\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u4f55\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n![\"Google](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/22404299.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001Kubernetes\u3092\u81ea\u793e\u3067\u4e00\u304b\u3089\u69cb\u7bc9\u30fb\u4fdd\u5b88\u3059\u308b\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u306a\u304c\u3089\u3001\u30b3\u30f3\u30c6\u30ca\u5358\u4f4d\u3067\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u914d\u5099\u30fb\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u3092\u62c5\u3044\u3001\u696d\u52d9\u8981\u4ef6\u3001\u753b\u9762\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001\u8a8d\u8a3c\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u306f\u5225\u9014\u8a2d\u8a08\u3057\u307e\u3059\u3002\u3053\u306e\u5f79\u5272\u5206\u62c5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3001\u5c0e\u5165\u5224\u65ad\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
\nGKE\u304c\u62c5\u5f53\u3059\u308b\u7bc4\u56f2\u3068\u62c5\u5f53\u3057\u306a\u3044\u7bc4\u56f2<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u304c\u62c5\u5f53\u3059\u308b\u306e\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3059\u30af\u30e9\u30b9\u30bf\u3001Pod\u3001\u30ce\u30fc\u30c9\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u30b5\u30fc\u30d3\u30b9\u516c\u958b\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u306a\u3069\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u69cb\u6210\u3067\u306f\u3001\u5229\u7528\u8005\u304b\u3089\u306e\u901a\u4fe1\u3092Cloud Load Balancing\u3084Cloud Armor\u3067\u53d7\u3051\u3001Ingress\u307e\u305f\u306fGateway\u3092\u901a\u3058\u3066\u8907\u6570\u306ePod\u3078\u632f\u308a\u5206\u3051\u307e\u3059\u3002Pod\u306e\u5916\u5074\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u57fa\u76e4\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u914d\u7f6e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8ca9\u58f2\u30eb\u30fc\u30eb\u3001\u5728\u5eab\u8a08\u7b97\u3001\u8acb\u6c42\u51e6\u7406\u3001\u6a29\u9650\u8a2d\u8a08\u3001\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u5b58\u65b9\u91dd\u306a\u3069\u306fGKE\u304c\u81ea\u52d5\u7684\u306b\u6c7a\u3081\u3066\u304f\u308c\u307e\u305b\u3093\u3002GKE\u3092\u63a1\u7528\u3059\u308c\u3070\u5b89\u5168\u3067\u9ad8\u6027\u80fd\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5206\u3051\u3066\u8a2d\u8a08\u3057\u3001\u4e21\u8005\u3092\u3064\u306a\u3050\u904b\u7528\u30eb\u30fc\u30eb\u307e\u3067\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nKubernetes\u3068GKE\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nKubernetes\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u3001Pod\u3001Deployment\u3001Service\u3001Namespace\u306a\u3069\u306e\u6a19\u6e96\u6982\u5ff5\u3092\u4f7f\u3044\u3001\u7279\u5b9a\u306e\u30af\u30e9\u30a6\u30c9\u306b\u4f9d\u5b58\u3057\u306b\u304f\u3044\u8a2d\u8a08\u3092\u76ee\u6307\u305b\u307e\u3059\u3002GKE\u306f\u3001\u305d\u306eKubernetes\u3092Google Cloud\u4e0a\u3067\u5229\u7528\u3057\u3084\u3059\u304f\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n
\u81ea\u793e\u904b\u7528\u306eKubernetes\u3067\u306f\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u3001\u30ce\u30fc\u30c9\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u53ef\u7528\u6027\u3001\u76e3\u8996\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u3067\u8a2d\u8a08\u30fb\u7dad\u6301\u3057\u307e\u3059\u3002GKE\u3067\u306fGoogle\u304c\u7ba1\u7406\u3059\u308b\u7bc4\u56f2\u304c\u5e83\u304c\u308b\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u696d\u52d9\u904b\u7528\u3078\u96c6\u4e2d\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u8cac\u4efb\u307e\u3067\u6d88\u3048\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
GKE\u3067\u69cb\u7bc9\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u3067\u69cb\u7bc9\u3067\u304d\u308b\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/2519781-1.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u904b\u7528\u3057\u305f\u3044\u30b7\u30b9\u30c6\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u57fa\u76e4\u3067\u3059\u3002\u5358\u4e00\u306e\u753b\u9762\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u306e\u69cb\u6210\u306b\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001Kubernetes\u7279\u6709\u306e\u8a2d\u8a08\u30fb\u76e3\u8996\u30fb\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u8981\u4ef6\u306b\u5bfe\u3057\u3066\u904b\u7528\u304c\u91cd\u304f\u306a\u308a\u3059\u304e\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u4f5c\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u8981\u4ef6\u306b\u5bfe\u3057\u3066GKE\u3092\u4f7f\u3046\u5408\u7406\u6027\u304c\u3042\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u8ca9\u58f2\u7ba1\u7406\u30fb\u4f1a\u54e1\u57fa\u76e4\u30fb\u696d\u52d9API<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3084\u53d7\u767a\u6ce8\u3001\u4f1a\u54e1\u30fb\u9867\u5ba2\u7ba1\u7406\u306e\u3088\u3046\u306b\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001\u8a8d\u8a3c\u3001\u696d\u52d9API\u3001\u30d0\u30c3\u30c1\u3001\u901a\u77e5\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u5206\u3051\u305f\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u306fGKE\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u6a5f\u80fd\u3054\u3068\u306b\u72ec\u7acb\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u3001\u30a2\u30af\u30bb\u30b9\u304c\u96c6\u4e2d\u3059\u308bAPI\u3060\u3051\u3092\u5897\u3084\u3059\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044\u70b9\u304c\u5229\u70b9\u3067\u3059\u3002\u65e2\u5b58\u306eJava\u3001Node.js\u3001Go\u3001Python\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u6574\u7406\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u5316\u3059\u308c\u3070\u79fb\u884c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nIoT\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u57fa\u76e4<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bb\u30f3\u30b5\u30fc\u3084\u7aef\u672b\u304b\u3089\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u4ecb\u3057\u3066\u51e6\u7406\u3059\u308bIoT\u30b7\u30b9\u30c6\u30e0\u3082GKE\u306e\u9069\u7528\u5206\u91ce\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0API\u3001\u975e\u540c\u671f\u30ef\u30fc\u30ab\u30fc\u3001\u96c6\u8a08\u30d0\u30c3\u30c1\u3092\u5206\u96e2\u3057\u3001\u8ca0\u8377\u306e\u7570\u306a\u308b\u51e6\u7406\u3092\u5225\u3005\u306b\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002AI\u63a8\u8ad6\u3067\u306fGPU\u306a\u3069\u306e\u7279\u5b9a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4e88\u7d04\u3001\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u63a8\u8ad6\u9045\u5ef6\u3092\u542b\u3081\u3066\u8cbb\u7528\u3068\u904b\u7528\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u304c\u904e\u5270\u306b\u306a\u308a\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9759\u7684\u306aWeb\u30b5\u30a4\u30c8\u3001\u5c11\u6570\u306e\u5b9a\u578bAPI\u3001\u30a2\u30af\u30bb\u30b9\u5909\u52d5\u304c\u5c0f\u3055\u3044\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5b9f\u884c\u74b0\u5883\u3084\u65e2\u5b58\u306eSaaS\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Kubernetes\u306e\u904b\u7528\u62c5\u5f53\u8005\u304c\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u6b8a\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3084\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3092\u6c42\u3081\u308b\u30b1\u30fc\u30b9\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002GKE\u5411\u304d\u304b\u8ff7\u3046\u5834\u5408\u306f\u3001\u307e\u305a\u6700\u5c0f\u69cb\u6210\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u76e3\u8996\u306b\u3069\u308c\u3060\u3051\u306e\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068GCP\u30fbKubernetes\u30fbCloud Run\u306e\u9055\u3044<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u3068\u95a2\u9023\u30b5\u30fc\u30d3\u30b9\u306e\u9055\u3044\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/22884250.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/2e7c9-2096426.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/23983154.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n![\"GKE](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/2060202.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/24072245-1.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u904b\u7528\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/22201994.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u3084\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/2492361.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5931\u6557\u3068\u5bfe\u7b56\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/22646334.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n![\"GKE\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f\"](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/2540984.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3067\u306f\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3001\u4f1a\u54e1\u57fa\u76e4\u3001\u696d\u52d9API\u3001IoT\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u975e\u540c\u671f\u30d0\u30c3\u30c1\u3001\u6c7a\u6e08\u5468\u8fba\u3001AI\u63a8\u8ad6\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308b\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u306a\u306e\u3067\u3001\u696d\u52d9\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5225\u9014\u8a2d\u8a08\u3057\u3001\u53ef\u7528\u6027\u30fb\u6027\u80fd\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u4ef6\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u306f\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u3001GKE\u306e\u7ba1\u7406\u6599\u306b\u52a0\u3048\u3066\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306a\u3069\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u958b\u767a\u8cbb\u306fPoC\u306710\u4e07\u301c50\u4e07\u5186\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3067100\u4e07\u301c500\u4e07\u5186\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u898f\u6a21\u79fb\u884c\u3067500\u4e07\u301c3,000\u4e07\u5186\u4ee5\u4e0a\u304c\u76ee\u5b89\u3067\u3059\u304c\u3001\u8981\u4ef6\u30fb\u671f\u9593\u30fb\u4f53\u5236\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3001\u6708\u984d\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3001\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\nKubernetes\u306e\u5c02\u9580\u5bb6\u304c\u3044\u306a\u304f\u3066\u3082GKE\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5c02\u9580\u5bb6\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Autopilot\u3067\u30ce\u30fc\u30c9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001PoC\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3068\u5f15\u304d\u7d99\u304e\u307e\u3067\u652f\u63f4\u3067\u304d\u308b\u4f53\u5236\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n\n\n![\"Google](\"https:\/\/blog.ripla.co.jp\/wp-content\/uploads\/2025\/05\/22920360.jpg\")
