{"id":39196,"date":"2026-08-08T06:52:39","date_gmt":"2026-08-07T21:52:39","guid":{"rendered":"https:\/\/www.ripla.co.jp\/blog\/?p=39196"},"modified":"2026-08-08T06:52:39","modified_gmt":"2026-08-07T21:52:39","slug":"mongodb-cost","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/system\/mongodb-cost\/","title":{"rendered":"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u898b\u7a4d\u76f8\u5834\u3084\u8cbb\u7528\/\u30b3\u30b9\u30c8\/\u5024\u6bb5\u306b\u3064\u3044\u3066"},"content":{"rendered":"\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u306f\u3001PoC\u306a\u308950\u4e07\u301c200\u4e07\u5186\u3001\u5c0f\u898f\u6a21\u306a\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306a\u3089300\u4e07\u301c800\u4e07\u5186\u3001\u90e8\u9580\u5411\u3051\u306a\u3089800\u4e07\u301c2,000\u4e07\u5186\u3001\u57fa\u5e79\u9023\u643a\u307e\u3067\u542b\u3080\u30682,000\u4e07\u5186\u301c1\u5104\u5186\u8d85\u304c\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n

\u305f\u3060\u3057\u3001MongoDB\u306e\u5229\u7528\u6599\u91d1\u3060\u3051\u3067\u7dcf\u984d\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306b\u304b\u304b\u308b\u521d\u671f\u8cbb\u7528\u3001Atlas\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u6599\u91d1\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u8cbb\u3001\u4fdd\u5b88\u8cbb\u3001\u8ffd\u52a0\u6539\u4fee\u8cbb\u3092\u5206\u3051\u3001\u4fa1\u683c\u5e2f\u306e\u6839\u62e0\u3068\u5909\u52d5\u8981\u56e0\u3001\u898b\u7a4d\u3082\u308a\u3067\u78ba\u8a8d\u3059\u3079\u304d\u9805\u76ee\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u9032\u3081\u65b9\u307e\u3067\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbMongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u3092\u8003\u3048\u308b\u5168\u4f53\u50cf<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u3092\u5168\u4f53\u3067\u8003\u3048\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u88fd\u54c1\u306e\u6599\u91d1\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u3092\u52d5\u304b\u3059\u305f\u3081\u306e\u4ed5\u7d44\u307f\u5168\u4f53\u306b\u304b\u304b\u308b\u8cbb\u7528\u3067\u3059\u3002\u753b\u9762\u3001API\u3001\u8a8d\u8a3c\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3001\u76e3\u8996\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u79fb\u884c\u3092\u3069\u3053\u307e\u3067\u542b\u3081\u308b\u304b\u3067\u3001\u898b\u7a4d\u984d\u306f\u5927\u304d\u304f\u5909\u308f\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u521d\u671f\u8cbb\u7528\u3068\u904b\u7528\u8cbb\u7528\u3092\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u521d\u671f\u8cbb\u7528\u306b\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u753b\u9762\u30fbAPI\u958b\u767a\u3001\u30c6\u30b9\u30c8\u3001\u79fb\u884c\u3001\u30ea\u30ea\u30fc\u30b9\u6e96\u5099\u306a\u3069\u304c\u542b\u307e\u308c\u307e\u3059\u3002\u4e00\u65b9\u3001\u904b\u7528\u958b\u59cb\u5f8c\u306b\u306f\u3001Atlas\u3084\u30af\u30e9\u30a6\u30c9\u306e\u5229\u7528\u6599\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001\u969c\u5bb3\u5bfe\u5fdc\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u66f4\u65b0\u3001\u8efd\u5fae\u306a\u6539\u4fee\u306a\u3069\u304c\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3057\u307e\u3059\u3002\u521d\u671f\u8cbb\u7528\u304c\u5b89\u304f\u898b\u3048\u3066\u3082\u3001\u4fdd\u5b88\u3084\u30af\u30e9\u30a6\u30c9\u306e\u6761\u4ef6\u304c\u5225\u7d19\u306b\u96a0\u308c\u3066\u3044\u308b\u3068\u30013\u5e74\u5f8c\u306e\u7dcf\u984d\u304c\u60f3\u5b9a\u3092\u8d85\u3048\u308b\u305f\u3081\u6ce8\u610f\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

MongoDB\u306e\u6599\u91d1\u3060\u3051\u3067\u306f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306f\u5b8c\u6210\u3057\u307e\u305b\u3093<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

MongoDB\u306f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u9867\u5ba2\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\u3001\u5546\u54c1\u60c5\u5831\u3001\u554f\u3044\u5408\u308f\u305b\u5c65\u6b74\u3001IoT\u30a4\u30d9\u30f3\u30c8\u3001\u64cd\u4f5c\u30ed\u30b0\u306a\u3069\u3001\u30ec\u30b3\u30fc\u30c9\u3054\u3068\u306b\u9805\u76ee\u304c\u5909\u308f\u308a\u3084\u3059\u3044\u30c7\u30fc\u30bf\u3092\u6271\u3044\u3084\u3059\u3044\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u5b9f\u969b\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u306f\u3001\u5229\u7528\u8005\u753b\u9762\u3001\u696d\u52d9\u30eb\u30fc\u30eb\u3092\u5b9f\u88c5\u3059\u308bAPI\u3001\u6a29\u9650\u7ba1\u7406\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u3001\u5e33\u7968\u3001\u30ed\u30b0\u3001\u969c\u5bb3\u6642\u306e\u5fa9\u65e7\u624b\u9806\u3082\u5fc5\u8981\u3067\u3059\u3002\u3053\u308c\u3089\u3092\u542b\u3081\u3066\u521d\u3081\u3066\u3001\u73fe\u5834\u304c\u4f7f\u3048\u308b\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u76f8\u5834\u3068\u958b\u767a\u671f\u9593<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u76f8\u5834\u3092\u78ba\u8a8d\u3059\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

MongoDB\u5c02\u7528\u306e\u65e5\u672c\u5411\u3051\u958b\u767a\u8cbb\u76f8\u5834\u3092\u793a\u3059\u516c\u7684\u306a\u7d71\u8a08\u306f\u78ba\u8a8d\u3067\u304d\u306a\u3044\u305f\u3081\u3001\u4ee5\u4e0b\u306e\u91d1\u984d\u306f\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u4e00\u822c\u306e\u76ee\u5b89\u306b\u3001MongoDB\u7279\u6709\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u6027\u80fd\u691c\u8a3c\u3001\u79fb\u884c\u3001\u904b\u7528\u8a2d\u8a08\u3092\u52a0\u5473\u3057\u305f\u7de8\u96c6\u4e0a\u306e\u63a8\u5b9a\u3067\u3059\u3002\u8981\u4ef6\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u9023\u643a\u6570\u3001\u53ef\u7528\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u305f\u3081\u3001\u4e88\u7b97\u8a08\u753b\u3067\u306f\u5e45\u306e\u3042\u308b\u30ec\u30f3\u30b8\u3068\u3057\u3066\u5229\u7528\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u6280\u8853\u691c\u8a3c\u30fb\u5c0f\u898f\u6a21PoC\u306f50\u4e07\u301c200\u4e07\u5186\u30012\u301c6\u9031\u9593\u304c\u76ee\u5b89\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

