\u30fbAmazon Redshift\u5c0e\u5165\u306b\u5f37\u3044\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u30fb\u958b\u767a\u4f1a\u793e\u30fb\u30d9\u30f3\u30c0\u30fc\u30fbSIer5\u9078\uff5c\u9078\u3073\u65b9\u306e\u30dd\u30a4\u30f3\u30c8\u3082\u7d39\u4ecb<\/a>
\u30fbAmazon Redshift\u306e\u5c0e\u5165\u30fb\u958b\u767a\u30fb\u69cb\u7bc9\u8cbb\u7528\u306f\uff1f\u30b3\u30b9\u30c8\u3068\u4e88\u7b97\u306e\u76ee\u5b89\u3092\u89e3\u8aac<\/a>
Amazon Redshift\u5c0e\u5165\u306e\u5916\u6ce8\u30fb\u767a\u6ce8\u5148\u306e\u9078\u3073\u65b9\uff5c\u59d4\u8a17\u30fb\u4f9d\u983c\u6642\u306e\u6ce8\u610f\u70b9\u3082\u89e3\u8aac<\/a>\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n
\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u306e\u7a2e\u985e\u30fb\u5de5\u7a0b\u30fb\u8cbb\u7528\u30fb\u4f1a\u793e\u9078\u5b9a\u307e\u3067\u306e\u5168\u4f53\u50cf\u306b\u3064\u3044\u3066\u306f\u3001\u7121\u6599\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u300c\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u306e\u5b8c\u5168\u30ac\u30a4\u30c9\u30d6\u30c3\u30af\u300d<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306f\u3001Amazon Web Services\uff08AWS\uff09\u304c\u63d0\u4f9b\u3059\u308b\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u30022013\u5e74\u306e\u30ea\u30ea\u30fc\u30b9\u4ee5\u6765\u6025\u901f\u306b\u666e\u53ca\u3057\u3001\u73fe\u5728\u3067\u306f\u4e16\u754c\u4e2d\u306e\u6570\u4e07\u793e\u4ee5\u4e0a\u306e\u4f01\u696d\u304c\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff08BI\uff09\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u3057\u3066\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u305d\u306e\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u5f93\u6765\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9DWH\u3068\u6bd4\u3079\u3066\u304a\u3088\u305d10\u5206\u306e1\u306e\u30b3\u30b9\u30c8\u3067\u3001\u540c\u7b49\u4ee5\u4e0a\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306f\u3001MPP\uff08Massively Parallel Processing\uff1a\u8d85\u4e26\u5217\u51e6\u7406\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u5217\u6307\u5411\uff08\u30ab\u30e9\u30e0\u6307\u5411\uff09\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u7d44\u307f\u5408\u308f\u305b\u3066\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002MPP\u306f\u3001\u8907\u6570\u306e\u30ce\u30fc\u30c9\u304c\u30c7\u30fc\u30bf\u3092\u5206\u6563\u3057\u3066\u4e26\u884c\u51e6\u7406\u3059\u308b\u65b9\u5f0f\u3067\u3059\u3002\u30af\u30a8\u30ea\u3092\u8907\u6570\u306e\u30b9\u30e9\u30a4\u30b9\u306b\u5206\u3051\u3066\u540c\u6642\u306b\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u30b9\u30ad\u30e3\u30f3\u3084\u96c6\u8a08\u51e6\u7406\u3067\u3001\u9ad8\u3044\u30b9\u30d4\u30fc\u30c9\u3092\u767a\u63ee\u3057\u307e\u3059\u3002<\/p>\n\n\n \u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u306f\u3001\u5fc5\u8981\u306a\u5217\u306e\u30c7\u30fc\u30bf\u3060\u3051\u3092\u8aad\u307f\u8fbc\u3080\u305f\u3081I\/O\u3092\u6291\u3048\u3089\u308c\u3001\u9ad8\u3044\u5727\u7e2e\u7387\u3067\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u3082\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u6280\u8853\u7684\u306a\u5de5\u592b\u306b\u3088\u308a\u3001\u4ed6\u306e\u30af\u30e9\u30a6\u30c9DWH\u3068\u6bd4\u3079\u3066\u6700\u59273\u500d\u4ee5\u4e0a\u306e\u51e6\u7406\u901f\u5ea6\u3092\u9054\u6210\u3067\u304d\u308b\u30b1\u30fc\u30b9\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n \u52a0\u3048\u3066\u3001AQUA\uff08Advanced Query Accelerator\uff09\u3068\u547c\u3070\u308c\u308b\u30ad\u30e3\u30c3\u30b7\u30e5\u30ec\u30a4\u30e4\u30fc\u304c\u3001\u7279\u5b9a\u306e\u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u3055\u3089\u306b\u9ad8\u3081\u307e\u3059\u3002RA3\u30ce\u30fc\u30c9\u3067\u306f\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u72ec\u7acb\u3057\u3066\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n \u63d0\u4f9b\u5f62\u614b\u306b\u3088\u3063\u3066\u8ab2\u91d1\u65b9\u6cd5\u3068\u904b\u7528\u8ca0\u8377\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u5229\u7528\u30d1\u30bf\u30fc\u30f3\u306b\u5408\u308f\u305b\u30662\u3064\u306e\u65b9\u5f0f\u3092\u6bd4\u3079\u307e\u3059\u3002<\/p> \u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u30c9\u7248\u3067\u306f\u3001\u30ce\u30fc\u30c9\u30bf\u30a4\u30d7\uff08dc2\u3001ra3\u306a\u3069\uff09\u3068\u30ce\u30fc\u30c9\u6570\u3092\u9078\u3093\u3067\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002\u4e88\u6e2c\u53ef\u80fd\u306a\u5927\u898f\u6a21\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3084\u3001\u30ea\u30b6\u30fc\u30d6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3067\u8cbb\u7528\u3092\u6291\u3048\u305f\u3044\u5834\u5408\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u3082\u3046\u4e00\u3064\u306eServerless\u7248\uff08Redshift Serverless\uff09\u306f\u3001\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u304c\u4e0d\u8981\u306a\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u306e\u5f62\u614b\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u8d77\u52d5\u30fb\u505c\u6b62\u30fb\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306fAWS\u304c\u81ea\u52d5\u3067\u7ba1\u7406\u3057\u3001RPU\uff08Redshift Processing Units\uff09\u3068\u3044\u3046\u5358\u4f4d\u3067\u3001\u5b9f\u969b\u306b\u4f7f\u3063\u305f\u5206\u3060\u3051\u8ab2\u91d1\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n \u30a2\u30a4\u30c9\u30eb\u6642\u9593\u306f\u8ab2\u91d1\u3055\u308c\u306a\u3044\u305f\u3081\u3001\u5229\u7528\u983b\u5ea6\u304c\u4e0d\u5b9a\u671f\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3084\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u74b0\u5883\u306b\u7279\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n 2025\u5e744\u6708\u306b\u306f\u3001Serverless\u7248\u306b\u30821\u5e74\u5951\u7d04\u3067\u6700\u592724%\u5272\u5f15\u3068\u306a\u308b\u300c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u4e88\u7d04\u300d\u30aa\u30d7\u30b7\u30e7\u30f3\u304c\u8ffd\u52a0\u3055\u308c\u307e\u3057\u305f\u3002\u7d99\u7d9a\u3057\u3066\u4f7f\u3046\u5834\u5408\u306e\u30b3\u30b9\u30c8\u3092\u6291\u3048\u308b\u9078\u629e\u80a2\u3068\u3057\u3066\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n\n\n\n\n\n \u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n Amazon Redshift\u304c\u81ea\u793e\u306b\u5408\u3046\u304b\u306f\u3001\u6271\u3046\u30c7\u30fc\u30bf\u306e\u91cf\u3068\u3001AWS\u3092\u3069\u306e\u7a0b\u5ea6\u4f7f\u3063\u3066\u3044\u308b\u304b\u3092\u4e26\u3079\u3066\u898b\u308b\u3068\u5224\u65ad\u3057\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n Amazon Redshift\u3092\u5c0e\u5165\u3059\u308b\u3068\u3001\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3067\u591a\u304f\u306e\u6069\u6075\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002\u4e3b\u306a\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30b3\u30b9\u30c8\u3001\u51e6\u7406\u6027\u80fd\u3001\u904b\u7528\u3001\u62e1\u5f35\u6027\u3001AWS\u3068\u306e\u9023\u643a\u3068\u3044\u30465\u3064\u306e\u89b3\u70b9\u304b\u3089\u6574\u7406\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306e\u6599\u91d1\u306f\u3001\u5f93\u6765\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9DWH\u3068\u6bd4\u3079\u3066\u304a\u3088\u305d10\u5206\u306e1\u306b\u6291\u3048\u3089\u308c\u308b\u3068AWS\u306f\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002\u9ad8\u984d\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u8cfc\u5165\u8cbb\u30fb\u4fdd\u5b88\u8cbb\u30fb\u30c7\u30fc\u30bf\u30bb\u30f3\u30bf\u30fc\u904b\u7528\u8cbb\u304c\u4e0d\u8981\u306b\u306a\u308b\u3046\u3048\u3001\u30ea\u30b6\u30fc\u30d6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u4f7f\u3048\u3070\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6599\u91d1\u304b\u3089\u6700\u592775%\u306e\u5272\u5f15\u3092\u53d7\u3051\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n \u305f\u3068\u3048\u3070\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u30c9\u7248\u306e\u4ee3\u8868\u7684\u306a\u30ce\u30fc\u30c9\u30bf\u30a4\u30d7\u3067\u3042\u308bra3.4xlarge\u306f\u3001\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6642\u9593\u3042\u305f\u308a\u7d043.26\u30c9\u30eb\u304b\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u30023\u5e74\u30ea\u30b6\u30fc\u30d6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u9078\u3076\u3068\u3001\u3053\u306e\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u5727\u7e2e\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n \u307e\u305f\u3001Serverless\u7248\u306f\u30a2\u30a4\u30c9\u30eb\u6642\u9593\u306e\u8ab2\u91d1\u304c\u767a\u751f\u3057\u306a\u3044\u305f\u3081\u3001\u5206\u6790\u983b\u5ea6\u304c\u4f4e\u3044\u7d44\u7e54\u3067\u306f\u3001\u3055\u3089\u306b\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3067\u304d\u307e\u3059\u3002\u52a0\u3048\u3066\u3001\u6599\u91d1\u306fAWS\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u78ba\u8a8d\u3067\u304d\u308b\u305f\u3081\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u304c\u900f\u660e\u306b\u306a\u308a\u3001\u4e88\u7b97\u8a08\u753b\u3082\u7acb\u3066\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002\u4f01\u696d\u306eCFO\u30fb\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u304b\u3089\u3082\u9ad8\u304f\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306f\u3001\u6570\u5341\u30c6\u30e9\u30d0\u30a4\u30c8\u304b\u3089\u6570\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u308b\u6027\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002MPP\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u30af\u30a8\u30ea\u3092\u8907\u6570\u30ce\u30fc\u30c9\u306b\u5206\u6563\u3057\u3066\u4e26\u5217\u5b9f\u884c\u3059\u308b\u305f\u3081\u3001\u5f93\u6765\u306eRDBMS\u3067\u6570\u6642\u9593\u304b\u304b\u3063\u3066\u3044\u305f\u5927\u898f\u6a21\u96c6\u8a08\u304c\u3001\u6570\u5206\u4ee5\u5185\u306b\u7d42\u308f\u308b\u30b1\u30fc\u30b9\u3082\u73cd\u3057\u304f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n \u3055\u3089\u306b\u3001Redshift Spectrum\u3092\u4f7f\u3048\u3070\u3001Amazon S3\u4e0a\u306e\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30a8\u30af\u30b5\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3092Redshift\u304b\u3089\u76f4\u63a5\u30af\u30a8\u30ea\u3067\u304d\u307e\u3059\u3002S3\u306e\u30c7\u30fc\u30bf\u3092\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30ed\u30fc\u30c9\u305b\u305a\u306b\u5206\u6790\u3067\u304d\u308b\u305f\u3081\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30b3\u30b9\u30c8\u306e\u524a\u6e1b\u3068\u30af\u30a8\u30ea\u306e\u67d4\u8edf\u6027\u3092\u4e21\u7acb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n BI\uff08\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\uff09\u30c4\u30fc\u30eb\u306eTableau\u3084Amazon QuickSight\u3068\u7d44\u307f\u5408\u308f\u305b\u308c\u3070\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8fd1\u3044\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u306e\u66f4\u65b0\u3082\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n \u30aa\u30f3\u30d7\u30ec\u30df\u30b9DWH\u3067\u306f\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8abf\u9054\u3084\u4fdd\u5b88\u306b\u52a0\u3048\u3001OS\u30d1\u30c3\u30c1\u306e\u9069\u7528\u3084\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3001\u969c\u5bb3\u5bfe\u5fdc\u307e\u3067\u81ea\u793e\u3067\u884c\u3046\u305f\u3081\u3001\u591a\u304f\u306e\u4eba\u624b\u304c\u304b\u304b\u308a\u307e\u3057\u305f\u3002Amazon Redshift\u306f\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u30b5\u30fc\u30d3\u30b9\u306a\u306e\u3067\u3001\u3053\u3046\u3057\u305f\u904b\u7528\u4f5c\u696d\u306e\u307b\u3068\u3093\u3069\u3092AWS\u304c\u62c5\u3044\u307e\u3059\u3002<\/p>\n\n\n \u81ea\u52d5\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306f\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u6709\u52b9\u306b\u306a\u3063\u3066\u304a\u308a\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5185\u306e\u30c7\u30fc\u30bf\u306f\u81ea\u52d5\u7684\u306b\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3068\u3057\u3066S3\u306b\u4fdd\u5b58\u3055\u308c\u307e\u3059\u3002\u30ce\u30fc\u30c9\u969c\u5bb3\u304c\u8d77\u304d\u305f\u5834\u5408\u3082AWS\u304c\u81ea\u52d5\u3067\u5fa9\u65e7\u51e6\u7406\u3092\u884c\u3046\u305f\u3081\u3001\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u304c\u30a4\u30f3\u30d5\u30e9\u969c\u5bb3\u5bfe\u5fdc\u306b\u5272\u304f\u6642\u9593\u3092\u5927\u5e45\u306b\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n\n\n \u307e\u305f\u3001Redshift Advisor\u3068\u3044\u3046\u6a5f\u80fd\u304c\u3001\u30c6\u30fc\u30d6\u30eb\u306e\u5206\u6563\u30ad\u30fc\u3084\u30bd\u30fc\u30c8\u30ad\u30fc\u306e\u6700\u9069\u5316\u6848\u3001\u5727\u7e2e\u8a2d\u5b9a\u306e\u6539\u5584\u6848\u3092\u81ea\u52d5\u3067\u30ec\u30b3\u30e1\u30f3\u30c9\u3057\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001DBA\u306e\u7d4c\u9a13\u304c\u6d45\u3044\u7d44\u7e54\u3067\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4fdd\u3066\u307e\u3059\u3002<\/p>\n\n\n\n \u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3067\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u308b\u3068\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9DWH\u3067\u306f\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u8ffd\u52a0\u8abf\u9054\u306b\u6570\u9031\u9593\u304b\u3089\u6570\u30f6\u6708\u304b\u304b\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002Amazon Redshift\u306a\u3089\u3001AWS\u30b3\u30f3\u30bd\u30fc\u30eb\u3067\u6570\u56de\u306e\u30af\u30ea\u30c3\u30af\u3092\u884c\u3046\u3060\u3051\u3067\u3001\u6570\u5206\u4ee5\u5185\u306b\u30ce\u30fc\u30c9\u3092\u8ffd\u52a0\u3057\u305f\u308a\u30ce\u30fc\u30c9\u30bf\u30a4\u30d7\u3092\u5909\u66f4\u3057\u305f\u308a\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n RA3\u30ce\u30fc\u30c9\u3092\u4f7f\u3046\u5834\u5408\u306f\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u72ec\u7acb\u3057\u3066\u30b9\u30b1\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u304c\u5897\u3048\u3066\u3082\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3064\u3064\u30b9\u30c8\u30ec\u30fc\u30b8\u3060\u3051\u3092\u62e1\u5f35\u3059\u308b\u3068\u3044\u3063\u305f\u67d4\u8edf\u306a\u5bfe\u5fdc\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n Serverless\u7248\u306a\u3089\u3001\u30a2\u30af\u30bb\u30b9\u91cf\u306e\u5897\u6e1b\u306b\u5fdc\u3058\u3066AWS\u304c\u30ea\u30bd\u30fc\u30b9\u3092\u81ea\u52d5\u3067\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u30fb\u30c0\u30a6\u30f3\u3057\u307e\u3059\u3002\u7a81\u767a\u7684\u306a\u30d4\u30fc\u30af\u6642\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u4f4e\u4e0b\u3092\u6c17\u306b\u3057\u306a\u304f\u3066\u3088\u3044\u70b9\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n\n\n\n \u3059\u3067\u306bAWS\u3092\u4f7f\u3063\u3066\u3044\u308b\u4f01\u696d\u306b\u3068\u3063\u3066\u3001Amazon Redshift\u306fAWS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u6df1\u3044\u7d71\u5408\u304c\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002Amazon S3\u3068\u306e\u30c7\u30fc\u30bf\u9023\u643a\u306fCOPY\u30b3\u30de\u30f3\u30c9\u3067\u7c21\u5358\u306b\u884c\u3048\u3001AWS Glue\u304cETL\uff08\u30c7\u30fc\u30bf\u62bd\u51fa\u30fb\u5909\u63db\u30fb\u30ed\u30fc\u30c9\uff09\u51e6\u7406\u3092\u81ea\u52d5\u5316\u3057\u307e\u3059\u3002<\/p>\n\n\n Amazon SageMaker\u3068\u9023\u643a\u3059\u308c\u3070\u3001Redshift\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001Amazon Kinesis\u3084AWS Lambda\u3001Amazon EventBridge\u306a\u3069\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3068\u3001\u307b\u307c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3082\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n IAM\uff08Identity and Access Management\uff09\u306b\u3088\u308b\u7d30\u304b\u306a\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3084\u3001VPC\uff08Virtual Private Cloud\uff09\u5185\u3078\u306e\u914d\u7f6e\u306b\u3088\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5206\u96e2\u3082\u3001\u6a19\u6e96\u3067\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u3046\u3057\u305f\u6a5f\u80fd\u306b\u3088\u308a\u3001\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3084\u3059\u3044\u70b9\u3082\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n\n\n \u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n 5\u3064\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u81ea\u793e\u306e\u8ab2\u984c\u306b\u76f4\u63a5\u52b9\u304f\u9805\u76ee\u304b\u3089\u512a\u5148\u3057\u3066\u898b\u308b\u3068\u3001\u6bd4\u3079\u308b\u9806\u756a\u3092\u6c7a\u3081\u3084\u3059\u304f\u306a\u308a\u3001\u5c0e\u5165\u306e\u5224\u65ad\u306b\u3082\u3064\u306a\u304c\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n \u5c0e\u5165\u3092\u5224\u65ad\u3059\u308b\u306b\u306f\u3001Amazon