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u305f\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3001\u7d99\u7d9a\u7684\u306b\u914d\u5099\u30fb\u62e1\u5f35\u30fb\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u5b9f\u884c\u57fa\u76e4\u3067\u3059\u3002GKE\u3092\u63a1\u7528\u3059\u308b\u304b\u306f\u3001\u8907\u6570\u30b5\u30fc\u30d3\u30b9\u3001\u8ca0\u8377\u5909\u52d5\u3001\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\u3001\u30b3\u30f3\u30c6\u30ca\u6a19\u6e96\u5316\u3001\u65e2\u5b58\u8cc7\u7523\u3068\u306e\u4e92\u63db\u6027\u3092\u8ef8\u306b\u5224\u65ad\u3057\u307e\u3059\u3002\u5358\u7d14\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3088\u308a\u904b\u7528\u8ca0\u62c5\u306e\u5c0f\u3055\u3044\u30b5\u30fc\u30d3\u30b9\u3084\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u307b\u3046\u304c\u9069\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
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<\/figure>\n<\/div>\n<\/div>\n\n\n\nGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u3001Kubernetes\u3092\u81ea\u793e\u3067\u4e00\u304b\u3089\u69cb\u7bc9\u30fb\u4fdd\u5b88\u3059\u308b\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u306a\u304c\u3089\u3001\u30b3\u30f3\u30c6\u30ca\u5358\u4f4d\u3067\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u914d\u5099\u30fb\u904b\u7528\u3059\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u3092\u62c5\u3044\u3001\u696d\u52d9\u8981\u4ef6\u3001\u753b\u9762\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001\u8a8d\u8a3c\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u306f\u5225\u9014\u8a2d\u8a08\u3057\u307e\u3059\u3002\u3053\u306e\u5f79\u5272\u5206\u62c5\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3001\u5c0e\u5165\u5224\u65ad\u306e\u51fa\u767a\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u304c\u62c5\u5f53\u3059\u308b\u7bc4\u56f2\u3068\u62c5\u5f53\u3057\u306a\u3044\u7bc4\u56f2<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u304c\u62c5\u5f53\u3059\u308b\u306e\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3059\u30af\u30e9\u30b9\u30bf\u3001Pod\u3001\u30ce\u30fc\u30c9\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3001\u30b5\u30fc\u30d3\u30b9\u516c\u958b\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u306a\u3069\u3067\u3059\u3002\u4e00\u822c\u7684\u306a\u69cb\u6210\u3067\u306f\u3001\u5229\u7528\u8005\u304b\u3089\u306e\u901a\u4fe1\u3092Cloud Load Balancing\u3084Cloud Armor\u3067\u53d7\u3051\u3001Ingress\u307e\u305f\u306fGateway\u3092\u901a\u3058\u3066\u8907\u6570\u306ePod\u3078\u632f\u308a\u5206\u3051\u307e\u3059\u3002Pod\u306e\u5916\u5074\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u57fa\u76e4\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u914d\u7f6e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8ca9\u58f2\u30eb\u30fc\u30eb\u3001\u5728\u5eab\u8a08\u7b97\u3001\u8acb\u6c42\u51e6\u7406\u3001\u6a29\u9650\u8a2d\u8a08\u3001\u500b\u4eba\u60c5\u5831\u306e\u4fdd\u5b58\u65b9\u91dd\u306a\u3069\u306fGKE\u304c\u81ea\u52d5\u7684\u306b\u6c7a\u3081\u3066\u304f\u308c\u307e\u305b\u3093\u3002GKE\u3092\u63a1\u7528\u3059\u308c\u3070\u5b89\u5168\u3067\u9ad8\u6027\u80fd\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u304c\u5b8c\u6210\u3059\u308b\u3068\u3044\u3046\u610f\u5473\u3067\u306f\u306a\u304f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5206\u3051\u3066\u8a2d\u8a08\u3057\u3001\u4e21\u8005\u3092\u3064\u306a\u3050\u904b\u7528\u30eb\u30fc\u30eb\u307e\u3067\u6c7a\u3081\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nKubernetes\u3068GKE\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nKubernetes\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u4ed5\u7d44\u307f\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u3001Pod\u3001Deployment\u3001Service\u3001Namespace\u306a\u3069\u306e\u6a19\u6e96\u6982\u5ff5\u3092\u4f7f\u3044\u3001\u7279\u5b9a\u306e\u30af\u30e9\u30a6\u30c9\u306b\u4f9d\u5b58\u3057\u306b\u304f\u3044\u8a2d\u8a08\u3092\u76ee\u6307\u305b\u307e\u3059\u3002GKE\u306f\u3001\u305d\u306eKubernetes\u3092Google Cloud\u4e0a\u3067\u5229\u7528\u3057\u3084\u3059\u304f\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002<\/p>\n\n\n\n
\u81ea\u793e\u904b\u7528\u306eKubernetes\u3067\u306f\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u3001\u30ce\u30fc\u30c9\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u53ef\u7528\u6027\u3001\u76e3\u8996\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u3067\u8a2d\u8a08\u30fb\u7dad\u6301\u3057\u307e\u3059\u3002GKE\u3067\u306fGoogle\u304c\u7ba1\u7406\u3059\u308b\u7bc4\u56f2\u304c\u5e83\u304c\u308b\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u696d\u52d9\u904b\u7528\u3078\u96c6\u4e2d\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u8cac\u4efb\u307e\u3067\u6d88\u3048\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n
GKE\u3067\u69cb\u7bc9\u3067\u304d\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u7a2e\u985e<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u904b\u7528\u3057\u305f\u3044\u30b7\u30b9\u30c6\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u57fa\u76e4\u3067\u3059\u3002\u5358\u4e00\u306e\u753b\u9762\u3092\u8868\u793a\u3059\u308b\u3060\u3051\u306e\u69cb\u6210\u306b\u3082\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001Kubernetes\u7279\u6709\u306e\u8a2d\u8a08\u30fb\u76e3\u8996\u30fb\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u8981\u4ef6\u306b\u5bfe\u3057\u3066\u904b\u7528\u304c\u91cd\u304f\u306a\u308a\u3059\u304e\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u91cd\u8981\u306a\u306e\u306f\u3001\u4f5c\u308c\u308b\u304b\u3069\u3046\u304b\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u8981\u4ef6\u306b\u5bfe\u3057\u3066GKE\u3092\u4f7f\u3046\u5408\u7406\u6027\u304c\u3042\u308b\u304b\u3092\u5224\u5b9a\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u8ca9\u58f2\u7ba1\u7406\u30fb\u4f1a\u54e1\u57fa\u76e4\u30fb\u696d\u52d9API<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3084\u53d7\u767a\u6ce8\u3001\u4f1a\u54e1\u30fb\u9867\u5ba2\u7ba1\u7406\u306e\u3088\u3046\u306b\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001\u8a8d\u8a3c\u3001\u696d\u52d9API\u3001\u30d0\u30c3\u30c1\u3001\u901a\u77e5\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u5206\u3051\u305f\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u306fGKE\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u6a5f\u80fd\u3054\u3068\u306b\u72ec\u7acb\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u3001\u30a2\u30af\u30bb\u30b9\u304c\u96c6\u4e2d\u3059\u308bAPI\u3060\u3051\u3092\u5897\u3084\u3059\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044\u70b9\u304c\u5229\u70b9\u3067\u3059\u3002\u65e2\u5b58\u306eJava\u3001Node.js\u3001Go\u3001Python\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u6574\u7406\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u5316\u3059\u308c\u3070\u79fb\u884c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nIoT\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u57fa\u76e4<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bb\u30f3\u30b5\u30fc\u3084\u7aef\u672b\u304b\u3089\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u4ecb\u3057\u3066\u51e6\u7406\u3059\u308bIoT\u30b7\u30b9\u30c6\u30e0\u3082GKE\u306e\u9069\u7528\u5206\u91ce\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0API\u3001\u975e\u540c\u671f\u30ef\u30fc\u30ab\u30fc\u3001\u96c6\u8a08\u30d0\u30c3\u30c1\u3092\u5206\u96e2\u3057\u3001\u8ca0\u8377\u306e\u7570\u306a\u308b\u51e6\u7406\u3092\u5225\u3005\u306b\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002AI\u63a8\u8ad6\u3067\u306fGPU\u306a\u3069\u306e\u7279\u5b9a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4e88\u7d04\u3001\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u63a8\u8ad6\u9045\u5ef6\u3092\u542b\u3081\u3066\u8cbb\u7528\u3068\u904b\u7528\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u304c\u904e\u5270\u306b\u306a\u308a\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9759\u7684\u306aWeb\u30b5\u30a4\u30c8\u3001\u5c11\u6570\u306e\u5b9a\u578bAPI\u3001\u30a2\u30af\u30bb\u30b9\u5909\u52d5\u304c\u5c0f\u3055\u3044\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5b9f\u884c\u74b0\u5883\u3084\u65e2\u5b58\u306eSaaS\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Kubernetes\u306e\u904b\u7528\u62c5\u5f53\u8005\u304c\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u6b8a\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3084\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3092\u6c42\u3081\u308b\u30b1\u30fc\u30b9\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002GKE\u5411\u304d\u304b\u8ff7\u3046\u5834\u5408\u306f\u3001\u307e\u305a\u6700\u5c0f\u69cb\u6210\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u76e3\u8996\u306b\u3069\u308c\u3060\u3051\u306e\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068GCP\u30fbKubernetes\u30fbCloud