MongoDB\u3092\u63a1\u7528\u3067\u304d\u308b\u304b\u78ba\u304b\u3081\u308bPoC\u3067\u306f\u3001\u4ee3\u8868\u7684\u306a\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3092\u4f5c\u308a\u3001\u4e3b\u8981\u306aCRUD\u51e6\u7406\u3001\u691c\u7d22\u3001\u96c6\u8a08\u3001\u8a8d\u8a3c\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u306a\u3069\u3092\u691c\u8a3c\u3057\u307e\u3059\u3002\u753b\u9762\u3092\u5168\u7a2e\u985e\u4f5c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u6700\u3082\u30ea\u30b9\u30af\u304c\u9ad8\u3044\u51e6\u7406\u306b\u7d5e\u308b\u5834\u5408\u3001\u8cbb\u7528\u306f50\u4e07\u301c200\u4e07\u5186\u3001\u671f\u9593\u306f2\u301c6\u9031\u9593\u7a0b\u5ea6\u304c\u4e00\u3064\u306e\u76ee\u5b89\u3067\u3059\u3002\u65e2\u5b58RDB\u304b\u3089\u306e\u30c7\u30fc\u30bf\u5909\u63db\u3084\u30d4\u30fc\u30af\u6027\u80fd\u307e\u3067\u691c\u8a3c\u3059\u308b\u5834\u5408\u306f\u3001\u5bfe\u8c61\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u3068\u8a66\u9a13\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u4e0a\u9650\u5074\u306b\u5bc4\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5c0f\u898f\u6a21\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u30fbMVP\u306f300\u4e07\u301c800\u4e07\u5186\u30012\u301c4\u304b\u6708\u304c\u76ee\u5b89\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5229\u7528\u8005\u3084\u696d\u52d9\u7bc4\u56f2\u3092\u9650\u5b9a\u3057\u305fMVP\u3067\u306f\u3001\u30ed\u30b0\u30a4\u30f3\u3001\u6a29\u9650\u3001\u6570\u753b\u9762\u3001\u4e3b\u8981API\u3001MongoDB Atlas\u306e\u521d\u671f\u8a2d\u5b9a\u3001\u30c6\u30b9\u30c8\u3001\u521d\u671f\u30c7\u30fc\u30bf\u6295\u5165\u306a\u3069\u3092\u5b9f\u88c5\u3057\u307e\u3059\u3002\u8cbb\u7528\u306f300\u4e07\u301c800\u4e07\u5186\u3001\u671f\u9593\u306f2\u301c4\u304b\u6708\u7a0b\u5ea6\u304c\u76ee\u5b89\u3067\u3059\u3002\u9867\u5ba2\u7ba1\u7406\u3084\u5546\u54c1\u7ba1\u7406\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u6bd4\u8f03\u7684\u67d4\u8edf\u306a\u696d\u52d9\u306a\u3089\u9032\u3081\u3084\u3059\u3044\u4e00\u65b9\u3001\u5e33\u7968\u306e\u7a2e\u985e\u3001\u627f\u8a8d\u7d4c\u8def\u3001\u5916\u90e8\u9023\u643a\u304c\u5897\u3048\u308b\u3068\u3001\u540c\u3058\u300c\u5c0f\u898f\u6a21\u300d\u3067\u3082\u8cbb\u7528\u306f\u4e0a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u90e8\u9580\u5411\u3051\u306f800\u4e07\u301c2,000\u4e07\u5186\u30014\u301c9\u304b\u6708\u304c\u76ee\u5b89\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8907\u6570\u306e\u6a29\u9650\u3001\u627f\u8a8d\u3001\u5916\u90e8\u30b5\u30fc\u30d3\u30b9\u9023\u643a\u3001\u5e33\u7968\u3001\u76e3\u67fb\u30ed\u30b0\u3001\u65e2\u5b58\u30c7\u30fc\u30bf\u306e\u79fb\u884c\u3001\u904b\u7528\u5f15\u304d\u7d99\u304e\u307e\u3067\u542b\u3080\u90e8\u9580\u5411\u3051\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001800\u4e07\u301c2,000\u4e07\u5186\u7a0b\u5ea6\u304c\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002\u671f\u9593\u306f4\u301c9\u304b\u6708\u7a0b\u5ea6\u3092\u898b\u8fbc\u307f\u307e\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u306e\u30ea\u30cf\u30fc\u30b5\u30eb\u3001\u73fe\u5834\u53d7\u3051\u5165\u308c\u30c6\u30b9\u30c8\u3001\u4e26\u884c\u7a3c\u50cd\u3001\u6559\u80b2\u3092\u7701\u304f\u3068\u3001\u7d0d\u54c1\u5f8c\u306b\u8ffd\u52a0\u8cbb\u7528\u304c\u767a\u751f\u3057\u3084\u3059\u3044\u305f\u3081\u3001\u521d\u671f\u898b\u7a4d\u3082\u308a\u306b\u542b\u3081\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u57fa\u5e79\u9023\u643a\u30fb\u9ad8\u53ef\u7528\u6027\u306f2,000\u4e07\u301c1\u5104\u5186\u8d85\u30019\u301c18\u304b\u6708\u4ee5\u4e0a\u304c\u76ee\u5b89\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8907\u6570\u62e0\u70b9\u3001\u65e2\u5b58\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u3001\u53b3\u3057\u3044RTO\u30fbRPO\u300124\u6642\u9593\u76e3\u8996\u3001\u76e3\u67fb\u3001\u6bb5\u968e\u79fb\u884c\u3001\u5197\u9577\u5316\u307e\u3067\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306f\u30012,000\u4e07\u301c1\u5104\u5186\u8d85\u306b\u306a\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u671f\u9593\u30829\u301c18\u304b\u6708\u4ee5\u4e0a\u3092\u898b\u8fbc\u307f\u307e\u3059\u3002\u3053\u308c\u306fMongoDB\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u3060\u3051\u3067\u9ad8\u304f\u306a\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u505c\u6b62\u3067\u304d\u306a\u3044\u696d\u52d9\u3092\u5b89\u5168\u306b\u79fb\u884c\u3059\u308b\u305f\u3081\u306e\u8a2d\u8a08\u3001\u8a66\u9a13\u3001\u4f53\u5236\u3001\u904b\u7528\u5951\u7d04\u304c\u5897\u3048\u308b\u305f\u3081\u3067\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u306e\u5185\u8a33<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u5185\u8a33\u3092\u5206\u89e3\u3059\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u76f8\u898b\u7a4d\u3082\u308a\u3067\u6bd4\u8f03\u3057\u3084\u3059\u304f\u3059\u308b\u306b\u306f\u3001\u958b\u767a\u4f1a\u793e\u306b\u300c\u4e00\u5f0f\u300d\u3067\u306f\u306a\u304f\u5de5\u7a0b\u3054\u3068\u306e\u91d1\u984d\u3092\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002MongoDB\u6848\u4ef6\u3067\u306f\u3001\u30a2\u30d7\u30ea\u958b\u767a\u3060\u3051\u3092\u898b\u3066\u3044\u308b\u3068\u3001\u30c7\u30fc\u30bf\u8a2d\u8a08\u3084\u79fb\u884c\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u304c\u629c\u3051\u843d\u3061\u3084\u3059\u3044\u305f\u3081\u3001\u6b21\u306e\u8cbb\u7528\u3092\u500b\u5225\u306b\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u8981\u4ef6\u5b9a\u7fa9\u30fb\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u8cbb\u7528\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8981\u4ef6\u5b9a\u7fa9\u3067\u306f\u3001\u696d\u52d9\u30d5\u30ed\u30fc\u3001\u5229\u7528\u8005\u3001\u6a29\u9650\u3001\u30c7\u30fc\u30bf\u9805\u76ee\u3001\u66f4\u65b0\u983b\u5ea6\u3001\u691c\u7d22\u6761\u4ef6\u3001\u4fdd\u6301\u671f\u9593\u3001\u5916\u90e8\u9023\u643a\u3001\u6027\u80fd\u3001RTO\u30fbRPO\u3092\u6574\u7406\u3057\u307e\u3059\u3002MongoDB\u3067\u306f\u3001RDB\u306e\u8868\u3092\u305d\u306e\u307e\u307e\u79fb\u3059\u306e\u3067\u306f\u306a\u304f\u3001\u753b\u9762\u3084API\u304c\u4e00\u7dd2\u306b\u8aad\u3080\u5358\u4f4d\u3092\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u3057\u3066\u8a2d\u8a08\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u5de5\u6570\u304c\u91cd\u8981\u3067\u3059\u3002\u8981\u4ef6\u5b9a\u7fa9\u66f8\u3001\u753b\u9762\u4e00\u89a7\u3001\u30c7\u30fc\u30bf\u9805\u76ee\u4e00\u89a7\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001API\u4ed5\u69d8\u3001\u975e\u6a5f\u80fd\u8981\u4ef6\u3092\u6210\u679c\u7269\u306b\u542b\u3081\u308b\u3068\u3001\u5f8c\u5de5\u7a0b\u306e\u8ffd\u52a0\u8acb\u6c42\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u753b\u9762\u30fbAPI\u30fb\u8a8d\u8a3c\u30fb\u5916\u90e8\u9023\u643a\u306e\u958b\u767a\u8cbb\u7528\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u696d\u52d9\u753b\u9762\u3001\u30e2\u30d0\u30a4\u30eb\u753b\u9762\u3001API\u3001\u8a8d\u8a3c\u3001\u6a29\u9650\u3001\u5165\u529b\u30c1\u30a7\u30c3\u30af\u3001\u901a\u77e5\u3001CSV\u5165\u51fa\u529b\u3001\u6c7a\u6e08\u3084\u4f1a\u8a08\u306a\u3069\u306e\u5916\u90e8\u9023\u643a\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u5225\u306e\u958b\u767a\u8cbb\u7528\u3067\u3059\u3002\u753b\u9762\u6570\u3060\u3051\u3067\u306a\u304f\u3001\u72b6\u614b\u9077\u79fb\u3001\u627f\u8a8d\u6bb5\u968e\u3001\u30a8\u30e9\u30fc\u6642\u306e\u518d\u9001\u3001\u540c\u6642\u66f4\u65b0\u3001\u76e3\u67fb\u5c65\u6b74\u306b\u3088\u3063\u3066\u5de5\u6570\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u60c5\u5831\u3092\u767b\u9332\u3059\u308b\u3060\u3051\u306e\u753b\u9762\u3068\u3001\u8907\u6570\u90e8\u9580\u306e\u627f\u8a8d\u30fb\u5dee\u3057\u623b\u3057\u30fb\u5c65\u6b74\u53c2\u7167\u304c\u5fc5\u8981\u306a\u753b\u9762\u3067\u306f\u3001\u540c\u30581\u753b\u9762\u3067\u3082\u5fc5\u8981\u306a\u8a2d\u8a08\u3068\u30c6\u30b9\u30c8\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u79fb\u884c\u30fb\u6027\u80fd\u8a66\u9a13\u30fb\u30ea\u30ea\u30fc\u30b9\u8cbb\u7528\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u65e2\u5b58\u306eMySQL\u3084PostgreSQL\u306a\u3069\u304b\u3089\u79fb\u884c\u3059\u308b\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u306e\u68da\u5378\u3057\u3001\u91cd\u8907\u3084\u6b20\u640d\u306e\u6574\u7406\u3001\u5909\u63db\u51e6\u7406\u3001\u79fb\u884c\u30ea\u30cf\u30fc\u30b5\u30eb\u3001\u6574\u5408\u6027\u78ba\u8a8d\u3001\u5207\u308a\u623b\u3057\u8a2d\u8a08\u304c\u5fc5\u8981\u3067\u3059\u3002MongoDB\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u69cb\u9020\u3078\u5909\u63db\u3059\u308b\u30eb\u30fc\u30eb\u304c\u8907\u96d1\u306a\u307b\u3069\u3001\u79fb\u884c\u8cbb\u7528\u306f\u5897\u3048\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u901a\u5e38\u6642\u3060\u3051\u3067\u306a\u304f\u6700\u5927\u30c7\u30fc\u30bf\u91cf\u3001\u30d4\u30fc\u30af\u6642\u306e\u540c\u6642\u63a5\u7d9a\u3001\u91cd\u3044\u96c6\u8a08\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u5fa9\u5143\u3001\u969c\u5bb3\u6642\u306e\u5207\u308a\u66ff\u3048\u3092\u8a66\u9a13\u3059\u308b\u305f\u3081\u3001\u6027\u80fd\u30fb\u969c\u5bb3\u8a66\u9a13\u3092\u521d\u671f\u8cbb\u7528\u304b\u3089\u5916\u3055\u306a\u3044\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u30af\u30e9\u30a6\u30c9\u30fb\u76e3\u8996\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u4fdd\u5b88\u8cbb\u7528\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u672c\u756a\u74b0\u5883\u3067\u306f\u3001\u30af\u30e9\u30b9\u30bf\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u3001\u76e3\u8996\u3001\u30a2\u30e9\u30fc\u30c8\u3001\u30ed\u30b0\u4fdd\u7ba1\u3001\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3001\u6697\u53f7\u5316\u3001\u30d1\u30c3\u30c1\u9069\u7528\u3001\u554f\u3044\u5408\u308f\u305b\u5bfe\u5fdc\u304c\u5fc5\u8981\u3067\u3059\u3002MongoDB\u516c\u5f0f\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c1\u30a7\u30c3\u30af\u30ea\u30b9\u30c8\u3067\u3082\u3001\u8a8d\u8a3c\u3001\u6700\u5c0f\u6a29\u9650\u306e\u30ed\u30fc\u30eb\u3001TLS\u3001\u4fdd\u5b58\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5236\u9650\u3001\u76e3\u67fb\u30ed\u30b0\u306a\u3069\u304c\u78ba\u8a8d\u9805\u76ee\u3068\u3057\u3066\u793a\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: MongoDB\u516c\u5f0f\u300cSecurity Checklist\u300d\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u3053\u308c\u3089\u3092\u958b\u767a\u4f1a\u793e\u306b\u4efb\u305b\u308b\u5834\u5408\u306f\u3001\u6708\u984d\u4fdd\u5b88\u3001\u5bfe\u5fdc\u6642\u9593\u3001\u969c\u5bb3\u6642\u306e\u4e00\u6b21\u5bfe\u5fdc\u3001\u5fa9\u65e7\u652f\u63f4\u306e\u7bc4\u56f2\u3092\u660e\u8a18\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