Redshift\u304c\u3069\u306e\u3088\u3046\u306a\u5834\u9762\u3067\u6700\u5927\u306e\u52b9\u679c\u3092\u767a\u63ee\u3059\u308b\u304b\u3092\u77e5\u3063\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5c0e\u5165\u5224\u65ad\u3067\u306f\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u4ee3\u8868\u7684\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u3001\u4f01\u696d\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u304c\u6700\u3082\u591a\u304f\u4f7f\u308f\u308c\u308b\u7528\u9014\u306e\u3072\u3068\u3064\u304c\u3001\u7d4c\u55b6\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084BI\u30ec\u30dd\u30fc\u30c6\u30a3\u30f3\u30b0\u57fa\u76e4\u306e\u69cb\u7bc9\u3067\u3059\u3002\u57fa\u5e79\u30b7\u30b9\u30c6\u30e0\u3084CRM\u3001\u5e83\u544a\u5a92\u4f53\u306a\u3069\u304b\u3089\u65e5\u6b21\u30fb\u9031\u6b21\u3067\u30c7\u30fc\u30bf\u3092\u96c6\u3081\u3001Redshift\u306b\u96c6\u7d04\u3057\u307e\u3059\u3002<\/p>\n\n\n \u3053\u3046\u3057\u3066\u96c6\u3081\u305f\u30c7\u30fc\u30bf\u3092Tableau\u3084Amazon QuickSight\u3001Power BI\u306a\u3069\u306eBI\u30c4\u30fc\u30eb\u3068\u63a5\u7d9a\u3059\u308b\u3068\u3001\u7d4c\u55b6\u9663\u304c\u58f2\u4e0a\u30fb\u30b3\u30b9\u30c8\u30fbKPI\u3092\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8fd1\u3044\u5f62\u3067\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002\u4e00\u65b9\u3001\u5f93\u6765\u306eExcel\u30d9\u30fc\u30b9\u306e\u30ec\u30dd\u30fc\u30c8\u4f5c\u6210\u3067\u306f\u6570\u6642\u9593\u304b\u304b\u3063\u3066\u3044\u305f\u30c7\u30fc\u30bf\u96c6\u8a08\u304c\u3001Redshift\u3092\u4f7f\u3046\u3068\u6570\u5206\u306b\u77ed\u7e2e\u3055\u308c\u305f\u4e8b\u4f8b\u3082\u591a\u304f\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u7279\u306b\u3001\u6570\u5343\u4e07\u304b\u3089\u6570\u5104\u884c\u898f\u6a21\u306e\u53d6\u5f15\u30c7\u30fc\u30bf\u3092\u6271\u3046EC\u4f01\u696d\u3084\u91d1\u878d\u6a5f\u95a2\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u304c\u8c4a\u5bcc\u3067\u3059\u3002<\/p>\n\n\n\n Amazon S3\u3092\u4e2d\u5fc3\u3068\u3057\u305f\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3067\u306f\u3001Amazon Redshift\u304c\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308bDWH\u5c64\u3068\u3057\u3066\u91cd\u8981\u306a\u5f79\u5272\u3092\u62c5\u3044\u307e\u3059\u3002\u30ed\u30b0\u30c7\u30fc\u30bf\u3084\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306fS3\u306b\u683c\u7d0d\u3057\u3001\u5206\u6790\u306b\u5fc5\u8981\u306a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3060\u3051\u3092Redshift\u306b\u30ed\u30fc\u30c9\u3059\u308b\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u69cb\u6210\u304c\u3001\u591a\u304f\u306e\u30b0\u30ed\u30fc\u30d0\u30eb\u4f01\u696d\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u5c0e\u5165\u4e8b\u4f8b\u3068\u3057\u3066\u3001\u30d0\u30a4\u30aa\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u4f01\u696d\u306eModerna\u306f\u3001Amazon Redshift\u3092\u300cSingle Source of Truth\uff08\u552f\u4e00\u306e\u4fe1\u983c\u3067\u304d\u308b\u60c5\u5831\u6e90\uff09\u300d\u3068\u4f4d\u7f6e\u3065\u3051\u3066\u3044\u307e\u3059\u3002\u7814\u7a76\u30c7\u30fc\u30bf\u304b\u3089\u696d\u52d9\u30c7\u30fc\u30bf\u307e\u3067\u3092\u307e\u3068\u3081\u3066\u7ba1\u7406\u3059\u308bDWH\u57fa\u76e4\u3068\u3057\u3066\u4f7f\u3063\u3066\u304a\u308a\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092S3\u306b\u4fdd\u5b58\u3059\u308b\u30b7\u30f3\u30d7\u30eb\u306a\u69cb\u6210\u306b\u3088\u308a\u3001\u5bb9\u91cf\u306e\u5fc3\u914d\u3084\u30ea\u30ab\u30d0\u30ea\u4f5c\u696d\u306e\u624b\u9593\u304c\u89e3\u6d88\u3055\u308c\u305f\u3068\u5831\u544a\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u30af\u30c1\u30b3\u30df\u30fb\u30ec\u30d3\u30e5\u30fc\u30b5\u30fc\u30d3\u30b9\u306eYelp\u306f\u3001\u6025\u5897\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u30c7\u30fc\u30bf\u3084\u884c\u52d5\u30ed\u30b0\u306e\u5206\u6790\u57fa\u76e4\u3068\u3057\u3066Redshift\u3092\u5c0e\u5165\u3057\u3001\u6a5f\u68b0\u5b66\u7fd2\u30b7\u30b9\u30c6\u30e0\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u30c7\u30fc\u30bf\u306e\u6e96\u5099\u306b\u3082\u6d3b\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306e\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u306b\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u304b\u3089\u672c\u756a\u904b\u7528\u307e\u3067\u6bb5\u968e\u3092\u8ffd\u3063\u3066\u9032\u3081\u308b\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002\u5404\u30d5\u30a7\u30fc\u30ba\u3067\u306e\u5224\u65ad\u30df\u30b9\u306f\u5f8c\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u554f\u984c\u3084\u30b3\u30b9\u30c8\u8d85\u904e\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u3001\u624b\u9806\u3092\u5148\u306b\u62bc\u3055\u3048\u3066\u304a\u304f\u3068\u5f79\u7acb\u3061\u307e\u3059\u3002\u8a73\u7d30\u306a\u9032\u3081\u65b9\u306f\u3001Amazon