Run\u306e\u9055\u3044<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u8ca9\u58f2\u7ba1\u7406\u30fb\u4f1a\u54e1\u57fa\u76e4\u30fb\u696d\u52d9API<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3084\u53d7\u767a\u6ce8\u3001\u4f1a\u54e1\u30fb\u9867\u5ba2\u7ba1\u7406\u306e\u3088\u3046\u306b\u3001\u30d5\u30ed\u30f3\u30c8\u30a8\u30f3\u30c9\u3001\u8a8d\u8a3c\u3001\u696d\u52d9API\u3001\u30d0\u30c3\u30c1\u3001\u901a\u77e5\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3078\u5206\u3051\u305f\u3044\u30b7\u30b9\u30c6\u30e0\u3067\u306fGKE\u3092\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u6a5f\u80fd\u3054\u3068\u306b\u72ec\u7acb\u3057\u3066\u30ea\u30ea\u30fc\u30b9\u3057\u3001\u30a2\u30af\u30bb\u30b9\u304c\u96c6\u4e2d\u3059\u308bAPI\u3060\u3051\u3092\u5897\u3084\u3059\u69cb\u6210\u3092\u53d6\u308a\u3084\u3059\u3044\u70b9\u304c\u5229\u70b9\u3067\u3059\u3002\u65e2\u5b58\u306eJava\u3001Node.js\u3001Go\u3001Python\u306a\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3082\u3001\u4f9d\u5b58\u95a2\u4fc2\u3092\u6574\u7406\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u5316\u3059\u308c\u3070\u79fb\u884c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nIoT\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u57fa\u76e4<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bb\u30f3\u30b5\u30fc\u3084\u7aef\u672b\u304b\u3089\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u4ecb\u3057\u3066\u51e6\u7406\u3059\u308bIoT\u30b7\u30b9\u30c6\u30e0\u3082GKE\u306e\u9069\u7528\u5206\u91ce\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0API\u3001\u975e\u540c\u671f\u30ef\u30fc\u30ab\u30fc\u3001\u96c6\u8a08\u30d0\u30c3\u30c1\u3092\u5206\u96e2\u3057\u3001\u8ca0\u8377\u306e\u7570\u306a\u308b\u51e6\u7406\u3092\u5225\u3005\u306b\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002AI\u63a8\u8ad6\u3067\u306fGPU\u306a\u3069\u306e\u7279\u5b9a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4e88\u7d04\u3001\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u63a8\u8ad6\u9045\u5ef6\u3092\u542b\u3081\u3066\u8cbb\u7528\u3068\u904b\u7528\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u304c\u904e\u5270\u306b\u306a\u308a\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9759\u7684\u306aWeb\u30b5\u30a4\u30c8\u3001\u5c11\u6570\u306e\u5b9a\u578bAPI\u3001\u30a2\u30af\u30bb\u30b9\u5909\u52d5\u304c\u5c0f\u3055\u3044\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5b9f\u884c\u74b0\u5883\u3084\u65e2\u5b58\u306eSaaS\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Kubernetes\u306e\u904b\u7528\u62c5\u5f53\u8005\u304c\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u6b8a\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3084\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3092\u6c42\u3081\u308b\u30b1\u30fc\u30b9\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002GKE\u5411\u304d\u304b\u8ff7\u3046\u5834\u5408\u306f\u3001\u307e\u305a\u6700\u5c0f\u69cb\u6210\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u76e3\u8996\u306b\u3069\u308c\u3060\u3051\u306e\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068GCP\u30fbKubernetes\u30fbCloud Run\u306e\u9055\u3044<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\nIoT\u30fb\u30c7\u30fc\u30bf\u51e6\u7406\u30fbAI\u63a8\u8ad6\u57fa\u76e4<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bb\u30f3\u30b5\u30fc\u3084\u7aef\u672b\u304b\u3089\u30a4\u30d9\u30f3\u30c8\u3092\u53d7\u3051\u3001\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3092\u4ecb\u3057\u3066\u51e6\u7406\u3059\u308bIoT\u30b7\u30b9\u30c6\u30e0\u3082GKE\u306e\u9069\u7528\u5206\u91ce\u3067\u3059\u3002\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0API\u3001\u975e\u540c\u671f\u30ef\u30fc\u30ab\u30fc\u3001\u96c6\u8a08\u30d0\u30c3\u30c1\u3092\u5206\u96e2\u3057\u3001\u8ca0\u8377\u306e\u7570\u306a\u308b\u51e6\u7406\u3092\u5225\u3005\u306b\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002AI\u63a8\u8ad6\u3067\u306fGPU\u306a\u3069\u306e\u7279\u5b9a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u5fc5\u8981\u3068\u3059\u308b\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3082\u3042\u308a\u307e\u3059\u304c\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4e88\u7d04\u3001\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u3001\u30e2\u30c7\u30eb\u66f4\u65b0\u3001\u63a8\u8ad6\u9045\u5ef6\u3092\u542b\u3081\u3066\u8cbb\u7528\u3068\u904b\u7528\u3092\u8a55\u4fa1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u304c\u904e\u5270\u306b\u306a\u308a\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9759\u7684\u306aWeb\u30b5\u30a4\u30c8\u3001\u5c11\u6570\u306e\u5b9a\u578bAPI\u3001\u30a2\u30af\u30bb\u30b9\u5909\u52d5\u304c\u5c0f\u3055\u3044\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5b9f\u884c\u74b0\u5883\u3084\u65e2\u5b58\u306eSaaS\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Kubernetes\u306e\u904b\u7528\u62c5\u5f53\u8005\u304c\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u6b8a\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3084\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3092\u6c42\u3081\u308b\u30b1\u30fc\u30b9\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002GKE\u5411\u304d\u304b\u8ff7\u3046\u5834\u5408\u306f\u3001\u307e\u305a\u6700\u5c0f\u69cb\u6210\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u76e3\u8996\u306b\u3069\u308c\u3060\u3051\u306e\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068GCP\u30fbKubernetes\u30fbCloud Run\u306e\u9055\u3044<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\nGKE\u304c\u904e\u5270\u306b\u306a\u308a\u3084\u3059\u3044\u30b7\u30b9\u30c6\u30e0<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u9759\u7684\u306aWeb\u30b5\u30a4\u30c8\u3001\u5c11\u6570\u306e\u5b9a\u578bAPI\u3001\u30a2\u30af\u30bb\u30b9\u5909\u52d5\u304c\u5c0f\u3055\u3044\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30c4\u30fc\u30eb\u3067\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5b9f\u884c\u74b0\u5883\u3084\u65e2\u5b58\u306eSaaS\u306e\u307b\u3046\u304c\u30b7\u30f3\u30d7\u30eb\u306a\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002Kubernetes\u306e\u904b\u7528\u62c5\u5f53\u8005\u304c\u3044\u306a\u3044\u306b\u3082\u304b\u304b\u308f\u3089\u305a\u3001\u7279\u6b8a\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3084\u8907\u96d1\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3060\u3051\u3092\u6c42\u3081\u308b\u30b1\u30fc\u30b9\u3082\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002GKE\u5411\u304d\u304b\u8ff7\u3046\u5834\u5408\u306f\u3001\u307e\u305a\u6700\u5c0f\u69cb\u6210\u3067\u30b3\u30f3\u30c6\u30ca\u3092\u52d5\u304b\u3057\u3001\u30c7\u30d7\u30ed\u30a4\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u76e3\u8996\u306b\u3069\u308c\u3060\u3051\u306e\u4f5c\u696d\u304c\u767a\u751f\u3059\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068GCP\u30fbKubernetes\u30fbCloud Run\u306e\u9055\u3044<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
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\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3067\u306f\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3001\u4f1a\u54e1\u57fa\u76e4\u3001\u696d\u52d9API\u3001IoT\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u975e\u540c\u671f\u30d0\u30c3\u30c1\u3001\u6c7a\u6e08\u5468\u8fba\u3001AI\u63a8\u8ad6\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308b\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u306a\u306e\u3067\u3001\u696d\u52d9\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5225\u9014\u8a2d\u8a08\u3057\u3001\u53ef\u7528\u6027\u30fb\u6027\u80fd\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u4ef6\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u306f\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u3001GKE\u306e\u7ba1\u7406\u6599\u306b\u52a0\u3048\u3066\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306a\u3069\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u958b\u767a\u8cbb\u306fPoC\u306710\u4e07\u301c50\u4e07\u5186\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3067100\u4e07\u301c500\u4e07\u5186\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u898f\u6a21\u79fb\u884c\u3067500\u4e07\u301c3,000\u4e07\u5186\u4ee5\u4e0a\u304c\u76ee\u5b89\u3067\u3059\u304c\u3001\u8981\u4ef6\u30fb\u671f\u9593\u30fb\u4f53\u5236\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3001\u6708\u984d\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3001\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\nKubernetes\u306e\u5c02\u9580\u5bb6\u304c\u3044\u306a\u304f\u3066\u3082GKE\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5c02\u9580\u5bb6\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Autopilot\u3067\u30ce\u30fc\u30c9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001PoC\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3068\u5f15\u304d\u7d99\u304e\u307e\u3067\u652f\u63f4\u3067\u304d\u308b\u4f53\u5236\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u305f\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3001\u7d99\u7d9a\u7684\u306b\u914d\u5099\u30fb\u62e1\u5f35\u30fb\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u5b9f\u884c\u57fa\u76e4\u3067\u3059\u3002GKE\u3092\u63a1\u7528\u3059\u308b\u304b\u306f\u3001\u8907\u6570\u30b5\u30fc\u30d3\u30b9\u3001\u8ca0\u8377\u5909\u52d5\u3001\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\u3001\u30b3\u30f3\u30c6\u30ca\u6a19\u6e96\u5316\u3001\u65e2\u5b58\u8cc7\u7523\u3068\u306e\u4e92\u63db\u6027\u3092\u8ef8\u306b\u5224\u65ad\u3057\u307e\u3059\u3002\u5358\u7d14\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3088\u308a\u904b\u7528\u8ca0\u62c5\u306e\u5c0f\u3055\u3044\u30b5\u30fc\u30d3\u30b9\u3084\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u307b\u3046\u304c\u9069\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u5c0f\u69cb\u6210\u3067\u691c\u8a3c\u3057\u3066\u304b\u3089\u672c\u756a\u3078\u9032\u3080<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u6642\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001PoC\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30a2\u30d7\u30ea\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u904b\u7528\u8a13\u7df4\u306e\u9806\u306b\u9032\u3081\u307e\u3059\u3002Autopilot\u3068Standard\u306f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u904b\u7528\u80fd\u529b\u3092\u57fa\u6e96\u306b\u9078\u3073\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3068\u958b\u767a\u30fb\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u76e3\u67fb\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u3092\u5f8c\u56de\u3057\u306b\u305b\u305a\u3001\u5b9f\u6e2c\u5024\u3068\u5fa9\u5143\u8a13\u7df4\u3067\u672c\u756a\u306e\u6e96\u5099\u5ea6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u306f\u6210\u679c\u7269\u3068\u904b\u7528\u8cac\u4efb\u3092\u6bd4\u8f03\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u3092\u9078\u3076\u969b\u306f\u3001GKE\u306e\u69cb\u7bc9\u7d4c\u9a13\u3060\u3051\u3067\u306a\u304f\u3001\u696d\u52d9\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u4fdd\u5b88\u3001\u5185\u88fd\u5316\u652f\u63f4\u307e\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002GKE\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u81ea\u4f53\u3092\u76ee\u7684\u306b\u305b\u305a\u3001\u696d\u52d9\u306e\u6210\u679c\u3068\u5229\u7528\u8005\u306e\u5b89\u5b9a\u904b\u7528\u306b\u3064\u306a\u304c\u308b\u69cb\u6210\u304b\u3092\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3001\u9577\u671f\u7684\u306a\u6210\u529f\u306b\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25bc\u95a2\u9023\u8a18\u4e8b\u4e00\u89a7<\/strong>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a>