MongoDB Atlas\u306e\u6599\u91d1\u4f53\u7cfb\u30683\u5e74TCO<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB<\/figure>\n<\/div>\n<\/div>\n\n\n\n

MongoDB Atlas\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u30b5\u30fc\u30d0\u30fc\u3092\u81ea\u793e\u3067\u69cb\u7bc9\u3059\u308b\u8ca0\u62c5\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u6708\u984d\u6599\u91d1\u306f\u30af\u30e9\u30b9\u30bf\u306e\u7a2e\u985e\u3001\u7a3c\u50cd\u6642\u9593\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u3001\u30b5\u30dd\u30fc\u30c8\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u6599\u91d1\u8868\u306e\u6700\u4f4e\u984d\u3092\u672c\u756a\u904b\u7528\u306e\u7dcf\u984d\u3068\u3057\u3066\u6271\u308f\u305a\u3001\u60f3\u5b9a\u5229\u7528\u91cf\u306b\u57fa\u3065\u3044\u3066\u6708\u984d\u30683\u5e74\u5206\u306eTCO\u3092\u8a66\u7b97\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

Flex\u306f\u6708\u984d\u4e0a\u965030\u30c9\u30eb\u3001\u5c02\u7528\u30af\u30e9\u30b9\u30bf\u306f\u6708\u984d60\u30c9\u30eb\u304b\u3089\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

MongoDB\u516c\u5f0f\u306e\u8acb\u6c42\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001Flex\u30af\u30e9\u30b9\u30bf\u306f\u6708\u984d30\u30c9\u30eb\u3092\u4e0a\u9650\u3068\u3057\u3001\u5c02\u7528\u30af\u30e9\u30b9\u30bf\u306f\u6708\u984d60\u30c9\u30eb\u304b\u3089\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002Flex\u306f\u5b66\u7fd2\u3084\u691c\u8a3c\u306b\u5411\u304f\u4e00\u65b9\u3001\u5171\u6709\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u6c34\u5e73\u30b9\u30b1\u30fc\u30eb\u306a\u3069\u4e00\u90e8\u306e\u9ad8\u5ea6\u306a\u6a5f\u80fd\u306b\u5236\u7d04\u304c\u3042\u308a\u3001\u5c02\u7528\u30af\u30e9\u30b9\u30bf\u3067\u306f\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u8ffd\u52a0\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306a\u3069\u304c\u5225\u9805\u76ee\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\uff08\u51fa\u5178: MongoDB\u516c\u5f0f\u300cBilling Breakdown and Optimization\u300d\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u5186\u63db\u7b97\u306f\u70ba\u66ff\u3067\u5909\u52d5\u3059\u308b\u305f\u3081\u3001\u7a1f\u8b70\u3067\u306f\u30c9\u30eb\u5efa\u3066\u306e\u516c\u5f0f\u6599\u91d1\u3068\u793e\u5185\u306e\u63db\u7b97\u30ec\u30fc\u30c8\u3092\u4f75\u8a18\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u30fb\u8ee2\u9001\u91cf\u304c\u6708\u984d\u3092\u62bc\u3057\u4e0a\u3052\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u672c\u756a\u306e\u6708\u984d\u8cbb\u7528\u3092\u898b\u7a4d\u3082\u308b\u3068\u304d\u306f\u3001\u30af\u30e9\u30b9\u30bf\u672c\u4f53\u3060\u3051\u3067\u306a\u304f\u3001\u4fdd\u5b58\u30c7\u30fc\u30bf\u306e\u5bb9\u91cf\u3001\u5897\u52a0\u91cf\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u983b\u5ea6\u3068\u4fdd\u6301\u671f\u9593\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\u9593\u306e\u901a\u4fe1\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u3001\u76e3\u8996\u3001\u30b5\u30dd\u30fc\u30c8\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u691c\u7d22\u7d50\u679c\u3092\u5927\u91cf\u306b\u8fd4\u3059API\u3084\u3001\u5225\u30ea\u30fc\u30b8\u30e7\u30f3\u3078\u983b\u7e41\u306b\u30c7\u30fc\u30bf\u3092\u9001\u308b\u69cb\u6210\u306f\u3001\u8a08\u7b97\u8cc7\u6e90\u3068\u8ee2\u9001\u91cf\u306e\u53cc\u65b9\u3092\u5897\u3084\u3057\u307e\u3059\u3002\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u91cd\u8981\u3067\u3059\u304c\u3001\u3059\u3079\u3066\u306e\u74b0\u5883\u306b\u9023\u7d9a\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u9069\u7528\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u91cd\u8981\u5ea6\u3054\u3068\u306b\u4fdd\u6301\u671f\u9593\u3068\u983b\u5ea6\u3092\u6c7a\u3081\u308b\u3068\u3001\u8cbb\u7528\u3068\u5fa9\u65e7\u8981\u4ef6\u306e\u30d0\u30e9\u30f3\u30b9\u3092\u53d6\u308a\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