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<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u300cGCP\u300d\u3068\u547c\u3070\u308c\u308b\u3053\u3068\u3082\u3042\u308bGoogle Cloud\u306f\u3001\u8a08\u7b97\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u5206\u6790\u3001AI\u306a\u3069\u3092\u542b\u3080\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u5168\u4f53\u3067\u3059\u3002GKE\u306f\u305d\u306e\u4e2d\u306e\u30b3\u30f3\u30c6\u30ca\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30b5\u30fc\u30d3\u30b9\u3067\u3042\u308a\u3001GKE\u3092\u63a1\u7528\u3057\u305f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001GKE\u4ee5\u5916\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u521d\u3081\u3066\u5b9f\u7528\u7684\u306a\u69cb\u6210\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u3068\u81ea\u793eKubernetes\u306e\u9055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u81ea\u793e\u3067Kubernetes\u3092\u7ba1\u7406\u3059\u308b\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u53ef\u7528\u6027\u3001\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u30d7\u30ec\u30fc\u30f3\u306e\u4fdd\u5b88\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u8106\u5f31\u6027\u5bfe\u5fdc\u3092\u81ea\u793e\u306e\u8cac\u4efb\u3067\u5b9f\u65bd\u3057\u307e\u3059\u3002GKE\u3067\u306f\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306e\u652f\u63f4\u3092\u53d7\u3051\u3089\u308c\u308b\u305f\u3081\u3001\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u904b\u7528\u306e\u5de5\u6570\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u8907\u6570\u74b0\u5883\u3092\u518d\u73fe\u53ef\u80fd\u306b\u3057\u305f\u3044\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3092\u4e0a\u3052\u305f\u3044\u3001\u30b5\u30fc\u30d3\u30b9\u5358\u4f4d\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u305f\u3044\u5834\u5408\u306b\u3001GKE\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u51fa\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068Cloud Run\u306e\u4f7f\u3044\u5206\u3051<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nCloud Run\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u3092\u3088\u308a\u5c11\u306a\u3044\u904b\u7528\u8ca0\u62c5\u3067\u5b9f\u884c\u3057\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u306b\u5fdc\u3058\u3066\u81ea\u52d5\u7684\u306b\u30b9\u30b1\u30fc\u30eb\u3055\u305b\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002Kubernetes\u306eDeployment\u3084Service\u3001Namespace\u3001\u8907\u96d1\u306a\u30b9\u30b1\u30b8\u30e5\u30fc\u30ea\u30f3\u30b0\u3092\u4f7f\u308f\u305a\u306b\u6e08\u3080\u305f\u3081\u3001\u5358\u7d14\u306aWeb API\u3084\u30a4\u30d9\u30f3\u30c8\u51e6\u7406\u3067\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n
\u4e00\u65b9\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u914d\u7f6e\u3057\u305f\u3044\u3001Pod\u9593\u901a\u4fe1\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30dd\u30ea\u30b7\u30fc\u3092\u7ba1\u7406\u3057\u305f\u3044\u3001\u7279\u6b8a\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3092\u4f7f\u3044\u305f\u3044\u3001\u65e2\u5b58\u306eKubernetes\u8cc7\u7523\u3092\u6d3b\u304b\u3057\u305f\u3044\u5834\u5408\u306fGKE\u304c\u5019\u88dc\u306b\u306a\u308a\u307e\u3059\u3002\u5224\u65ad\u306f\u300cGKE\u3092\u4f7f\u3048\u308b\u304b\u300d\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u306e\u7d30\u304b\u3055\u3068\u3001\u30c1\u30fc\u30e0\u304c\u7d99\u7d9a\u904b\u7528\u3067\u304d\u308b\u7bc4\u56f2\u306e\u4ea4\u70b9\u3067\u6c7a\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u6a19\u6e96\u69cb\u6210\u3068\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8a2d\u8a08\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u4e2d\u3060\u3051\u3092\u898b\u308b\u3068\u91cd\u8981\u306a\u8981\u7d20\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u5916\u90e8\u516c\u958b\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u6c38\u7d9a\u5316\u3001\u30a4\u30e1\u30fc\u30b8\u7ba1\u7406\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001CI\/CD\u3092\u3072\u3068\u3064\u306e\u30b7\u30b9\u30c6\u30e0\u3068\u3057\u3066\u6349\u3048\u307e\u3059\u3002\u958b\u767a\u74b0\u5883\u30fb\u691c\u8a3c\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u3092\u5206\u3051\u3001\u8a2d\u5b9a\u3092\u30b3\u30fc\u30c9\u5316\u3057\u3066\u540c\u3058\u624b\u9806\u3092\u518d\u73fe\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u5916\u90e8\u901a\u4fe1\u3068\u30af\u30e9\u30b9\u30bf<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u304b\u3089\u306e\u901a\u4fe1\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001Web\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u9632\u5fa1\u3001Ingress\u307e\u305f\u306fGateway\u3092\u7d4c\u7531\u3055\u305b\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u306f\u3001\u30ce\u30fc\u30c9\u4e0a\u3067\u5b9f\u969b\u306b\u51e6\u7406\u3059\u308bPod\u3001Pod\u3092\u5b89\u5b9a\u3057\u3066\u516c\u958b\u3059\u308bService\u3001\u66f4\u65b0\u3092\u7ba1\u7406\u3059\u308bDeployment\u306a\u3069\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002Namespace\u3092\u5206\u3051\u308c\u3070\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3084\u3001\u30c1\u30fc\u30e0\u30fb\u696d\u52d9\u5358\u4f4d\u306e\u6a29\u9650\u3068\u30b3\u30b9\u30c8\u3092\u6574\u7406\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30fb\u79d8\u5bc6\u60c5\u5831\u30fb\u5916\u90e8\u30b5\u30fc\u30d3\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u696d\u52d9\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Cloud SQL\u3084Spanner\u306a\u3069\u306e\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u7b2c\u4e00\u5019\u88dc\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092Pod\u306b\u6301\u305f\u305b\u308b\u3068\u3001\u969c\u5bb3\u5fa9\u65e7\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30d5\u30a7\u30a4\u30eb\u30aa\u30fc\u30d0\u30fc\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u306e\u8a2d\u8a08\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002\u753b\u50cf\u3084\u5e33\u7968\u306f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u975e\u540c\u671f\u51e6\u7406\u306f\u30e1\u30c3\u30bb\u30fc\u30b8\u30f3\u30b0\u3001\u5206\u6790\u7528\u9014\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3078\u5206\u3051\u308b\u3068\u3001\u51e6\u7406\u306e\u6027\u8cea\u306b\u5408\u3063\u305f\u62e1\u5f35\u3068\u8cbb\u7528\u7ba1\u7406\u304c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
API\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u60c5\u5831\u306f\u3001\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3084\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3078\u57cb\u3081\u8fbc\u307e\u305a\u3001\u5916\u90e8\u306e\u79d8\u5bc6\u60c5\u5831\u7ba1\u7406\u30b5\u30fc\u30d3\u30b9\u306b\u4fdd\u7ba1\u3057\u307e\u3059\u3002GKE\u306ePod\u304b\u3089Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u63a5\u7d9a\u3059\u308b\u3068\u304d\u306f\u3001\u9759\u7684\u306a\u9375\u30d5\u30a1\u30a4\u30eb\u3067\u306f\u306a\u304f\u3001Workload Identity Federation\u3092\u4f7f\u3046\u8a2d\u8a08\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3067\u306f\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3001\u4f1a\u54e1\u57fa\u76e4\u3001\u696d\u52d9API\u3001IoT\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u975e\u540c\u671f\u30d0\u30c3\u30c1\u3001\u6c7a\u6e08\u5468\u8fba\u3001AI\u63a8\u8ad6\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308b\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u306a\u306e\u3067\u3001\u696d\u52d9\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5225\u9014\u8a2d\u8a08\u3057\u3001\u53ef\u7528\u6027\u30fb\u6027\u80fd\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u4ef6\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
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\nKubernetes\u306e\u5c02\u9580\u5bb6\u304c\u3044\u306a\u304f\u3066\u3082GKE\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5c02\u9580\u5bb6\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Autopilot\u3067\u30ce\u30fc\u30c9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001PoC\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3068\u5f15\u304d\u7d99\u304e\u307e\u3067\u652f\u63f4\u3067\u304d\u308b\u4f53\u5236\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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\n\u30b3\u30f3\u30c6\u30ca\u30fbCI\/CD\u30fb\u76e3\u8996<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u30d3\u30eb\u30c9\u3057\u3066\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3092\u4f5c\u6210\u3057\u3001Artifact Registry\u306a\u3069\u3078\u4fdd\u7ba1\u3057\u307e\u3059\u3002CI\/CD\u3067\u306f\u3001\u8106\u5f31\u6027\u30b9\u30ad\u30e3\u30f3\u3001\u30c6\u30b9\u30c8\u3001\u627f\u8a8d\u3001\u6bb5\u968e\u7684\u30c7\u30d7\u30ed\u30a4\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3092\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002Blue-Green\u3084Canary\u30ea\u30ea\u30fc\u30b9\u3092\u63a1\u7528\u3059\u308b\u3068\u3001\u5168\u5229\u7528\u8005\u3078\u4e00\u5ea6\u306b\u5909\u66f4\u3092\u5c4a\u3051\u305a\u3001\u30a8\u30e9\u30fc\u7387\u3084\u9045\u5ef6\u3092\u898b\u306a\u304c\u3089\u5207\u308a\u66ff\u3048\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n
\u76e3\u8996\u3067\u306f\u3001CPU\u4f7f\u7528\u7387\u3060\u3051\u3067\u306a\u304f\u3001\u30ea\u30af\u30a8\u30b9\u30c8\u6570\u3001\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3001\u30a8\u30e9\u30fc\u7387\u3001\u30ad\u30e5\u30fc\u6ede\u7559\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u6570\u3001Pod\u306e\u518d\u8d77\u52d5\u56de\u6570\u3092\u898b\u307e\u3059\u3002Cloud Logging\u3084Cloud Monitoring\u3092\u5229\u7528\u3057\u3001SLO\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u901a\u77e5\u5148\u3001\u4e00\u6b21\u5bfe\u5fdc\u8005\u3001\u30a8\u30b9\u30ab\u30ec\u30fc\u30b7\u30e7\u30f3\u6761\u4ef6\u3092\u30ea\u30ea\u30fc\u30b9\u524d\u306b\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u958b\u767a\u306f\u3001\u3044\u304d\u306a\u308a\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u3063\u3066\u30a2\u30d7\u30ea\u3092\u8f09\u305b\u308b\u3068\u5931\u6557\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u5148\u306b\u696d\u52d9\u4e0a\u306e\u6210\u679c\u3068\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3057\u3001GKE\u304c\u5fc5\u8981\u306a\u7406\u7531\u3092\u691c\u8a3c\u3057\u3066\u304b\u3089\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u6bb5\u968e\u7684\u306b\u4f5c\u308a\u307e\u3059\u3002\u6700\u521d\u304b\u3089\u5927\u898f\u6a21\u306a\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3092\u76ee\u6307\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u5c06\u6765\u5206\u5272\u3067\u304d\u308b\u5883\u754c\u3092\u6c7a\u3081\u305f\u9069\u5207\u306a\u5358\u4f4d\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a><\/p>\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3068PoC<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u9023\u643a\u5148\u3001RTO\u30fbRPO\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u4fdd\u5b88\u6642\u9593\u5e2f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u7279\u306b\u300c\u4f55\u79d2\u4ee5\u5185\u306b\u5fdc\u7b54\u3059\u308b\u304b\u300d\u300c\u4f55\u5206\u4ee5\u5185\u306b\u5fa9\u65e7\u3059\u308b\u304b\u300d\u300c\u4f55\u4ef6\u306e\u51e6\u7406\u3092\u540c\u6642\u306b\u53d7\u3051\u308b\u304b\u300d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u306e\u69cb\u6210\u3068\u8cbb\u7528\u306b\u76f4\u7d50\u3057\u307e\u3059\u3002GKE\u3092\u4f7f\u308f\u306a\u3044\u69cb\u6210\u3084\u3001\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u30fbSaaS\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u6bd4\u8f03\u5bfe\u8c61\u306b\u542b\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u76e3\u67fb\u30ed\u30b0\u30fb\u500b\u4eba\u60c5\u5831\u30fb\u6cd5\u4ee4\u5bfe\u5fdc<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u76e3\u67fb\u30ed\u30b0\u306f\u3001\u8ab0\u304c\u3044\u3064\u3069\u306eAPI\u3092\u547c\u3073\u51fa\u3057\u3001\u3069\u306e\u8a2d\u5b9a\u3092\u5909\u66f4\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3078\u30a2\u30af\u30bb\u30b9\u3057\u305f\u304b\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002\u4fdd\u5b58\u671f\u9593\u3001\u6539\u3056\u3093\u9632\u6b62\u3001\u691c\u7d22\u65b9\u6cd5\u3001\u95b2\u89a7\u6a29\u9650\u3001\u30a2\u30e9\u30fc\u30c8\u6761\u4ef6\u3092\u6c7a\u3081\u3001\u696d\u52d9\u4e0a\u306e\u76e3\u67fb\u8981\u4ef6\u3068\u7167\u5408\u3057\u307e\u3059\u3002\u30ed\u30b0\u306b\u306f\u500b\u4eba\u60c5\u5831\u3084\u30c8\u30fc\u30af\u30f3\u304c\u6df7\u5165\u3059\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u53ce\u96c6\u3059\u308b\u9805\u76ee\u3068\u30de\u30b9\u30ad\u30f3\u30b0\u65b9\u91dd\u3082\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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PoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u753b\u9762\u3084API\u3092\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u4f5c\u6210\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u307e\u3067\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002\u8ca0\u8377\u3092\u304b\u3051\u3066\u30b9\u30b1\u30fc\u30eb\u306e\u901f\u5ea6\u3068\u8cbb\u7528\u3092\u6e2c\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u63a5\u7d9a\u3001\u5916\u90e8\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u623b\u3057\u3092\u78ba\u8a8d\u3057\u307e\u3059\u30022\u301c6\u9031\u9593\u7a0b\u5ea6\u306e\u5c0f\u3055\u306a\u691c\u8a3c\u3067\u3001\u534a\u5e74\u4ee5\u4e0a\u306e\u672c\u958b\u767a\u306b\u6f5c\u3080\u30ea\u30b9\u30af\u3092\u524d\u5012\u3057\u3067\u767a\u898b\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u30fb\u30a2\u30d7\u30ea\u5b9f\u88c5\u30fb\u81ea\u52d5\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u8a2d\u8a08\u3067\u306f\u3001\u7d44\u7e54\u30fb\u30d5\u30a9\u30eb\u30c0\u30fb\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u3001\u74b0\u5883\u5206\u96e2\u3001IAM\u3001Kubernetes RBAC\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u6c7a\u3081\u307e\u3059\u3002Terraform\u306a\u3069\u306eIaC\u3067\u3001\u30af\u30e9\u30b9\u30bf\u3084\u5468\u8fba\u30ea\u30bd\u30fc\u30b9\u3092\u30b3\u30fc\u30c9\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001\u30ec\u30d3\u30e5\u30fc\u6e08\u307f\u306e\u5909\u66f4\u3060\u3051\u304c\u74b0\u5883\u3078\u53cd\u6620\u3055\u308c\u308b\u6d41\u308c\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5074\u3067\u306f\u3001\u72b6\u614b\u3092Pod\u306e\u30ed\u30fc\u30ab\u30eb\u30c7\u30a3\u30b9\u30af\u306b\u4f9d\u5b58\u3055\u305b\u305a\u3001\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u308b\u8a2d\u8a08\u306b\u3057\u307e\u3059\u3002\u8a2d\u5b9a\u5024\u3068\u6a5f\u5bc6\u60c5\u5831\u3092\u5206\u96e2\u3057\u3001\u30d8\u30eb\u30b9\u30c1\u30a7\u30c3\u30af\u3001\u30bf\u30a4\u30e0\u30a2\u30a6\u30c8\u3001\u30ea\u30c8\u30e9\u30a4\u3001\u51aa\u7b49\u6027\u3001\u7d42\u4e86\u51e6\u7406\u3092\u6574\u3048\u307e\u3059\u3002\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u9593\u306e\u901a\u4fe1\u304c\u5897\u3048\u3059\u304e\u308b\u3068\u969c\u5bb3\u306e\u5f71\u97ff\u7bc4\u56f2\u3082\u5e83\u304c\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d3\u30b9\u5206\u5272\u306f\u7d44\u7e54\u69cb\u9020\u3084\u5909\u66f4\u983b\u5ea6\u3068\u5408\u308f\u305b\u3066\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30c6\u30b9\u30c8\u30fb\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u30ea\u30ea\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u6a5f\u80fd\u30c6\u30b9\u30c8\u306b\u52a0\u3048\u3001\u8ca0\u8377\u3001\u9577\u6642\u9593\u7a3c\u50cd\u3001\u969c\u5bb3\u6ce8\u5165\u3001\u6a29\u9650\u3001\u8106\u5f31\u6027\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u30c6\u30b9\u30c8\u3092\u884c\u3044\u307e\u3059\u3002GKE\u3067\u306f\u30af\u30e9\u30b9\u30bf\u304c\u52d5\u3044\u3066\u3044\u308b\u3060\u3051\u3067\u306f\u696d\u52d9\u7d99\u7d9a\u6027\u3092\u8a3c\u660e\u3067\u304d\u307e\u305b\u3093\u3002\u969c\u5bb3\u6642\u306b\u3069\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u5931\u308f\u308c\u3001\u3069\u306e\u624b\u9806\u3067\u5fa9\u65e7\u3057\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u3069\u3053\u307e\u3067\u623b\u305b\u308b\u304b\u3092\u5b9f\u969b\u306b\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u306e\u79fb\u884c\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u5168\u4ef6\u79fb\u884c\u3060\u3051\u3067\u306a\u304f\u3001\u5dee\u5206\u540c\u671f\u3001\u505c\u6b62\u6642\u9593\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u65e7\u30b7\u30b9\u30c6\u30e0\u3078\u306e\u5207\u308a\u623b\u3057\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30ea\u30ea\u30fc\u30b9\u5f8c\u306f\u3001SLO\u3068\u8cbb\u7528\u3092\u6bce\u6708\u898b\u76f4\u3057\u3001\u30a4\u30e1\u30fc\u30b8\u306e\u66f4\u65b0\u3001GKE\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u6a29\u9650\u30ec\u30d3\u30e5\u30fc\u3001\u30a2\u30e9\u30fc\u30c8\u306e\u68da\u5378\u3057\u3092\u904b\u7528\u306b\u7d44\u307f\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
GKE Autopilot\u3068Standard\u306f\u3069\u3061\u3089\u304c\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u4e00\u822c\u7684\u306a\u65b0\u898f\u958b\u767a\u3067\u306f\u3001\u30ce\u30fc\u30c9\u7ba1\u7406\u3092Google\u5074\u3078\u5bc4\u305b\u3089\u308c\u308bAutopilot\u304b\u3089\u691c\u8a0e\u3059\u308b\u3068\u3001\u521d\u671f\u306e\u904b\u7528\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u7d30\u304b\u306a\u30ce\u30fc\u30c9\u8a2d\u5b9a\u3001\u7279\u5b9a\u306e\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001GPU\u3001\u65e2\u5b58\u306eKubernetes\u904b\u7528\u3068\u306e\u4e92\u63db\u6027\u304c\u91cd\u8981\u306a\u3089Standard\u304c\u5019\u88dc\u3067\u3059\u3002\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3067\u306f\u306a\u304f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u30c1\u30fc\u30e0\u306e\u904b\u7528\u80fd\u529b\u3067\u6c7a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\nAutopilot\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u306f\u3001Pod\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u57fa\u6e96\u306b\u8a08\u7b97\u8cc7\u6e90\u3092\u7528\u610f\u3057\u3001\u30ce\u30fc\u30c9\u306e\u30d7\u30ed\u30d3\u30b8\u30e7\u30cb\u30f3\u30b0\u3001\u30b9\u30b1\u30fc\u30eb\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306a\u3069\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u305f\u3044\u5834\u5408\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u30cd\u30a4\u30c6\u30a3\u30d6\u306a\u65b0\u898f\u30b7\u30b9\u30c6\u30e0\u3001\u8907\u6570\u306eAPI\u3084\u30ef\u30fc\u30ab\u30fc\u3092\u7d99\u7d9a\u7684\u306b\u30c7\u30d7\u30ed\u30a4\u3059\u308b\u30b7\u30b9\u30c6\u30e0\u3001\u30a4\u30f3\u30d5\u30e9\u3088\u308a\u696d\u52d9\u6a5f\u80fd\u306b\u958b\u767a\u529b\u3092\u914d\u5206\u3057\u305f\u3044\u30c1\u30fc\u30e0\u3068\u76f8\u6027\u304c\u3088\u3044\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nStandard\u304c\u5411\u3044\u3066\u3044\u308b\u30b1\u30fc\u30b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nStandard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n
\u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u9078\u5b9a\u6642\u306b\u78ba\u8a8d\u3059\u308b\u8cea\u554f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u76f8\u5834\u3068\u30b3\u30b9\u30c8\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u3068\u5468\u8fba\u30b5\u30fc\u30d3\u30b9\u306e\u6708\u984d\u8cbb\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u958b\u767a\u30fb\u69cb\u7bc9\u306e\u8cbb\u7528\u76f8\u5834<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n
\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u8cbb\u7528\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u8003\u3048\u65b9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u6cd5\u4ee4\u30fb\u904b\u7528<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\nIAM\u30fbRBAC\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u6700\u5c0f\u6a29\u9650<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGoogle Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306f\u3001\u958b\u767a\u30fb\u691c\u8a3c\u30fb\u672c\u756a\u3092\u5206\u96e2\u3057\u3001\u516c\u958b\u3059\u308b\u5165\u53e3\u3092\u9650\u5b9a\u3057\u307e\u3059\u3002Pod\u9593\u901a\u4fe1\u306b\u306fNetworkPolicy\u3092\u9069\u7528\u3057\u3001\u7ba1\u7406\u7528\u306eAPI\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3078\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u7bc4\u56f2\u3092\u7d5e\u308a\u307e\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\u3067\u3082\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30d5\u30a1\u30a4\u30a2\u30a6\u30a9\u30fc\u30eb\u3001\u74b0\u5883\u5206\u96e2\u3001Workload Identity Federation\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5916\u90e8\u4fdd\u7ba1\u304c\u63a8\u5968\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n