3\u5e74TCO\u306f\u521d\u671f\u8cbb\u7528\u30fb\u6708\u984d\u30fb\u4fdd\u5b88\u30fb\u8ffd\u52a0\u6539\u4fee\u3067\u8a66\u7b97\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

3\u5e74TCO\u306f\u3001\u521d\u671f\u958b\u767a\u8cbb\u306b\u300136\u304b\u6708\u5206\u306e\u30af\u30e9\u30a6\u30c9\u30fbAtlas\u5229\u7528\u6599\u3001\u4fdd\u5b88\u8cbb\u3001\u8ffd\u52a0\u6539\u4fee\u8cbb\u3001\u6559\u80b2\u8cbb\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u306e\u8ffd\u52a0\u4f5c\u696d\u8cbb\u3092\u52a0\u3048\u3066\u8a08\u7b97\u3057\u307e\u3059\u3002\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u4e00\u822c\u306e\u76ee\u5b89\u3068\u3057\u3066\u3001\u4fdd\u5b88\u30fb\u76e3\u8996\u30fb\u8efd\u5fae\u306a\u6539\u4fee\u3092\u521d\u671f\u958b\u767a\u8cbb\u306e\u5e74\u959315\u301c20%\u7a0b\u5ea6\u3068\u3059\u308b\u8a66\u7b97\u304c\u3042\u308a\u307e\u3059\u304c\u300124\u6642\u9593\u5bfe\u5fdc\u3084\u53b3\u3057\u3044SLA\u3092\u542b\u3080\u5834\u5408\u306f\u4e0a\u632f\u308c\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u521d\u671f\u8cbb\u75281,000\u4e07\u5186\u306a\u3089\u3001\u4fdd\u5b88\u3060\u3051\u3067\u5e74\u9593150\u4e07\u301c200\u4e07\u5186\u7a0b\u5ea6\u3068\u3044\u3046\u8a08\u7b97\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u3053\u308c\u306f\u4e00\u5f8b\u306e\u6599\u91d1\u3067\u306f\u306a\u304f\u3001\u5951\u7d04\u7bc4\u56f2\u3092\u6574\u7406\u3059\u308b\u305f\u3081\u306e\u76ee\u5b89\u3067\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u304c\u5909\u52d5\u3059\u308b\u8981\u56e0<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u30b7\u30b9\u30c6\u30e0\u306e\u8cbb\u7528\u5909\u52d5\u8981\u56e0\u3092\u78ba\u8a8d\u3059\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u540c\u3058MongoDB\u3092\u63a1\u7528\u3057\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306e\u91cf\u3068\u6027\u8cea\u3001\u5229\u7528\u8005\u6570\u3001\u6c42\u3081\u308b\u53ef\u7528\u6027\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u63a5\u7d9a\u65b9\u6cd5\u306b\u3088\u3063\u3066\u8cbb\u7528\u306f\u5909\u308f\u308a\u307e\u3059\u3002\u898b\u7a4d\u3082\u308a\u3092\u53d7\u3051\u305f\u3089\u3001\u91d1\u984d\u306e\u5927\u5c0f\u3060\u3051\u3067\u306a\u304f\u3001\u3069\u306e\u8981\u4ef6\u304c\u5de5\u6570\u3084\u6708\u984d\u6599\u91d1\u306b\u5f71\u97ff\u3057\u305f\u306e\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u30c7\u30fc\u30bf\u91cf\u30fb\u8aad\u307f\u66f8\u304d\u91cf\u30fb\u30d4\u30fc\u30af\u8ca0\u8377\u3067\u5909\u308f\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4fdd\u5b58\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u4ef6\u6570\u30011\u4ef6\u3042\u305f\u308a\u306e\u30b5\u30a4\u30ba\u30011\u65e5\u3042\u305f\u308a\u306e\u5897\u52a0\u91cf\u3001\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u306e\u6bd4\u7387\u3001\u691c\u7d22\u6761\u4ef6\u3001\u96c6\u8a08\u306e\u91cd\u3055\u306b\u3088\u3063\u3066\u5fc5\u8981\u306a\u30af\u30e9\u30b9\u30bf\u6027\u80fd\u304c\u5909\u308f\u308a\u307e\u3059\u3002\u901a\u5e38\u6642\u306e\u5e73\u5747\u5024\u3060\u3051\u3067\u306a\u304f\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3084\u6708\u672b\u51e6\u7406\u306a\u3069\u306e\u30d4\u30fc\u30af\u3092\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002\u30d4\u30fc\u30af\u306b\u5408\u308f\u305b\u3066\u5e38\u6642\u5927\u304d\u306a\u30af\u30e9\u30b9\u30bf\u3092\u78ba\u4fdd\u3059\u308b\u3068\u6708\u984d\u304c\u5897\u3048\u308b\u305f\u3081\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u3084\u51e6\u7406\u6642\u9593\u306e\u5206\u6563\u3082\u542b\u3081\u3066\u6bd4\u8f03\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u65e2\u5b58RDB\u304b\u3089\u306e\u79fb\u884c\u7bc4\u56f2\u3068\u30c7\u30fc\u30bf\u54c1\u8cea\u3067\u5909\u308f\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u65e2\u5b58\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u3066\u3044\u308c\u3070\u79fb\u884c\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u304c\u3001\u91cd\u8907\u3001\u6b20\u640d\u3001\u8868\u8a18\u63fa\u308c\u3001\u53e4\u3044\u30de\u30b9\u30bf\u3001\u524a\u9664\u30eb\u30fc\u30eb\u306e\u4e0d\u5728\u304c\u3042\u308b\u3068\u3001\u79fb\u884c\u524d\u306e\u30af\u30ec\u30f3\u30b8\u30f3\u30b0\u5de5\u6570\u304c\u5fc5\u8981\u3067\u3059\u3002RDB\u306e\u8907\u6570\u30c6\u30fc\u30d6\u30eb\u3092MongoDB\u306e\u4e00\u3064\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u307e\u3068\u3081\u308b\u5834\u5408\u306f\u3001\u3069\u306e\u6642\u70b9\u306e\u60c5\u5831\u3092\u6b63\u3068\u3059\u308b\u304b\u3001\u66f4\u65b0\u3092\u3069\u306e\u9806\u756a\u3067\u53cd\u6620\u3059\u308b\u304b\u3001\u79fb\u884c\u5f8c\u306b\u5dee\u5206\u3092\u3069\u3046\u691c\u8a3c\u3059\u308b\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u4e8c\u91cd\u7a3c\u50cd\u3084\u6bb5\u968e\u79fb\u884c\u304c\u5fc5\u8981\u306a\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u540c\u671f\u3068\u5207\u308a\u623b\u3057\u306e\u8cbb\u7528\u3082\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u53ef\u7528\u6027\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u76e3\u67fb\u8981\u4ef6\u3067\u5909\u308f\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u958b\u767a\u8cbb\u3068\u6708\u984d\u8cbb\u7528\u3092\u5927\u304d\u304f\u5de6\u53f3\u3059\u308b\u306e\u304c\u3001\u6b62\u3081\u3089\u308c\u306a\u3044\u6642\u9593\u3001\u5fa9\u65e7\u76ee\u6a19\u3001\u30c7\u30fc\u30bf\u640d\u5931\u306e\u8a31\u5bb9\u7bc4\u56f2\u3001\u76e3\u67fb\u306e\u8981\u5426\u3067\u3059\u3002\u5358\u4e00\u69cb\u6210\u3067\u3088\u3044\u691c\u8a3c\u74b0\u5883\u3068\u3001\u8