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\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u3001GKE\u306e\u6a5f\u80fd\u3060\u3051\u3067\u6cd5\u4ee4\u9069\u5408\u3092\u5224\u65ad\u3057\u3066\u306f\u3044\u3051\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u306e\u6240\u5728\u3001\u5229\u7528\u76ee\u7684\u3001\u59d4\u8a17\u5951\u7d04\u3001\u30a2\u30af\u30bb\u30b9\u30ec\u30d3\u30e5\u30fc\u3001\u524a\u9664\u30fb\u8a02\u6b63\u3001\u4e8b\u6545\u6642\u306e\u5831\u544a\u624b\u9806\u3001\u5fa9\u65e7\u76ee\u6a19\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u898f\u5236\u696d\u754c\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5074\u306e\u8a8d\u8a3c\u3084\u8a3c\u660e\u66f8\u3060\u3051\u3067\u306a\u304f\u3001\u81ea\u793e\u306e\u696d\u52d9\u30d7\u30ed\u30bb\u30b9\u3068\u8a3c\u8de1\u304c\u76e3\u67fb\u306b\u8010\u3048\u3089\u308c\u308b\u304b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u30fb\u969c\u5bb3\u5bfe\u5fdc\u30fb\u30d0\u30c3\u30af\u30a2\u30c3\u30d7<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nGKE\u306f\u7d99\u7d9a\u7684\u306b\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3055\u308c\u308b\u305f\u3081\u3001\u958b\u767a\u6642\u70b9\u306e\u52d5\u4f5c\u78ba\u8a8d\u3060\u3051\u3067\u306f\u4e0d\u5341\u5206\u3067\u3059\u3002\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u60c5\u5831\u3067\u306f\u3001\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3084\u81ea\u52d5\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u6d3b\u7528\u3057\u3001\u5c11\u306a\u304f\u3068\u3082\u6708\u6b21\u3067\u66f4\u65b0\u72b6\u6cc1\u3092\u78ba\u8a8d\u3059\u308b\u8003\u3048\u65b9\u304c\u793a\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d1\u30c3\u30c1\u30ac\u30a4\u30c9\uff082026\u5e74\uff09\u3067\u3059\u3002\u672c\u756a\u3078\u76f4\u63a5\u9069\u7528\u305b\u305a\u3001\u691c\u8a3c\u74b0\u5883\u3067\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3001\u30a2\u30c9\u30aa\u30f3\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u3001\u53d6\u5f97\u3067\u304d\u308b\u304b\u3067\u306f\u306a\u304f\u5fa9\u5143\u3067\u304d\u308b\u304b\u3092\u57fa\u6e96\u306b\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u8a2d\u5b9a\u3001\u30b3\u30f3\u30c6\u30ca\u30a4\u30e1\u30fc\u30b8\u3001IaC\u3001\u79d8\u5bc6\u60c5\u5831\u306e\u5fa9\u65e7\u65b9\u6cd5\u3092\u5206\u3051\u3066\u6587\u66f8\u5316\u3057\u3001RTO\u30fbRPO\u306b\u6cbf\u3063\u305f\u5fa9\u5143\u8a13\u7df4\u3092\u884c\u3044\u307e\u3059\u3002\u969c\u5bb3\u5bfe\u5fdc\u3067\u306f\u3001\u4e00\u6b21\u5207\u308a\u5206\u3051\u3001\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u3001\u5229\u7528\u8005\u3078\u306e\u544a\u77e5\u3001\u539f\u56e0\u5206\u6790\u3001\u518d\u767a\u9632\u6b62\u307e\u3067\u3092\u62c5\u5f53\u8005\u3068\u6642\u9593\u5e2f\u4ed8\u304d\u3067\u5b9a\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u69cb\u7bc9\u4f1a\u793e\u3068\u3001GKE\u4e0a\u306e\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u958b\u767a\u3059\u308b\u4f1a\u793e\u306f\u3001\u5fc5\u305a\u3057\u3082\u540c\u3058\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u308c\u308b\u3060\u3051\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u696d\u52d9\u30c6\u30b9\u30c8\u3001\u5229\u7528\u8005\u6559\u80b2\u3001\u4fdd\u5b88\u904b\u7528\u307e\u3067\u5b8c\u7d50\u3067\u304d\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u767a\u6ce8\u6642\u306f\u3001\u57fa\u76e4\u3068\u30a2\u30d7\u30ea\u306e\u8cac\u4efb\u5206\u754c\u3092\u660e\u78ba\u306b\u3057\u3001\u8a2d\u8a08\u66f8\u30fbIaC\u30fb\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u30fbCI\/CD\u8a2d\u5b9a\u30fb\u76e3\u8996\u5b9a\u7fa9\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5b9f\u7e3e\u3092\u898b\u308b\u3068\u304d\u306f\u3001\u5c0e\u5165\u793e\u6570\u3084\u8a8d\u5b9a\u6570\u3060\u3051\u3067\u5224\u65ad\u305b\u305a\u3001\u81ea\u793e\u306b\u8fd1\u3044\u96e3\u6613\u5ea6\u306e\u4e8b\u4f8b\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002Standard\u3068Autopilot\u306e\u4f7f\u3044\u5206\u3051\u3001\u8907\u6570\u74b0\u5883\u3001Terraform\u306a\u3069\u306eIaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u6539\u5584\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u62c5\u5f53\u3057\u305f\u304b\u3092\u8cea\u554f\u3057\u307e\u3059\u3002\u53ef\u80fd\u306a\u3089\u3001\u30ea\u30ea\u30fc\u30b9\u983b\u5ea6\u3001\u51e6\u7406\u6642\u9593\u3001\u5fa9\u65e7\u6642\u9593\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u306a\u3069\u306e\u6539\u5584\u524d\u5f8c\u3092\u6570\u5b57\u3067\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n
\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n\u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\nGKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\nAutopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u3067\u306f\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u8ca9\u58f2\u7ba1\u7406\u3001\u4f1a\u54e1\u57fa\u76e4\u3001\u696d\u52d9API\u3001IoT\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u975e\u540c\u671f\u30d0\u30c3\u30c1\u3001\u6c7a\u6e08\u5468\u8fba\u3001AI\u63a8\u8ad6\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308b\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u306a\u306e\u3067\u3001\u696d\u52d9\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5225\u9014\u8a2d\u8a08\u3057\u3001\u53ef\u7528\u6027\u30fb\u6027\u80fd\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u4ef6\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n
\nGKE\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u306f\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u3001GKE\u306e\u7ba1\u7406\u6599\u306b\u52a0\u3048\u3066\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306a\u3069\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u958b\u767a\u8cbb\u306fPoC\u306710\u4e07\u301c50\u4e07\u5186\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3067100\u4e07\u301c500\u4e07\u5186\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u898f\u6a21\u79fb\u884c\u3067500\u4e07\u301c3,000\u4e07\u5186\u4ee5\u4e0a\u304c\u76ee\u5b89\u3067\u3059\u304c\u3001\u8981\u4ef6\u30fb\u671f\u9593\u30fb\u4f53\u5236\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3001\u6708\u984d\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3001\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n
\nKubernetes\u306e\u5c02\u9580\u5bb6\u304c\u3044\u306a\u304f\u3066\u3082GKE\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5c02\u9580\u5bb6\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Autopilot\u3067\u30ce\u30fc\u30c9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001PoC\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3068\u5f15\u304d\u7d99\u304e\u307e\u3067\u652f\u63f4\u3067\u304d\u308b\u4f53\u5236\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n\n\n<\/figure>\n<\/div>\n<\/div>\n\n\n\nGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3057\u305f\u696d\u52d9\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3001\u7d99\u7d9a\u7684\u306b\u914d\u5099\u30fb\u62e1\u5f35\u30fb\u76e3\u8996\u3059\u308b\u305f\u3081\u306e\u5b9f\u884c\u57fa\u76e4\u3067\u3059\u3002GKE\u3092\u63a1\u7528\u3059\u308b\u304b\u306f\u3001\u8907\u6570\u30b5\u30fc\u30d3\u30b9\u3001\u8ca0\u8377\u5909\u52d5\u3001\u7d99\u7d9a\u7684\u30c7\u30ea\u30d0\u30ea\u30fc\u3001\u30b3\u30f3\u30c6\u30ca\u6a19\u6e96\u5316\u3001\u65e2\u5b58\u8cc7\u7523\u3068\u306e\u4e92\u63db\u6027\u3092\u8ef8\u306b\u5224\u65ad\u3057\u307e\u3059\u3002\u5358\u7d14\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u3088\u308a\u904b\u7528\u8ca0\u62c5\u306e\u5c0f\u3055\u3044\u30b5\u30fc\u30d3\u30b9\u3084\u65e2\u5b58\u30d1\u30c3\u30b1\u30fc\u30b8\u306e\u307b\u3046\u304c\u9069\u3059\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n
\n\u6700\u5c0f\u69cb\u6210\u3067\u691c\u8a3c\u3057\u3066\u304b\u3089\u672c\u756a\u3078\u9032\u3080<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n\u5c0e\u5165\u6642\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001PoC\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30a2\u30d7\u30ea\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u904b\u7528\u8a13\u7df4\u306e\u9806\u306b\u9032\u3081\u307e\u3059\u3002Autopilot\u3068Standard\u306f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u904b\u7528\u80fd\u529b\u3092\u57fa\u6e96\u306b\u9078\u3073\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3068\u958b\u767a\u30fb\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u76e3\u67fb\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u3092\u5f8c\u56de\u3057\u306b\u305b\u305a\u3001\u5b9f\u6e2c\u5024\u3068\u5fa9\u5143\u8a13\u7df4\u3067\u672c\u756a\u306e\u6e96\u5099\u5ea6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n
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Autopilot\u3067\u3082\u653e\u7f6e\u3067\u304d\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u304c\u904e\u5927\u306a\u3089\u8cbb\u7528\u304c\u81a8\u3089\u307f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30a8\u30e9\u30fc\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9045\u5ef6\u306f\u81ea\u52d5\u3067\u89e3\u6c7a\u3057\u307e\u305b\u3093\u3002\u30ea\u30ea\u30fc\u30b9\u30c1\u30e3\u30cd\u30eb\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u6642\u9593\u5e2f\u3001Pod\u306e\u5206\u6563\u3001SLO\u3092\u4e8b\u524d\u306b\u5b9a\u7fa9\u3057\u307e\u3059\u3002<\/p>\n\n\n\n Standard\u306f\u3001\u30ce\u30fc\u30c9\u30d7\u30fc\u30eb\u3001\u30de\u30b7\u30f3\u30bf\u30a4\u30d7\u3001OS\u3001GPU\u3001\u30c7\u30a3\u30b9\u30af\u3001\u914d\u7f6e\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3092\u7d30\u304b\u304f\u5236\u5fa1\u3057\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u65e2\u5b58\u306eKubernetes\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u3084\u904b\u7528\u624b\u9806\u3092\u79fb\u884c\u3057\u305f\u3044\u5834\u5408\u3001\u7279\u6b8a\u306a\u30c7\u30fc\u30e2\u30f3\u3084\u30c7\u30d0\u30a4\u30b9\u3092\u4f7f\u3046\u5834\u5408\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3054\u3068\u306b\u7570\u306a\u308b\u30a4\u30f3\u30d5\u30e9\u6761\u4ef6\u304c\u3042\u308b\u5834\u5408\u306f\u3001Standard\u306e\u81ea\u7531\u5ea6\u304c\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n \u305f\u3060\u3057\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u307b\u3069\u3001\u5bb9\u91cf\u8a08\u753b\u3001\u30ce\u30fc\u30c9\u306e\u66f4\u65b0\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u5206\u3051\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u306e\u8cac\u4efb\u3082\u5897\u3048\u307e\u3059\u3002Standard\u3092\u9078\u3076\u5834\u5408\u306f\u3001\u8ab0\u304c\u30ce\u30fc\u30c9\u3092\u7ba1\u7406\u3057\u3001\u6708\u6b21\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u3069\u3046\u5b9f\u65bd\u3057\u3001\u4f11\u65e5\u3084\u591c\u9593\u306e\u969c\u5bb3\u306b\u8ab0\u304c\u5bfe\u5fdc\u3059\u308b\u306e\u304b\u3092\u5951\u7d04\u30fb\u904b\u7528\u8a2d\u8a08\u3078\u843d\u3068\u3057\u8fbc\u307f\u307e\u3059\u3002<\/p>\n\n\n\n \u300c\u30ce\u30fc\u30c9\u3092\u76f4\u63a5\u5236\u5fa1\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300cGPU\u3084\u7279\u6b8a\u306a\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8981\u4ef6\u306f\u3042\u308a\u307e\u3059\u304b\u300d\u300c\u6bce\u6708\u306e\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3092\u62c5\u5f53\u3067\u304d\u307e\u3059\u304b\u300d\u300cPod\u5358\u4f4d\u306e\u8ab2\u91d1\u3068\u30ce\u30fc\u30c9\u5358\u4f4d\u306e\u8ab2\u91d1\u3092\u6bd4\u8f03\u3057\u307e\u3057\u305f\u304b\u300d\u3068\u78ba\u8a8d\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u65e2\u5b58\u306e\u30de\u30cb\u30d5\u30a7\u30b9\u30c8\u304cAutopilot\u306e\u5236\u7d04\u306b\u9069\u5408\u3059\u308b\u304b\u3001Standard\u304b\u3089\u5c06\u6765Autopilot\u3078\u79fb\u884c\u3067\u304d\u308b\u304b\u3082PoC\u3067\u691c\u8a3c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n GKE\u306e\u8cbb\u7528\u306f\u3001\u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u3068\u958b\u767a\u30fb\u904b\u7528\u8cbb\u3092\u5206\u3051\u3066\u8003\u3048\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3092\u898b\u3066\u300c\u5b89\u3044\u300d\u3068\u5224\u65ad\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u307e\u305f\u306fPod\u306e\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001NAT\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001GPU\u306a\u3069\u306e\u8cbb\u7528\u3092\u898b\u843d\u3068\u3057\u307e\u3059\u3002\u53d7\u8a17\u958b\u767a\u3067\u306f\u3001\u521d\u671f\u69cb\u7bc9\u8cbb\u3068\u6bce\u6708\u306e\u904b\u7528\u8cbb\u3082\u5225\u306b\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n \u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n 2026\u5e74\u6642\u70b9\u306e\u516c\u5f0f\u6599\u91d1\u3067\u306f\u3001GKE\u306e\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u6599\u306f1\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6bce\u66420.10\u30c9\u30eb\u3067\u3059\u3002730\u6642\u9593\u7a3c\u50cd\u306a\u3089\u5358\u7d14\u8a08\u7b97\u306773\u30c9\u30eb\u3067\u3059\u304c\u3001\u8acb\u6c42\u30a2\u30ab\u30a6\u30f3\u30c8\u306b\u306f\u670874.40\u30c9\u30eb\u76f8\u5f53\u306e\u7121\u6599\u67a0\u304c\u3042\u308a\u307e\u3059\u3002\u7121\u6599\u67a0\u306f\u5bfe\u8c61\u30af\u30e9\u30b9\u30bf\u3084SKU\u306b\u5236\u9650\u304c\u3042\u308a\u3001Compute Engine\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u306a\u3069\u304c\u3059\u3079\u3066\u7121\u6599\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n Autopilot\u306e\u4e00\u822c\u7684\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3067\u306f\u3001Pod\u304c\u8981\u6c42\u3059\u308bvCPU\u3068\u30e1\u30e2\u30ea\u3092\u57fa\u6e96\u306b\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002\u516c\u5f0f\u6599\u91d1\u306e\u4e00\u4f8b\u3067\u3001vCPU\u304c\u6bce\u66420.0445\u30c9\u30eb\u3001\u30e1\u30e2\u30ea\u304cGiB\u6bce\u66420.0049225\u30c9\u30eb\u306e\u5834\u5408\u30012 vCPU\u30fb8GiB\u3092730\u6642\u9593\u4f7f\u3046\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3060\u3051\u3067\u7d0494\u30c9\u30eb\u3067\u3059\u30021\u30c9\u30eb150\u5186\u3068\u4eee\u7f6e\u304d\u3059\u308c\u3070\u7d041.4\u4e07\u5186\u3067\u3059\u304c\u3001\u70ba\u66ff\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u5272\u5f15\u3001\u30c7\u30a3\u30b9\u30af\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b5\u3001\u5916\u90e8\u901a\u4fe1\u3067\u5909\u52d5\u3057\u307e\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u6599\u91d1\u8868\uff082026\u5e74\uff09\u3067\u3059\u3002<\/p>\n\n\n\n \u8981\u4ef6\u5b9a\u7fa9\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3001IaC\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30c6\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3092\u542b\u3080\u53d7\u8a17\u958b\u767a\u8cbb\u306b\u3001\u516c\u7684\u306a\u7d71\u4e00\u76f8\u5834\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u6848\u4ef6\u898f\u6a21\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u691c\u8a3c\u3084\u5c0f\u898f\u6a21PoC\u306f\u521d\u671f10\u4e07\u301c50\u4e07\u5186\u30012\u301c6\u9031\u9593\u7a0b\u5ea6\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f100\u4e07\u301c500\u4e07\u5186\u30013\u301c6\u304b\u6708\u7a0b\u5ea6\u304c\u3072\u3068\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306f\u500b\u5225\u898b\u7a4d\u3067\u306f\u306a\u304f\u3001\u8981\u4ef6\u3068\u4f53\u5236\u306b\u3088\u3063\u3066\u5927\u304d\u304f\u5909\u308f\u308b\u6982\u7b97\u3067\u3059\u3002<\/p>\n\n\n\n \u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u30fb\u30de\u30a4\u30af\u30ed\u30b5\u30fc\u30d3\u30b9\u5316\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u6bb5\u968e\u79fb\u884c\u3001\u8907\u6570\u74b0\u5883\u3001\u6027\u80fd\u8a66\u9a13\u307e\u3067\u542b\u3081\u308b\u3068\u3001\u521d\u671f500\u4e07\u301c3,000\u4e07\u5186\u30016\u301c12\u304b\u6708\u7a0b\u5ea6\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u8907\u6570\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u9ad8\u53ef\u7528\u6027\u3001\u898f\u5236\u5bfe\u5fdc\u300124\u6642\u9593\u904b\u7528\u3001GPU\u306a\u3069\u3092\u4f34\u3046\u5927\u898f\u6a21\u6848\u4ef6\u3067\u306f\u30013,000\u4e07\u5186\u304b\u30891\u5104\u5186\u4ee5\u4e0a\u300112\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u60f3\u5b9a\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u76f8\u5834\u306e\u6570\u5b57\u3060\u3051\u3067\u306a\u304f\u3001\u542b\u307e\u308c\u308b\u6210\u679c\u7269\u3068\u8cac\u4efb\u7bc4\u56f2\u3092\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n \u307e\u305a\u3001\u74b0\u5883\u3054\u3068\u306e\u30af\u30e9\u30b9\u30bf\u6570\u3001\u7a3c\u50cd\u6642\u9593\u3001Pod\u306eCPU\u30fb\u30e1\u30e2\u30ea\u8981\u6c42\u3001\u5e73\u5747\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u4fdd\u6301\u671f\u9593\u3001\u901a\u4fe1\u91cf\u3092\u7f6e\u304d\u307e\u3059\u3002\u6b21\u306b\u3001\u521d\u671f\u8cbb\u7528\u3092\u8981\u4ef6\u5b9a\u7fa9\u3001\u8a2d\u8a08\u3001\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u6559\u80b2\u306b\u5206\u3051\u3001\u6708\u984d\u8cbb\u7528\u3092\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u4fdd\u5b88\u3001SRE\u5bfe\u5fdc\u306b\u5206\u3051\u307e\u3059\u3002Autopilot\u3067\u306f\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3092\u5b9f\u6e2c\u306b\u8fd1\u3065\u3051\u3001Standard\u3067\u306f\u30ce\u30fc\u30c9\u306e\u7a3c\u50cd\u7387\u3068\u4f59\u5270\u5bb9\u91cf\u3092\u5b9a\u671f\u7684\u306b\u898b\u76f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n 2025\u5e74\u4ee5\u964d\u306f\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u7ba1\u7406\u3084\u30dd\u30ea\u30b7\u30fc\u7ba1\u7406\u306a\u3069\u306e\u6a5f\u80fd\u304c\u6599\u91d1\u4f53\u7cfb\u306e\u4e2d\u3067\u6574\u7406\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001\u6a5f\u80fd\u304c\u5229\u7528\u3067\u304d\u308b\u3053\u3068\u3068\u3001\u904b\u7528\u8a2d\u8a08\u304c\u5b8c\u6210\u3057\u3066\u3044\u308b\u3053\u3068\u306f\u5225\u3067\u3059\u3002\u51fa\u5178\u306fGKE\u516c\u5f0f\u30d6\u30ed\u30b0\uff082025\u5e74\uff09\u3067\u3059\u3002\u6708\u6b21\u306e\u8cbb\u7528\u30ec\u30dd\u30fc\u30c8\u3067\u3001\u30b5\u30fc\u30d3\u30b9\u30fb\u74b0\u5883\u30fb\u30c1\u30fc\u30e0\u5358\u4f4d\u306b\u5229\u7528\u91cf\u3068\u4e88\u7b97\u5dee\u7570\u3092\u78ba\u8a8d\u3059\u308b\u4ed5\u7d44\u307f\u3092\u4f5c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n \u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3093\u3067\u3082\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b89\u5168\u6027\u304c\u81ea\u52d5\u3067\u5b8c\u6210\u3059\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30af\u30e9\u30a6\u30c9\u306e\u8cac\u4efb\u5171\u6709\u30e2\u30c7\u30eb\u3092\u524d\u63d0\u306b\u3001\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u30a4\u30e1\u30fc\u30b8\u3001\u79d8\u5bc6\u60c5\u5831\u3001\u30c7\u30fc\u30bf\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u5bfe\u5fdc\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u5206\u985e\u3068\u59d4\u8a17\u5148\u7ba1\u7406\u3092\u8981\u4ef6\u5b9a\u7fa9\u306e\u6bb5\u968e\u304b\u3089\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n Google Cloud\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fIAM\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u30ea\u30bd\u30fc\u30b9\u3078\u306e\u6a29\u9650\u306fKubernetes RBAC\u3067\u7ba1\u7406\u3057\u307e\u3059\u3002\u958b\u767a\u8005\u306b\u672c\u756a\u30af\u30e9\u30b9\u30bf\u5168\u4f53\u306e\u7ba1\u7406\u6a29\u9650\u3092\u4e0e\u3048\u305a\u3001Namespace\u3084\u696d\u52d9\u5358\u4f4d\u306b\u5fc5\u8981\u306a\u64cd\u4f5c\u3060\u3051\u3092\u4ed8\u4e0e\u3057\u307e\u3059\u3002\u30ce\u30fc\u30c9\u306e\u30b5\u30fc\u30d3\u30b9\u30a2\u30ab\u30a6\u30f3\u30c8\u3082\u65e2\u5b9a\u306e\u5e83\u3044\u6a29\u9650\u306b\u983c\u3089\u305a\u3001\u5c02\u7528\u30a2\u30ab\u30a6\u30f3\u30c8\u3068\u6700\u5c0f\u6a29\u9650\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n\n\n\n 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24\u6642\u9593\u5bfe\u5fdc\u304c\u5fc5\u8981\u304b\u3001\u55b6\u696d\u6642\u9593\u5185\u306e\u5bfe\u5fdc\u3067\u3088\u3044\u304b\u3001SLO\u3084\u4e00\u6b21\u5fdc\u7b54\u6642\u9593\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u969c\u5bb3\u6642\u306e\u9023\u7d61\u7d4c\u8def\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u306e\u5b9f\u65bd\u8005\u3001\u8106\u5f31\u6027\u306e\u4fee\u6b63\u671f\u9650\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u8a13\u7df4\u3001\u8cbb\u7528\u6700\u9069\u5316\u30ec\u30dd\u30fc\u30c8\u306e\u983b\u5ea6\u3082\u5951\u7d04\u306b\u660e\u8a18\u3057\u307e\u3059\u3002\u5185\u88fd\u5316\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u5f15\u304d\u7d99\u304e\u671f\u9593\u3001\u904b\u7528\u624b\u9806\u3001\u6559\u80b2\u3001\u30b3\u30fc\u30c9\u3068\u8a2d\u5b9a\u306e\u6240\u6709\u6a29\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n \u898b\u7a4d\u4f9d\u983c\u66f8\u306b\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30e2\u30fc\u30c9\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u53ef\u7528\u6027\u3001\u5229\u7528\u8005\u6570\u3001\u30d4\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30c7\u30fc\u30bf\u91cf\u3001CI\/CD\u3001\u76e3\u8996\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u79fb\u884c\u3001\u4fdd\u5b88\u3001IaC\u306e\u7d0d\u54c1\u7bc4\u56f2\u3092\u542b\u3081\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3068\u30af\u30e9\u30a6\u30c9\u6708\u984d\u3092\u5206\u3051\u3001\u524d\u63d0\u6761\u4ef6\u30fb\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u6761\u4ef6\u307e\u3067\u4e26\u3079\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u306e\u6bd4\u8f03\u3092\u907f\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n \u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a><\/p>\n\n \u25b6 \u8a73\u7d30\u306f\u3053\u3061\u3089\uff1aGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n GKE\u306f\u67d4\u8edf\u306a\u5206\u3001\u8a2d\u8a08\u3092\u6025\u3050\u3068\u300c\u30af\u30e9\u30b9\u30bf\u306f\u52d5\u304f\u304c\u696d\u52d9\u304c\u5b89\u5b9a\u3057\u306a\u3044\u300d\u3068\u3044\u3046\u72b6\u614b\u306b\u306a\u308a\u3084\u3059\u3044\u3067\u3059\u3002\u5931\u6557\u3092\u6280\u8853\u8a2d\u5b9a\u3060\u3051\u306e\u554f\u984c\u3068\u8003\u3048\u305a\u3001\u8981\u4ef6\u3001\u8cac\u4efb\u5206\u754c\u3001\u904b\u7528\u3001\u8cbb\u7528\u306e\u898b\u843d\u3068\u3057\u3068\u3057\u3066\u6574\u7406\u3057\u307e\u3059\u3002\u65e9\u3044\u6bb5\u968e\u3067\u5c0f\u3055\u306a\u691c\u8a3c\u3092\u5b9f\u65bd\u3057\u3001\u5b9f\u6e2c\u5024\u3067\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u6709\u52b9\u3067\u3059\u3002<\/p>\n\n\n\n \u30b5\u30fc\u30d3\u30b9\u3092\u7d30\u304b\u304f\u5206\u5272\u3057\u3001\u8907\u6570\u30af\u30e9\u30b9\u30bf\u3084\u9ad8\u5ea6\u306a\u30b5\u30fc\u30d3\u30b9\u30e1\u30c3\u30b7\u30e5\u307e\u3067\u6700\u521d\u304b\u3089\u5c0e\u5165\u3059\u308b\u3068\u3001\u958b\u767a\u30fb\u76e3\u8996\u30fb\u969c\u5bb3\u5bfe\u5fdc\u306e\u8ca0\u62c5\u304c\u6025\u5897\u3057\u307e\u3059\u3002\u307e\u305a\u306f\u696d\u52d9\u4e0a\u306e\u5883\u754c\u304c\u660e\u78ba\u3067\u3001\u72ec\u7acb\u3057\u3066\u5909\u66f4\u30fb\u62e1\u5f35\u3059\u308b\u4fa1\u5024\u304c\u9ad8\u3044\u30b5\u30fc\u30d3\u30b9\u306b\u7d5e\u308a\u307e\u3059\u3002\u5c06\u6765\u306e\u5206\u5272\u53ef\u80fd\u6027\u3092\u6b8b\u3057\u306a\u304c\u3089\u3001\u904b\u7528\u30c1\u30fc\u30e0\u304c\u7406\u89e3\u3067\u304d\u308b\u69cb\u6210\u304b\u3089\u59cb\u3081\u307e\u3059\u3002<\/p>\n\n\n\n Autopilot\u3092\u9078\u3093\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30ea\u30bd\u30fc\u30b9\u8981\u6c42\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3001\u6a29\u9650\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u306f\u6b8b\u308a\u307e\u3059\u3002Standard\u3067\u306f\u3055\u3089\u306b\u30ce\u30fc\u30c9\u904b\u7528\u304c\u52a0\u308f\u308a\u307e\u3059\u3002\u8ab0\u304c\u4f55\u3092\u62c5\u5f53\u3059\u308b\u304b\u3092RACI\u306a\u3069\u3067\u53ef\u8996\u5316\u3057\u3001\u5e73\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u3001\u30d0\u30fc\u30b8\u30e7\u30f3\u66f4\u65b0\u3068\u969c\u5bb3\u6642\u306e\u4f5c\u696d\u3082\u542b\u3081\u3066\u8a13\u7df4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n \u672c\u756a\u7a3c\u50cd\u5f8c\u306b\u521d\u3081\u3066\u8acb\u6c42\u984d\u3092\u898b\u308b\u3068\u3001\u30ed\u30b0\u306e\u53ce\u96c6\u91cf\u3001\u5916\u5411\u304d\u901a\u4fe1\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u691c\u8a3c\u74b0\u5883\u3001\u904e\u5927\u306aPod\u8981\u6c42\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u4fdd\u6301\u671f\u9593\u304c\u539f\u56e0\u3067\u4e88\u7b97\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u74b0\u5883\u5225\u30fb\u30b5\u30fc\u30d3\u30b9\u5225\u306e\u4e88\u7b97\u3068\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u8ca0\u8377\u8a66\u9a13\u306e\u7d50\u679c\u304b\u3089\u6708\u984d\u3092\u8a66\u7b97\u3057\u307e\u3059\u3002\u8cbb\u7528\u524a\u6e1b\u3060\u3051\u3092\u512a\u5148\u3057\u3066\u53ef\u7528\u6027\u3084\u76e3\u67fb\u8981\u4ef6\u3092\u640d\u306a\u308f\u306a\u3044\u3088\u3046\u3001\u524a\u6e1b\u53ef\u80fd\u306a\u9805\u76ee\u3068\u5b88\u308b\u3079\u304dSLO\u3092\u5206\u3051\u307e\u3059\u3002<\/p>\n\n\n\n GKE\u306e\u5c0e\u5165\u524d\u306b\u306f\u3001\u6280\u8853\u306e\u96e3\u3057\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u8cbb\u7528\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u4e92\u63db\u6027\u3001\u62c5\u5f53\u8005\u306e\u30b9\u30ad\u30eb\u3001\u6cd5\u4ee4\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u8cea\u554f\u304c\u5bc4\u305b\u3089\u308c\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u691c\u8a0e\u6642\u306b\u7279\u306b\u78ba\u8a8d\u3055\u308c\u3084\u3059\u30443\u3064\u306e\u7591\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n \u8ca9\u58f2\u7ba1\u7406\u3001\u4f1a\u54e1\u57fa\u76e4\u3001\u696d\u52d9API\u3001IoT\u30c7\u30fc\u30bf\u51e6\u7406\u3001\u975e\u540c\u671f\u30d0\u30c3\u30c1\u3001\u6c7a\u6e08\u5468\u8fba\u3001AI\u63a8\u8ad6\u306a\u3069\u3001\u30b3\u30f3\u30c6\u30ca\u5316\u3067\u304d\u308b\u591a\u304f\u306e\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002GKE\u306f\u5b9f\u884c\u57fa\u76e4\u306a\u306e\u3067\u3001\u696d\u52d9\u6a5f\u80fd\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u5225\u9014\u8a2d\u8a08\u3057\u3001\u53ef\u7528\u6027\u30fb\u6027\u80fd\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8981\u4ef6\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u307e\u3059\u3002<\/p>\n\n\n\n \u30af\u30e9\u30a6\u30c9\u5229\u7528\u6599\u306f\u3001GKE\u306e\u7ba1\u7406\u6599\u306b\u52a0\u3048\u3066\u8a08\u7b97\u8cc7\u6e90\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u901a\u4fe1\u3001\u30ed\u30b0\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306a\u3069\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u958b\u767a\u8cbb\u306fPoC\u306710\u4e07\u301c50\u4e07\u5186\u3001\u5c0f\u898f\u6a21\u306a\u672c\u756a\u30b7\u30b9\u30c6\u30e0\u3067100\u4e07\u301c500\u4e07\u5186\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u306e\u5927\u898f\u6a21\u79fb\u884c\u3067500\u4e07\u301c3,000\u4e07\u5186\u4ee5\u4e0a\u304c\u76ee\u5b89\u3067\u3059\u304c\u3001\u8981\u4ef6\u30fb\u671f\u9593\u30fb\u4f53\u5236\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u3001\u6708\u984d\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3001\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n \u5c0e\u5165\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5c02\u9580\u5bb6\u304c\u4e0d\u8981\u306b\u306a\u308b\u308f\u3051\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002Autopilot\u3067\u30ce\u30fc\u30c9\u7ba1\u7406\u306e\u8ca0\u62c5\u3092\u6e1b\u3089\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u306e\u30b3\u30f3\u30c6\u30ca\u5316\u3001\u6a29\u9650\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u306e\u77e5\u8b58\u306f\u5fc5\u8981\u3067\u3059\u3002\u793e\u5185\u306b\u7d4c\u9a13\u8005\u304c\u5c11\u306a\u3044\u5834\u5408\u306f\u3001PoC\u304b\u3089\u904b\u7528\u8a2d\u8a08\u3068\u5f15\u304d\u7d99\u304e\u307e\u3067\u652f\u63f4\u3067\u304d\u308b\u4f53\u5236\u3092\u7528\u610f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n Google Kubernetes 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\u5c0e\u5165\u6642\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001PoC\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u8a08\u3001\u30a2\u30d7\u30ea\u5b9f\u88c5\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u904b\u7528\u8a13\u7df4\u306e\u9806\u306b\u9032\u3081\u307e\u3059\u3002Autopilot\u3068Standard\u306f\u3001\u5fc5\u8981\u306a\u5236\u5fa1\u3068\u904b\u7528\u80fd\u529b\u3092\u57fa\u6e96\u306b\u9078\u3073\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3068\u958b\u767a\u30fb\u4fdd\u5b88\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u76e3\u67fb\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30a2\u30c3\u30d7\u30b0\u30ec\u30fc\u30c9\u3001\u969c\u5bb3\u5bfe\u5fdc\u3092\u5f8c\u56de\u3057\u306b\u305b\u305a\u3001\u5b9f\u6e2c\u5024\u3068\u5fa9\u5143\u8a13\u7df4\u3067\u672c\u756a\u306e\u6e96\u5099\u5ea6\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002<\/p>\n\n\n\n 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GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u306e\u9078\u3073\u65b9<\/strong><\/h2>\n\n\n\n
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u3068\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\u4fdd\u5b88\u4f53\u5236\u3068\u767a\u6ce8\u524d\u306e\u78ba\u8a8d\u9805\u76ee<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
GKE\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u8d77\u3053\u308a\u3084\u3059\u3044\u5931\u6557\u3068\u5bfe\u7b56<\/strong><\/h2>\n\n\n\n
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u6700\u521d\u304b\u3089\u8907\u96d1\u306a\u69cb\u6210\u306b\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\u30de\u30cd\u30fc\u30b8\u30c9\u3060\u304b\u3089\u904b\u7528\u4e0d\u8981\u3068\u8003\u3048\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3092\u5f8c\u304b\u3089\u78ba\u8a8d\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
Google Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n
<\/figure>\n<\/div>\n<\/div>\n\n\n\nGKE\u3067\u306f\u3069\u306e\u3088\u3046\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
GKE\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u306f\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
Kubernetes\u306e\u5c02\u9580\u5bb6\u304c\u3044\u306a\u304f\u3066\u3082GKE\u3092\u5c0e\u5165\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n
<\/figure>\n<\/div>\n<\/div>\n\n\n\n\u6700\u5c0f\u69cb\u6210\u3067\u691c\u8a3c\u3057\u3066\u304b\u3089\u672c\u756a\u3078\u9032\u3080<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\u30d9\u30f3\u30c0\u30fc\u9078\u5b9a\u3067\u306f\u6210\u679c\u7269\u3068\u904b\u7528\u8cac\u4efb\u3092\u6bd4\u8f03\u3059\u308b<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u9032\u3081\u65b9\/\u3084\u308a\u65b9\/\u6d41\u308c\u3084\u65b9\u6cd5\/\u624b\u6cd5\/\u5de5\u7a0b\/\u624b\u9806<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3067\u304a\u3059\u3059\u3081\u306e\u958b\u767a\u4f1a\u793e\/\u30d9\u30f3\u30c0\u30fc6\u9078\u3068\u9078\u3073\u65b9<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066<\/a>
\n\u30fbGoogle Kubernetes Engine\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u767a\u6ce8\/\u5916\u6ce8\/\u4f9d\u983c\/\u59d4\u8a17\u65b9\u6cd5\u306b\u3064\u3044\u3066<\/a><\/p>\n\n\n\n