907\u6570\u30ce\u30fc\u30c9\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u5fa9\u5143\u8a13\u7df4\u3001\u76e3\u8996\u3001\u969c\u5bb3\u901a\u77e5\u304c\u5fc5\u8981\u306a\u672c\u756a\u74b0\u5883\u3067\u306f\u3001\u5fc5\u8981\u306a\u8a2d\u8a08\u304c\u7570\u306a\u308a\u307e\u3059\u3002\u500b\u4eba\u60c5\u5831\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u5229\u7528\u8005\u3054\u3068\u306e\u8a8d\u8a3c\u3001\u6700\u5c0f\u6a29\u9650\u3001TLS\u3001\u4fdd\u5b58\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5236\u9650\u3001\u64cd\u4f5c\u30ed\u30b0\u3092\u8981\u4ef6\u306b\u542b\u3081\u308b\u305f\u3081\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5be9\u67fb\u3084\u8a3c\u8de1\u4f5c\u6210\u306e\u8cbb\u7528\u3082\u8003\u616e\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5916\u90e8\u9023\u643a\u30fb\u5e33\u7968\u30fb\u73fe\u5834\u5b9a\u7740\u3067\u5909\u308f\u308a\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4f1a\u8a08\u3001\u8ca9\u58f2\u3001\u5728\u5eab\u3001\u8a8d\u8a3c\u3001\u6c7a\u6e08\u3001\u901a\u77e5\u3001BI\u306a\u3069\u306e\u9023\u643a\u5148\u304c\u5897\u3048\u308b\u307b\u3069\u3001API\u4ed5\u69d8\u306e\u8abf\u6574\u3001\u30a8\u30e9\u30fc\u51e6\u7406\u3001\u518d\u9001\u3001\u6a29\u9650\u3001\u30c6\u30b9\u30c8\u306e\u5de5\u6570\u304c\u5897\u3048\u307e\u3059\u3002\u5e33\u7968\u306f\u3001\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u7de0\u3081\u51e6\u7406\u3001\u51fa\u529b\u6761\u4ef6\u3001\u30ec\u30a4\u30a2\u30a6\u30c8\u3001\u904e\u53bb\u6642\u70b9\u306e\u518d\u73fe\u307e\u3067\u6c42\u3081\u3089\u308c\u308b\u3068\u8cbb\u7528\u304c\u4e0a\u304c\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u73fe\u5834\u6559\u80b2\u3001\u64cd\u4f5c\u30de\u30cb\u30e5\u30a2\u30eb\u3001\u554f\u3044\u5408\u308f\u305b\u7a93\u53e3\u3001\u4e26\u884c\u7a3c\u50cd\u3092\u542b\u3081\u306a\u3044\u3068\u3001\u30b7\u30b9\u30c6\u30e0\u306f\u5b8c\u6210\u3057\u3066\u3082\u4f7f\u308f\u308c\u306a\u3044\u3068\u3044\u3046\u5225\u306e\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u30dd\u30a4\u30f3\u30c8<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u7528\u3092\u6700\u9069\u5316\u3059\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u8cbb\u7528\u3092\u6291\u3048\u308b\u3068\u304d\u306f\u3001\u5358\u4fa1\u3092\u4e0b\u3052\u308b\u3053\u3068\u3088\u308a\u3001\u4e0d\u8981\u306a\u6a5f\u80fd\u3084\u624b\u623b\u308a\u3092\u6e1b\u3089\u3059\u3053\u3068\u304c\u52b9\u679c\u7684\u3067\u3059\u3002MongoDB\u306e\u67d4\u8edf\u6027\u3092\u7406\u7531\u306b\u8981\u4ef6\u3092\u5e83\u3052\u7d9a\u3051\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u6210\u679c\u306b\u76f4\u7d50\u3059\u308b\u7bc4\u56f2\u3092\u5148\u306b\u4f5c\u308a\u3001\u691c\u8a3c\u7d50\u679c\u3092\u3082\u3068\u306b\u62e1\u5f35\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u9ad8\u30ea\u30b9\u30af\u306e\u51e6\u7406\u306b\u7d5e\u3063\u3066PoC\u3092\u884c\u3044\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u521d\u304b\u3089\u5168\u6a5f\u80fd\u3092\u4f5c\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u63a1\u7528\u5224\u65ad\u3092\u5de6\u53f3\u3059\u308b\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3001\u691c\u7d22\u3001\u96c6\u8a08\u3001\u30d4\u30fc\u30af\u6642\u306e\u6027\u80fd\u3001\u79fb\u884c\u3001\u5fa9\u65e7\u3092PoC\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001100\u4e07\u4ef6\u306e\u30c7\u30fc\u30bf\u3092\u60f3\u5b9a\u3057\u305f\u691c\u7d22\u3001\u540c\u6642\u5229\u7528\u8005\u304c\u5897\u3048\u305f\u3068\u304d\u306eAPI\u5fdc\u7b54\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u304b\u3089\u306e\u5fa9\u5143\u6642\u9593\u3092\u6e2c\u5b9a\u3059\u308c\u3070\u3001\u672c\u756a\u30af\u30e9\u30b9\u30bf\u3092\u904e\u5270\u306b\u5927\u304d\u304f\u3059\u308b\u30ea\u30b9\u30af\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002PoC\u306e\u7d42\u4e86\u6761\u4ef6\u3092\u300c\u753b\u9762\u304c\u3067\u304d\u305f\u300d\u3067\u306f\u306a\u304f\u3001\u6027\u80fd\u3084\u5fa9\u65e7\u306a\u3069\u306e\u6570\u5024\u3067\u5b9a\u7fa9\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u30af\u30e9\u30b9\u30bf\u30fb\u30af\u30a8\u30ea\u30fb\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5229\u7528\u91cf\u306b\u5408\u308f\u305b\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Atlas\u306e\u8cbb\u7528\u306f\u3001\u5fc5\u8981\u306a\u6027\u80fd\u306b\u5408\u308f\u305b\u305f\u30af\u30e9\u30b9\u30bf\u9078\u629e\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30af\u30a8\u30ea\u8a2d\u8a08\u3067\u5909\u308f\u308a\u307e\u3059\u3002\u983b\u7e41\u306a\u691c\u7d22\u306b\u9069\u5207\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u8a2d\u5b9a\u3057\u3001\u4e0d\u8981\u306a\u9805\u76ee\u3092\u8fd4\u3055\u305a\u3001\u7d50\u679c\u4ef6\u6570\u3092\u5236\u9650\u3059\u308b\u3068\u3001\u8a08\u7b97\u8cc7\u6e90\u3068\u30c7\u30fc\u30bf\u8ee2\u9001\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u3082\u3001\u30af\u30a8\u30ea\u306e\u6700\u9069\u5316\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u7ba1\u7406\u3001\u7d50\u679c\u306e\u7d5e\u308a\u8fbc\u307f\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u3001\u53e4\u3044\u30c7\u30fc\u30bf\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u3084TTL\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u30b3\u30b9\u30c8\u6700\u9069\u5316\u7b56\u3068\u3057\u3066\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: MongoDB\u516c\u5f0f\u300cBilling Breakdown and Optimization\u300d\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002<\/p>\n\n\n\n

\n

\u6a19\u6e96\u6a5f\u80fd\u3068\u518d\u5229\u7528\u90e8\u54c1\u3092\u6d3b\u7528\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8a8d\u8a3c\u3001\u6a29\u9650\u3001\u76e3\u8996\u3001\u30ed\u30b0\u3001\u901a\u77e5\u3001\u30d5\u30a1\u30a4\u30eb\u7ba1\u7406\u306a\u3069\u3092\u6848\u4ef6\u3054\u3068\u306b\u4f5c\u308a\u76f4\u3059\u3068\u3001\u958b\u767a\u8cbb\u3068\u30c6\u30b9\u30c8\u8cbb\u304c\u5897\u3048\u307e\u3059\u3002\u6a19\u6e96\u7684\u306a\u8a8d\u8a3c\u57fa\u76e4\u3084\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3001Infrastructure as Code\u3001\u5171\u901aAPI\u3001\u65e2\u5b58\u306eUI\u90e8\u54c1\u3092\u5229\u7528\u3067\u304d\u308b\u304b\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u305f\u3060\u3057\u3001\u5b89\u6613\u306b\u30d1\u30c3\u30b1\u30fc\u30b8\u3092\u8db3\u3059\u3068\u9023\u643a\u3084\u4fdd\u5b88\u306e\u8cbb\u7528\u304c\u5897\u3048\u308b\u3053\u3068\u3082\u3042\u308b\u305f\u3081\u3001\u5c0e\u5165\u8cbb\u3001\u6708\u984d\u3001\u30c7\u30fc\u30bf\u9023\u643a\u3001\u64a4\u9000\u6642\u306e\u79fb\u884c\u8cbb\u3092\u542b\u3081\u305f3\u5e74TCO\u3067\u5224\u65ad\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u969b\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u30b7\u30b9\u30c6\u30e0\u306e\u898b\u7a4d\u3082\u308a\u3092\u6bd4\u8f03\u3059\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u898b\u7a4d\u3082\u308a\u306e\u7cbe\u5ea6\u306f\u3001\u767a\u6ce8\u524d\u306b\u3069\u308c\u3060\u3051\u524d\u63d0\u6761\u4ef6\u3092\u305d\u308d\u3048\u3089\u308c\u308b\u304b\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u5019\u88dc\u4f1a\u793e\u3078\u540c\u3058\u60c5\u5831\u3092\u6e21\u3057\u3001\u521d\u671f\u8cbb\u7528\u3001\u6708\u984d\u8cbb\u7528\u3001\u4fdd\u5b88\u8cbb\u3001\u8ffd\u52a0\u6539\u4fee\u306e\u5358\u4fa1\u3001\u9664\u5916\u9805\u76ee\u3092\u540c\u3058\u5f62\u5f0f\u3067\u56de\u7b54\u3057\u3066\u3082\u3089\u3046\u3068\u3001\u4fa1\u683c\u3060\u3051\u3067\u306a\u304f\u63d0\u6848\u306e\u9055\u3044\u3092\u6bd4\u8f03\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u8981\u4ef6\u3068\u898b\u7a4d\u3082\u308a\u306e\u524d\u63d0\u6761\u4ef6\u3092\u6587\u66f8\u5316\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u4f4e\u9650\u3001\u5bfe\u8c61\u696d\u52d9\u3001\u5229\u7528\u8005\u6570\u3001\u6a29\u9650\u3001\u753b\u9762\u4e00\u89a7\u3001\u4e3b\u8981\u306a\u691c\u7d22\u30fb\u96c6\u8a08\u3001\u30c7\u30fc\u30bf\u4ef6\u6570\u3001\u5e74\u9593\u5897\u52a0\u91cf\u3001\u540c\u6642\u63a5\u7d9a\u6570\u3001\u30d4\u30fc\u30af\u6642\u9593\u3001\u5916\u90e8\u9023\u643a\u3001\u500b\u4eba\u60c5\u5831\u306e\u6709\u7121\u3001RTO\u30fbRPO\u3001\u7a3c\u50cd\u6642\u9593\u3001\u5e0c\u671b\u7d0d\u671f\u3092\u6574\u7406\u3057\u307e\u3059\u3002\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u79fb\u884c\u3059\u308b\u5834\u5408\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u4e00\u89a7\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u3001\u5c65\u6b74\u306e\u4fdd\u6301\u3001\u79fb\u884c\u505c\u6b62\u53ef\u80fd\u6642\u9593\u3001\u4e26\u884c\u7a3c\u50cd\u306e\u8981\u5426\u3092\u793a\u3057\u307e\u3059\u3002\u8981\u4ef6\u304c\u672a\u78ba\u5b9a\u306e\u90e8\u5206\u306f\u300c\u672a\u5b9a\u300d\u3068\u66f8\u304d\u3001\u78ba\u5b9a\u5f8c\u306b\u5897\u984d\u3059\u308b\u6761\u4ef6\u3092\u63d0\u793a\u3057\u3066\u3082\u3089\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u8907\u6570\u793e\u3092\u540c\u3058\u6761\u4ef6\u3067\u6bd4\u8f03\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8907\u6570\u793e\u306b\u76f8\u8ac7\u3059\u308b\u3068\u304d\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001PoC\u3001\u8a2d\u8a08\u3001\u958b\u767a\u3001\u79fb\u884c\u3001\u30c6\u30b9\u30c8\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u5b9a\u3001\u6559\u80b2\u3001\u4fdd\u5b88\u3092\u5206\u3051\u305f\u898b\u7a4d\u3082\u308a\u3092\u4f9d\u983c\u3057\u307e\u3059\u3002\u4f1a\u793e\u306b\u3088\u3063\u3066\u5f97\u610f\u306a\u5de5\u7a0b\u3084\u5951\u7d04\u7bc4\u56f2\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u7dcf\u984d\u3060\u3051\u3067\u306f\u6bd4\u8f03\u3067\u304d\u307e\u305b\u3093\u3002\u62c5\u5f53\u8005\u306bMongoDB\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u7d4c\u9a13\u304c\u3042\u308b\u304b\u3001RDB\u304b\u3089\u306e\u79fb\u884c\u3092\u8ab0\u304c\u8a2d\u8a08\u3059\u308b\u304b\u3001Atlas\u3068\u81ea\u5df1\u7ba1\u7406\u578b\u306e\u8cac\u4efb\u5206\u754c\u3001\u969c\u5bb3\u6642\u306e\u5bfe\u5fdc\u6642\u9593\u3001\u7d0d\u54c1\u7269\u3068\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u306e\u7bc4\u56f2\u3092\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u9664\u5916\u9805\u76ee\u30fb\u8ffd\u52a0\u6761\u4ef6\u30fb\u5951\u7d04\u30ea\u30b9\u30af\u3092\u78ba\u8a8d\u3057\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u898b\u7a4d\u66f8\u3067\u306f\u3001\u30c7\u30fc\u30bf\u79fb\u884c\u3001\u6027\u80fd\u8a66\u9a13\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5be9\u67fb\u3001\u30af\u30e9\u30a6\u30c9\u8cbb\u7528\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001\u6559\u80b2\u3001\u30ea\u30ea\u30fc\u30b9\u5f8c\u306e\u4fdd\u8a3c\u304c\u542b\u307e\u308c\u308b\u304b\u78ba\u8a8d\u3057\u307e\u3059\u3002\u4f5c\u696d\u6642\u9593\u306e\u4e0a\u9650\u3001\u4ed5\u69d8\u5909\u66f4\u306e\u5358\u4fa1\u3001\u7d0d\u671f\u9045\u5ef6\u6642\u306e\u6271\u3044\u3001\u969c\u5bb3\u6642\u306e\u8cac\u4efb\u7bc4\u56f2\u3001\u7b2c\u4e09\u8005\u30b5\u30fc\u30d3\u30b9\u306e\u4fa1\u683c\u6539\u5b9a\u3001\u5951\u7d04\u7d42\u4e86\u6642\u306e\u30c7\u30fc\u30bf\u8fd4\u5374\u65b9\u6cd5\u3082\u91cd\u8981\u3067\u3059\u3002MongoDB\u3092\u63a1\u7528\u3059\u308b\u3053\u3068\u81ea\u4f53\u3092\u76ee\u7684\u306b\u305b\u305a\u3001\u696d\u52d9\u8981\u4ef6\u306b\u5bfe\u3057\u3066MongoDB\u3001RDB\u3001\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u306e\u3069\u308c\u304c\u9069\u5207\u304b\u3092\u8aac\u660e\u3067\u304d\u308b\u4f1a\u793e\u3092\u9078\u3076\u3068\u3001\u5c06\u6765\u306e\u624b\u623b\u308a\u3092\u6291\u3048\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

MongoDB\u306e\u5c0e\u5165\u4e8b\u4f8b\u304b\u3089\u898b\u308b\u8cbb\u7528\u306e\u8003\u3048\u65b9<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u516c\u958b\u4e8b\u4f8b\u306f\u81ea\u793e\u306e\u898b\u7a4d\u3082\u308a\u91d1\u984d\u3092\u76f4\u63a5\u793a\u3059\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u3069\u306e\u4f5c\u696d\u306b\u8cbb\u7528\u3092\u304b\u3051\u308b\u3079\u304d\u304b\u3092\u8003\u3048\u308b\u6750\u6599\u306b\u306a\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u4e00\u3064\u306b\u96c6\u7d04\u3059\u308b\u5834\u5408\u306f\u3001\u521d\u671f\u306e\u8a2d\u8a08\u8cbb\u7528\u3060\u3051\u3067\u306a\u304f\u3001\u904b\u7528\u306e\u8907\u96d1\u3055\u3092\u6e1b\u3089\u3059\u52b9\u679c\u3068\u3001\u79fb\u884c\u306e\u30ea\u30b9\u30af\u3092\u5408\u308f\u305b\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5c0f\u58f2AI\u4e8b\u4f8b\u306f3\u3064\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3092Atlas\u3078\u96c6\u7d04\u3057\u3066\u3044\u307e\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

MongoDB\u516c\u5f0f\u306e\u5c0f\u58f2AI\u4e8b\u4f8b\u3067\u306f\u3001\u5f93\u6765\u306fDynamoDB\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u57fa\u76e4\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u57fa\u76e4\u306e3\u3064\u3092\u4f7f\u3063\u3066\u3044\u305f\u69cb\u6210\u3092\u3001MongoDB Atlas\u3078\u96c6\u7d04\u3057\u305f\u3068\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5546\u54c1\u30ab\u30bf\u30ed\u30b0\u3001\u88dc\u8db3\u6587\u66f8\u3001\u4f1a\u8a71\u30c7\u30fc\u30bf\u3092\u4e00\u3064\u306e\u57fa\u76e4\u3067\u6271\u3044\u3001\u30d9\u30af\u30c8\u30eb\u691c\u7d22\u3068\u30ad\u30fc\u30ef\u30fc\u30c9\u691c\u7d22\u3092\u7d44\u307f\u5408\u308f\u305b\u305f\u4e8b\u4f8b\u3067\u3059\u3002\u3053\u308c\u306f\u5358\u7d14\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7f6e\u304d\u63db\u3048\u3067\u306f\u306a\u304f\u3001\u540c\u671f\u51e6\u7406\u3084\u8907\u6570\u30d9\u30f3\u30c0\u30fc\u306e\u904b\u7528\u8ca0\u8377\u3092\u6e1b\u3089\u3059\u305f\u3081\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u5909\u66f4\u3067\u3042\u308a\u3001\u79fb\u884c\u8a2d\u8a08\u3068\u691c\u7d22\u54c1\u8cea\u306e\u691c\u8a3c\u304c\u8cbb\u7528\u306e\u4e2d\u5fc3\u306b\u306a\u308a\u307e\u3059\uff08\u51fa\u5178: MongoDB\u516c\u5f0f\u300cUnifying a Retail AI Stack with MongoDB\u300d\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002<\/p>\n\n\n\n

\n

\u5927\u898f\u6a21\u4e8b\u4f8b\u306e\u6570\u5b57\u3092\u4e00\u822c\u6848\u4ef6\u306e\u76f8\u5834\u306b\u3057\u306a\u3044\u3053\u3068\u304c\u5927\u5207\u3067\u3059<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u540c\u3058\u516c\u5f0f\u4e8b\u4f8b\u3067\u306f\u3001\u30af\u30e9\u30a6\u30c9\u79fb\u884c\u306b2.5\u304b\u6708\u3092\u8981\u3057\u3001\u6708\u9593\u30a2\u30af\u30c6\u30a3\u30d6\u30e6\u30fc\u30b6\u30fc1\u51048,000\u4e07\u4eba\u3092\u652f\u3048\u305f\u3068\u8aac\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u30012025\u5e74\u306e\u30d6\u30e9\u30c3\u30af\u30d5\u30e9\u30a4\u30c7\u30fc\u3068\u30b5\u30a4\u30d0\u30fc\u30de\u30f3\u30c7\u30fc\u3092\u542b\u30803\u56de\u306e\u30d4\u30fc\u30af\u5546\u6226\u3092\u904b\u7528\u3057\u305f\u3068\u3082\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\uff08\u51fa\u5178: MongoDB\u516c\u5f0f\u5c0e\u5165\u4e8b\u4f8b\u30012026\u5e748\u6708\u78ba\u8a8d\uff09\u3002\u3053\u306e\u898f\u6a21\u306f\u4e00\u822c\u7684\u306a\u793e\u5185\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3068\u306f\u7570\u306a\u308b\u305f\u3081\u3001\u91d1\u984d\u3092\u305d\u306e\u307e\u307e\u76f8\u5834\u306b\u305b\u305a\u3001\u6027\u80fd\u8a66\u9a13\u3001\u79fb\u884c\u3001\u904b\u7528\u81ea\u52d5\u5316\u3001\u76e3\u8996\u306b\u6295\u8cc7\u3059\u308b\u8003\u3048\u65b9\u3060\u3051\u3092\u53c2\u8003\u306b\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u306b\u95a2\u3059\u308b\u3088\u304f\u3042\u308b\u8cea\u554f\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

MongoDB\u306e\u8cbb\u7528\u306b\u3064\u3044\u3066\u306f\u3001Atlas\u306e\u6708\u984d\u6599\u91d1\u3068\u958b\u767a\u8cbb\u7528\u3092\u6df7\u540c\u3057\u305f\u308a\u3001\u5b89\u3044\u30af\u30e9\u30b9\u30bf\u6599\u91d1\u3060\u3051\u3067\u672c\u756a\u306e\u4e88\u7b97\u3092\u6c7a\u3081\u305f\u308a\u3059\u308b\u30b1\u30fc\u30b9\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u767a\u6ce8\u524d\u306b\u3088\u304f\u5bc4\u305b\u3089\u308c\u308b\u8cea\u554f\u3078\u76f4\u63a5\u56de\u7b54\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u306f\u3044\u304f\u3089\u304b\u304b\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5c0f\u898f\u6a21\u306aMVP\u306a\u3089300\u4e07\u301c800\u4e07\u5186\u3001\u90e8\u9580\u5411\u3051\u306a\u3089800\u4e07\u301c2,000\u4e07\u5186\u3001\u57fa\u5e79\u9023\u643a\u3084\u9ad8\u53ef\u7528\u6027\u307e\u3067\u542b\u3080\u30682,000\u4e07\u301c1\u5104\u5186\u8d85\u304c\u76ee\u5b89\u3067\u3059\u3002\u3053\u308c\u306fMongoDB\u306e\u88fd\u54c1\u6599\u91d1\u3060\u3051\u3067\u306a\u304f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001API\u30fb\u753b\u9762\u958b\u767a\u3001\u79fb\u884c\u3001\u8a66\u9a13\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u5b9a\u3001\u904b\u7528\u8a2d\u8a08\u3092\u542b\u3081\u305f\u63a8\u5b9a\u30ec\u30f3\u30b8\u3067\u3059\u3002\u753b\u9762\u6570\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u9023\u643a\u6570\u3001SLA\u3001\u79fb\u884c\u65b9\u5f0f\u304c\u672a\u78ba\u5b9a\u306e\u6bb5\u968e\u3067\u306f\u3001\u8907\u6570\u306e\u30b1\u30fc\u30b9\u306b\u5206\u3051\u3066\u898b\u7a4d\u3082\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

MongoDB Atlas\u306e\u6708\u984d\u6599\u91d1\u3060\u3051\u3067\u904b\u7528\u3067\u304d\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6708\u984d\u6599\u91d1\u3060\u3051\u3067\u306f\u904b\u7528\u3067\u304d\u307e\u305b\u3093\u3002Atlas\u306e\u30af\u30e9\u30b9\u30bf\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306b\u52a0\u3048\u3066\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30af\u30e9\u30a6\u30c9\u3001\u76e3\u8996\u3001\u30ed\u30b0\u3001\u4fdd\u5b88\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u5fdc\u304c\u5fc5\u8981\u3067\u3059\u3002Flex\u306f\u691c\u8a3c\u5411\u3051\u3001\u5c02\u7528\u30af\u30e9\u30b9\u30bf\u306f\u672c\u756a\u5411\u3051\u306e\u6a5f\u80fd\u3092\u9078\u3073\u3084\u3059\u3044\u3068\u3044\u3046\u9055\u3044\u3082\u3042\u308b\u305f\u3081\u3001\u6599\u91d1\u3060\u3051\u3067\u306a\u304f\u3001\u5fc5\u8981\u306a\u53ef\u7528\u6027\u3068\u6027\u80fd\u3092\u5148\u306b\u5b9a\u7fa9\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u65e2\u5b58\u306eMySQL\u3084PostgreSQL\u304b\u3089\u79fb\u884c\u3059\u308b\u3068\u9ad8\u304f\u306a\u308a\u307e\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u79fb\u884c\u3059\u308b\u30c7\u30fc\u30bf\u306e\u91cf\u3068\u54c1\u8cea\u3001\u696d\u52d9\u505c\u6b62\u306e\u8a31\u5bb9\u6642\u9593\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u306e\u5909\u63db\u3001\u4e8c\u91cd\u7a3c\u50cd\u306e\u6709\u7121\u306b\u3088\u3063\u3066\u5909\u308f\u308a\u307e\u3059\u3002\u8868\u306e\u5185\u5bb9\u3092\u305d\u306e\u307e\u307e\u79fb\u3059\u3060\u3051\u306a\u3089\u6bd4\u8f03\u7684\u6291\u3048\u3084\u3059\u3044\u4e00\u65b9\u3001\u8907\u6570\u30c6\u30fc\u30d6\u30eb\u3092\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3078\u518d\u8a2d\u8a08\u3057\u3001\u91cd\u8907\u3084\u6b20\u640d\u3092\u6574\u7406\u3057\u3001\u79fb\u884c\u30ea\u30cf\u30fc\u30b5\u30eb\u3068\u5dee\u5206\u691c\u8a3c\u3092\u884c\u3046\u5834\u5408\u306f\u8cbb\u7528\u304c\u5897\u3048\u307e\u3059\u3002\u79fb\u884c\u8cbb\u3092\u524a\u308b\u305f\u3081\u306b\u691c\u8a3c\u3092\u7701\u304f\u3068\u3001\u672c\u756a\u5f8c\u306e\u4e0d\u6574\u5408\u5bfe\u5fdc\u3067\u304b\u3048\u3063\u3066\u9ad8\u304f\u306a\u308b\u305f\u3081\u3001\u8a66\u9a13\u8cbb\u7528\u3082\u542b\u3081\u3066\u6bd4\u8f03\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u3092\u6291\u3048\u308b\u306b\u306f\u3069\u3046\u3059\u308c\u3070\u3088\u3044\u3067\u3059\u304b\uff1f<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u6700\u521d\u306b\u696d\u52d9\u7bc4\u56f2\u3092\u7d5e\u308a\u3001\u9ad8\u30ea\u30b9\u30af\u306e\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u3084\u691c\u7d22\u3001\u6027\u80fd\u3001\u79fb\u884c\u3092PoC\u3067\u78ba\u8a8d\u3057\u307e\u3059\u3002Atlas\u3067\u306f\u3001\u9069\u5207\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3001\u30af\u30a8\u30ea\u306e\u7d5e\u308a\u8fbc\u307f\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306e\u524a\u6e1b\u3001\u30aa\u30fc\u30c8\u30b9\u30b1\u30fc\u30eb\u3001\u4e0d\u8981\u30c7\u30fc\u30bf\u306e\u30a2\u30fc\u30ab\u30a4\u30d6\u3092\u691c\u8a0e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u898b\u7a4d\u66f8\u3067\u4fdd\u5b88\u3001\u30af\u30e9\u30a6\u30c9\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u8ffd\u52a0\u6539\u4fee\u3001\u6559\u80b2\u3001\u79fb\u884c\u306e\u9664\u5916\u9805\u76ee\u3092\u78ba\u8a8d\u3057\u3001\u5b89\u3055\u3067\u306f\u306a\u304f3\u5e74TCO\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\u307e\u3068\u3081<\/strong><\/h2>\n\n\n\n
\n
\n
\"MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u8cbb\u7528\u76f8\u5834\u3092\u307e\u3068\u3081\u308b\u30a4\u30e1\u30fc\u30b8\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

MongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u8cbb\u306f\u3001PoC\u306750\u4e07\u301c200\u4e07\u5186\u3001\u5c0f\u898f\u6a21MVP\u3067300\u4e07\u301c800\u4e07\u5186\u3001\u90e8\u9580\u5411\u3051\u3067800\u4e07\u301c2,000\u4e07\u5186\u3001\u57fa\u5e79\u9023\u643a\u3084\u9ad8\u53ef\u7528\u6027\u307e\u3067\u542b\u3080\u30682,000\u4e07\u301c1\u5104\u5186\u8d85\u304c\u76ee\u5b89\u3067\u3059\u3002\u305f\u3060\u3057\u3001\u3053\u308c\u306fMongoDB\u5c02\u7528\u306e\u516c\u7684\u76f8\u5834\u3067\u306f\u306a\u304f\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u4e00\u822c\u306e\u8cbb\u7528\u3068\u3001MongoDB\u6848\u4ef6\u3067\u767a\u751f\u3057\u3084\u3059\u3044\u30c7\u30fc\u30bf\u8a2d\u8a08\u30fb\u79fb\u884c\u30fb\u6027\u80fd\u691c\u8a3c\u30fb\u904b\u7528\u8a2d\u8a08\u3092\u3082\u3068\u306b\u3057\u305f\u63a8\u5b9a\u30ec\u30f3\u30b8\u3067\u3059\u3002<\/p>\n\n\n\n

\n

\u521d\u671f\u958b\u767a\u8cbb\u30fb\u6708\u984d\u8cbb\u30fb\u4fdd\u5b88\u8cbb\u3092\u5206\u3051\u3066\u304f\u3060\u3055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u898b\u7a4d\u3082\u308a\u3067\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30ea\u30f3\u30b0\u3001\u753b\u9762\u30fbAPI\u3001\u79fb\u884c\u3001\u30c6\u30b9\u30c8\u3001\u30af\u30e9\u30a6\u30c9\u8a2d\u5b9a\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u76e3\u8996\u3001\u4fdd\u5b88\u3001\u8ffd\u52a0\u6539\u4fee\u3092\u5206\u3051\u307e\u3059\u3002Atlas\u306fFlex\u304c\u6708\u984d\u4e0a\u965030\u30c9\u30eb\u3001\u5c02\u7528\u30af\u30e9\u30b9\u30bf\u304c\u6708\u984d60\u30c9\u30eb\u304b\u3089\u3068\u3044\u3046\u6599\u91d1\u60c5\u5831\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u306a\u3069\u304c\u52a0\u7b97\u3055\u308c\u308b\u305f\u3081\u3001\u516c\u5f0f\u6599\u91d1\u3068\u5229\u7528\u91cf\u3092\u3082\u3068\u306b3\u5e74TCO\u3092\u4f5c\u6210\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u6700\u521d\u306b\u8981\u4ef6\u3068PoC\u306e\u7bc4\u56f2\u3092\u6574\u7406\u3057\u3066\u304f\u3060\u3055\u3044<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8cbb\u7528\u3092\u6291\u3048\u306a\u304c\u3089\u5931\u6557\u3092\u9632\u3050\u306b\u306f\u3001\u696d\u52d9\u7bc4\u56f2\u3001\u30c7\u30fc\u30bf\u91cf\u3001\u30d4\u30fc\u30af\u8ca0\u8377\u3001RTO\u30fbRPO\u3001\u500b\u4eba\u60c5\u5831\u3001\u5916\u90e8\u9023\u643a\u3001\u79fb\u884c\u65b9\u6cd5\u3092\u6574\u7406\u3057\u3001\u8907\u6570\u793e\u3078\u540c\u3058\u6761\u4ef6\u3067\u76f8\u8ac7\u3057\u307e\u3059\u3002MongoDB\u304c\u9069\u3059\u308b\u9818\u57df\u3068RDB\u304c\u9069\u3059\u308b\u9818\u57df\u3092\u5206\u3051\u3001\u9ad8\u30ea\u30b9\u30af\u306e\u51e6\u7406\u306fPoC\u3067\u691c\u8a3c\u3057\u3066\u304b\u3089\u672c\u958b\u767a\u3078\u9032\u3080\u3053\u3068\u304c\u3001\u5c06\u6765\u306e\u624b\u623b\u308a\u3068\u904b\u7528\u8cbb\u3092\u6291\u3048\u308b\u8fd1\u9053\u3067\u3059\u3002<\/p>\n\n\n\n

\u25bc\u5168\u4f53\u30ac\u30a4\u30c9\u306e\u8a18\u4e8b
\u30fbMongoDB\u306e\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u306e\u5b8c\u5168\u30ac\u30a4\u30c9<\/a><\/p>\n\n\n\n

\u4f1a\u793e\u7d39\u4ecb<\/strong><\/h2>\n\n\n\n
\n

\u682a\u5f0f\u4f1a\u793eripla\u3067\u306f\u3001\u304a\u5ba2\u69d8\u306e\u4e8b\u696d\u30fb\u30e6\u30fc\u30b6\u30fc\u30fb\u696d\u52d9\u306b\u6700\u9069\u5316\u3057\u305f\u30aa\u30fc\u30c0\u30fc\u30e1\u30a4\u30c9\u578b\u30b7\u30b9\u30c6\u30e0\u3092\u3001\u69cb\u60f3\u7b56\u5b9a\u30fb\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u958b\u767a\u30fb\u6539\u5584\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u652f\u63f4\u3002\u4e8b\u696d\u4f1a\u793e\u3067IT\u30fbDX\u3092\u7d4c\u9a13\u3057\u305f\u30d7\u30ed\u30d5\u30a7\u30c3\u30b7\u30e7\u30ca\u30eb\u306b\u3088\u308b\u9ad8\u3044\u8981\u4ef6\u5b9a\u7fa9\u529b\u30fb\u30b7\u30b9\u30c6\u30e0\u8a2d\u8a08\u529b\u3092\u6d3b\u304b\u3057\u3001\u4e8b\u696d\u6210\u679c\u306e\u6700\u5927\u5316\u306b\u4f34\u8d70\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u307e\u305f\u3001\u5f53\u793e\u72ec\u81ea\u306e\u958b\u767a\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u300cBox\u30b7\u30ea\u30fc\u30ba\u300d\u306b\u3088\u308b\u6a19\u6e96\u6a5f\u80fd\u306e\u9ad8\u901f\u958b\u767a\u3068\u3001AI\u99c6\u52d5\u958b\u767a\u306e\u72ec\u81ea\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u300cGoDD\u300d\u306b\u3088\u308b\u72ec\u81ea\u6a5f\u80fd\u306eAI\u5b9f\u88c5\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u4f4e\u30b3\u30b9\u30c8\u30fb\u77ed\u671f\u9593\u3067\u958b\u767a\u3092\u5b9f\u73fe\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n<\/div>\n\n\n\n

\u3082\u3057\u3001\u30b7\u30b9\u30c6\u30e0\u958b\u767a\u3084\u30d7\u30ed\u30c0\u30af\u30c8\u958b\u767a\u306b\u95a2\u3059\u308b\u3054\u8981\u671b\u304c\u3054\u3056\u3044\u307e\u3057\u305f\u3089\u3001\u304a\u6c17\u8efd\u306b\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002<\/a><\/p>\n\n\n\n

\n
\u682a\u5f0f\u4f1a\u793eripla\u306e\u4f1a\u793eHP\u306f\u3053\u3061\u3089<\/strong><\/a><\/div>\n<\/div>\n\n\n\n

\u30fb\u30b5\u30fc\u30d3\u30b9\u6982\u8981\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
\u30fb\u304a\u5f79\u7acb\u3061\u8cc7\u6599\u306eURL\u306f\u3053\u3061\u3089 >>><\/a><\/p>\n<\/div>\n\n\n\n

\"\"<\/a><\/figure>\n\n\n\n
\n
\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n
\n
\n \"\u5f35\u7530\u8c37\u51cc\u592e\"\n <\/div>\n
\n
\n \u5f35\u7530\u8c37\u51cc\u592e\n <\/div>\n

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