Redshift\u5c0e\u5165\u306e\u9032\u3081\u65b9\u30ac\u30a4\u30c9<\/a>\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n \u5c0e\u5165\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u81ea\u793e\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u8981\u4ef6\u3092\u660e\u78ba\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002\u3069\u306e\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u3001\u3069\u306e\u983b\u5ea6\u3067Redshift\u306b\u96c6\u7d04\u3059\u308b\u304b\u3001\u3069\u306e\u3088\u3046\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u304b\u3001\u540c\u6642\u63a5\u7d9a\u30e6\u30fc\u30b6\u30fc\u306f\u4f55\u4eba\u7a0b\u5ea6\u304b\u3092\u6c7a\u3081\u307e\u3059\u3002\u3053\u306e\u6574\u7406\u306f\u3001\u767a\u6ce8\u5074\u306e\u62c5\u5f53\u8005\u3068\u958b\u767a\u4f1a\u793e\u304c\u4e00\u7dd2\u306b\u9032\u3081\u308b\u3053\u3068\u3067\u3001\u5f8c\u306e\u8a8d\u8b58\u306e\u305a\u308c\u3092\u6e1b\u3089\u305b\u307e\u3059\u3002<\/p>\n\n\n \u73fe\u5728\u306e\u30c7\u30fc\u30bf\u91cf\uff08\u30c6\u30e9\u30d0\u30a4\u30c8\u898f\u6a21\u304b\u3001\u5c06\u6765\u7684\u306b\u30da\u30bf\u30d0\u30a4\u30c8\u306b\u9054\u3059\u308b\u304b\uff09\u3068\u4fdd\u5b58\u671f\u9593\u3001ISMS\u3084PCIDSS\u3001\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u306a\u3069\u3078\u306e\u5bfe\u5fdc\u3082\u3001\u767a\u6ce8\u5074\u3068\u958b\u767a\u4f1a\u793e\u304c\u540c\u6642\u306b\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n \u3053\u306e\u6bb5\u968e\u3067\u306f\u3001\u300cServerless\u7248\u304bProvisioned\u7248\u304b\u300d\u3068\u3044\u3046\u91cd\u8981\u306a\u9078\u629e\u3082\u884c\u3044\u307e\u3059\u3002\u5229\u7528\u983b\u5ea6\u304c\u9ad8\u304f\u5927\u898f\u6a21\u306a\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u304c\u7d9a\u304f\u5834\u5408\u306fProvisioned\u7248\u3001\u5229\u7528\u983b\u5ea6\u304c\u4e0d\u5b9a\u671f\u30fb\u4f4e\u983b\u5ea6\u306e\u5834\u5408\u3084\u3001\u307e\u305a\u8a66\u9a13\u5c0e\u5165\u304b\u3089\u59cb\u3081\u305f\u3044\u5834\u5408\u306fServerless\u7248\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n \u8981\u4ef6\u304c\u56fa\u307e\u3063\u305f\u3089\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u8a2d\u8a08\u3068\u30c6\u30fc\u30d6\u30eb\u8a2d\u8a08\u306b\u9032\u307f\u307e\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30fc\u8a2d\u8a08\u3067\u306f\u3001\u30ce\u30fc\u30c9\u30bf\u30a4\u30d7\u3068\u30ce\u30fc\u30c9\u6570\u3092\u9078\u3073\u307e\u3059\u3002\u73fe\u6642\u70b9\u3067\u306f\u591a\u304f\u306e\u30b1\u30fc\u30b9\u3067RA3\u30ce\u30fc\u30c9\u304c\u63a8\u5968\u3055\u308c\u3066\u304a\u308a\u3001\u7528\u9014\u306b\u5408\u308f\u305b\u3066\u3001ra3.xlplus\uff082\u30ce\u30fc\u30c9\u301c\uff09\u3084ra3.4xlarge\u3001ra3.16xlarge\u306a\u3069\u304b\u3089\u9078\u3073\u307e\u3059\u3002<\/p>\n\n\n \u30c6\u30fc\u30d6\u30eb\u8a2d\u8a08\u3067\u306f\u3001Amazon Redshift\u7279\u6709\u306e\u300c\u5206\u6563\u30ad\u30fc\uff08DISTKEY\uff09\u300d\u3068\u300c\u30bd\u30fc\u30c8\u30ad\u30fc\uff08SORTKEY\uff09\u300d\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u5206\u6563\u30ad\u30fc\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6563\u3055\u305b\u308b\u30ce\u30fc\u30c9\u3092\u6c7a\u3081\u308b\u30ad\u30fc\u3067\u3001\u7d50\u5408\u983b\u5ea6\u304c\u9ad8\u3044\u30ab\u30e9\u30e0\u306b\u8a2d\u5b9a\u3059\u308b\u3068\u3001\u30ce\u30fc\u30c9\u9593\u306e\u30c7\u30fc\u30bf\u79fb\u52d5\u3092\u6700\u5c0f\u5316\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n \u30bd\u30fc\u30c8\u30ad\u30fc\u306f\u3001\u30c7\u30a3\u30b9\u30af\u4e0a\u306e\u30c7\u30fc\u30bf\u306e\u4e26\u3073\u9806\u3092\u6c7a\u3081\u308b\u3082\u306e\u3067\u3001WHERE\u53e5\u3067\u3088\u304f\u4f7f\u308f\u308c\u308b\u30ab\u30e9\u30e0\u306b\u8a2d\u5b9a\u3059\u308b\u3068\u3001\u30be\u30fc\u30f3\u30de\u30c3\u30d7\u3092\u6d3b\u7528\u3057\u305f\u52b9\u7387\u7684\u306a\u30b9\u30ad\u30e3\u30f3\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002VPC\u306e\u8a2d\u5b9a\u3084\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30b0\u30eb\u30fc\u30d7\u3001IAM\u30ed\u30fc\u30eb\u306e\u5272\u308a\u5f53\u3066\u3082\u3001\u3053\u306e\u6bb5\u968e\u3067\u884c\u3044\u307e\u3059\u3002<\/p>\n\n\n\n \u30af\u30e9\u30b9\u30bf\u30fc\u304c\u6e96\u5099\u3067\u304d\u305f\u3089\u3001\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306bRedshift\u3078\u6295\u5165\u3059\u308bETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002AWS\u3067\u306f\u3001AWS Glue\u307e\u305f\u306fAmazon Data Firehose\u3092\u4f7f\u3063\u305f\u30de\u30cd\u30fc\u30b8\u30c9ETL\u304c\u591a\u304f\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u65e2\u5b58\u306e\u30aa\u30f3\u30d7\u30ec\u30df\u30b9DWH\u304b\u3089\u79fb\u884c\u3059\u308b\u5834\u5408\u306f\u3001AWS Schema Conversion Tool\uff08SCT\uff09\u3067\u65e2\u5b58DDL\u3092Redshift\u7528\u306b\u5909\u63db\u3057\u307e\u3059\u3002\u305d\u306e\u3046\u3048\u3067\u3001AWS Database Migration Service\uff08DMS\uff09\u3067\u30c7\u30fc\u30bf\u3092\u79fb\u884c\u3059\u308b\u306e\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n\n\n \u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u306f\u3001\u6b21\u306e2\u3064\u306e\u65b9\u6cd5\u3092\u6bd4\u3079\u3066\u9032\u3081\u307e\u3059\u3002<\/p>\n\n\n \u672c\u756a\u79fb\u884c\u306e\u524d\u306b\u306f\u5341\u5206\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c6\u30b9\u30c8\u3092\u884c\u3044\u3001\u4ee3\u8868\u7684\u306a\u30af\u30a8\u30ea\u304c\u671f\u5f85\u3069\u304a\u308a\u306e\u5fdc\u7b54\u901f\u5ea6\u3067\u8fd4\u3063\u3066\u304f\u308b\u3053\u3068\u3092\u78ba\u304b\u3081\u3066\u304b\u3089\u3001\u5207\u308a\u66ff\u3048\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n\n \u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n \u5404\u30d5\u30a7\u30fc\u30ba\u3067\u5224\u65ad\u3092\u5148\u9001\u308a\u305b\u305a\u3001\u8981\u4ef6\u3068\u30af\u30e9\u30b9\u30bf\u30fc\u69cb\u6210\u3092\u65e9\u3081\u306b\u6c7a\u3081\u3066\u304a\u304f\u3053\u3068\u304c\u3001\u5f8c\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u554f\u984c\u3084\u30b3\u30b9\u30c8\u8d85\u904e\u3092\u9632\u3050\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n \u5c0e\u5165\u306e\u5224\u65ad\u306b\u306f\u3001Amazon Redshift\u306e\u8cbb\u7528\u3092\u6b63\u78ba\u306b\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002AWS\u306e\u6599\u91d1\u306f\u30b5\u30fc\u30d3\u30b9\u30fb\u30ea\u30fc\u30b8\u30e7\u30f3\u30fb\u5229\u7528\u5f62\u614b\u306b\u3088\u3063\u3066\u5909\u308f\u308b\u305f\u3081\u3001\u4e3b\u306a\u8cbb\u7528\u9805\u76ee\u3068\u76ee\u5b89\u3092\u62bc\u3055\u3048\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u8a73\u7d30\u306a\u8cbb\u7528\u306e\u8a66\u7b97\u306f\u3001Amazon Redshift\u5c0e\u5165\u306e\u8cbb\u7528\u30fb\u6599\u91d1\u6bd4\u8f03\u8a18\u4e8b<\/a>\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n \u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u30c9\u7248\u306e\u6599\u91d1\u306f\u3001\u30ce\u30fc\u30c9\u30bf\u30a4\u30d7\u3068\u53f0\u6570\u3067\u6c7a\u307e\u308a\u307e\u3059\u3002\u73fe\u5728\u306e\u4e3b\u6d41\u3067\u3042\u308bRA3\u30ce\u30fc\u30c9\u306e\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6599\u91d1\uff08\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\uff09\u306e\u76ee\u5b89\u306f\u3001ra3.xplus\u304c1\u30ce\u30fc\u30c9\u3042\u305f\u308a\u6642\u95930.886\u30c9\u30eb\u3001ra3.4xlarge\u304c\u6642\u95933.26\u30c9\u30eb\u3067\u3059\u3002ra3.16xlarge\u306f\u6642\u959313.04\u30c9\u30eb\u7a0b\u5ea6\u3067\u3059\uff082025\u5e74\u6642\u70b9\uff09\u3002<\/p>\n\n\n \u6700\u5c0f\u69cb\u6210\u306fra3.xplus\u306e2\u30ce\u30fc\u30c9\u304b\u3089\u3067\u3001\u6708\u984d\u63db\u7b97\u3067\u306f\u7d041,300\u30c9\u30eb\uff08\u7d0420\u4e07\u5186\u524d\u5f8c\uff09\u304c\u6700\u4f4e\u30e9\u30a4\u30f3\u3068\u306a\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30ea\u30b6\u30fc\u30d6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u30921\u5e74\u5951\u7d04\u3067\u8cfc\u5165\u3059\u308b\u3068\u3001\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u6bd4\u3067\u7d0440\u301c50%\u5272\u5f15\u30013\u5e74\u5951\u7d04\u3067\u306f\u6700\u592775%\u5272\u5f15\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n \u30c7\u30fc\u30bf\u8ee2\u9001\u8cbb\uff08Redshift\u30af\u30e9\u30b9\u30bf\u30fc\u3078\u306e\u30c7\u30fc\u30bf\u8ee2\u9001\u306f\u7121\u6599\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u5916\u3078\u306e\u8ee2\u9001\u306f\u6709\u6599\uff09\u3084\u3001\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\uff08GB\/\u6708\u5358\u4f4d\uff09\u3082\u52a0\u308f\u308a\u307e\u3059\u3002\u69cb\u7bc9\u652f\u63f4\u3092\u5916\u90e8\u306e\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u30fc\u306b\u4f9d\u983c\u3059\u308b\u5834\u5408\u306f\u3001\u5225\u9014\u6570\u5341\u4e07\u5186\u304b\u3089\u6570\u767e\u4e07\u5186\u306e\u521d\u671f\u8cbb\u7528\u304c\u767a\u751f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n Serverless\u7248\u306e\u6599\u91d1\u306f\u3001RPU\uff08Redshift Processing Units\uff09\u3068\u3044\u3046\u5358\u4f4d\u3067\u8a08\u7b97\u3055\u308c\u307e\u3059\u3002\u6771\u4eac\u30ea\u30fc\u30b8\u30e7\u30f3\u3067\u306f1RPU\u6642\u9593\u3042\u305f\u308a0.495\u30c9\u30eb\u7a0b\u5ea6\u3067\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u6700\u4f4e\u30ad\u30e3\u30d1\u30b7\u30c6\u30a3\u306f8RPU\u3067\u3059\u3002\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5fdc\u3058\u3066\u3001\u81ea\u52d5\u3067\u30b9\u30b1\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n \u30a2\u30a4\u30c9\u30eb\u6642\u9593\uff08\u30af\u30a8\u30ea\u304c\u5b9f\u884c\u3055\u308c\u3066\u3044\u306a\u3044\u6642\u9593\uff09\u306f\u8ab2\u91d1\u3055\u308c\u307e\u305b\u3093\u3002\u305d\u306e\u305f\u3081\u30011\u65e5\u306e\u3046\u3061\u696d\u52d9\u6642\u9593\u306e\u307f\uff088\u6642\u9593\u7a0b\u5ea6\uff09\u3057\u304b\u4f7f\u308f\u306a\u3044\u5834\u5408\u306f\u3001\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u30c9\u7248\u3088\u308a\u3082\u5927\u5e45\u306b\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n \u30c8\u30fc\u30bf\u30eb\u30b3\u30b9\u30c8\u306f\u3001\u7dcf\u6240\u6709\u30b3\u30b9\u30c8\uff08TCO\uff09\u3067\u898b\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002AWS\u306e\u5229\u7528\u6599\u306e\u307b\u304b\u3001ETL\u30c4\u30fc\u30eb\uff08AWS Glue\uff09\u3084BI\u30c4\u30fc\u30eb\u306e\u30e9\u30a4\u30bb\u30f3\u30b9\u6599\u3001\u69cb\u7bc9\u30fb\u79fb\u884c\u8cbb\u7528\uff08SIer\u59d4\u8a17\u306e\u5834\u5408\uff09\u3001\u793e\u5185\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u5de5\u6570\u3082\u542b\u3081\u3066\u8a55\u4fa1\u3057\u307e\u3059\u3002\u4e00\u822c\u7684\u306b\u3001Redshift\u306eAWS\u5229\u7528\u6599\u3060\u3051\u3067\u6708\u984d\u6570\u4e07\u5186\u304b\u3089\u6570\u5341\u4e07\u5186\u306e\u7bc4\u56f2\u306b\u306a\u308b\u30b1\u30fc\u30b9\u304c\u591a\u304f\u3001\u5927\u898f\u6a21\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u6708\u984d\u6570\u767e\u4e07\u5186\u306b\u9054\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n\n\n \u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n \u8cbb\u7528\u306f\u3001\u5229\u7528\u983b\u5ea6\u306b\u5408\u308f\u305b\u3066\u30d7\u30ed\u30d3\u30b8\u30e7\u30f3\u30c9\u7248\u3068Serverless\u7248\u3092\u6bd4\u3079\u3001AWS\u306e\u5229\u7528\u6599\u306b\u52a0\u3048\u3066\u69cb\u7bc9\u30fb\u79fb\u884c\u8cbb\u3084\u793e\u5185\u5de5\u6570\u3082\u542b\u3081\u3066\u898b\u7a4d\u3082\u308b\u3068\u3001\u5224\u65ad\u3092\u8aa4\u308a\u306b\u304f\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n \u30af\u30e9\u30a6\u30c9DWH\u3092\u9078\u3076\u969b\u306f\u3001Amazon Redshift\u3068\u4e26\u3093\u3067\u3088\u304f\u6bd4\u3079\u3089\u308c\u308b\u306e\u304cGoogle BigQuery\u3068Snowflake\u3067\u3059\u3002<\/p>\n\n\n \u305d\u308c\u305e\u308c\u306e\u7279\u5fb4\u3092\u7406\u89e3\u3057\u3001\u81ea\u793e\u306b\u5408\u3046\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3076\u3053\u3068\u304c\u3001\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u7b2c\u4e00\u6b69\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Google BigQuery\u306f\u3001Google\u304c\u63d0\u4f9b\u3059\u308b\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\u578bDWH\u3067\u3059\u3002\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u304c\u307b\u307c\u4e0d\u8981\u306a\u70b9\u3068\u3001\u30af\u30a8\u30ea\u91cf\uff08\u30b9\u30ad\u30e3\u30f3\u3057\u305f\u30c7\u30fc\u30bf\u91cf\uff09\u306b\u5fdc\u3058\u305f\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u8ab2\u91d1\u304c\u7279\u5fb4\u3067\u3059\u30021TB\u5206\u306e\u7121\u6599\u67a0\u304c\u3042\u308b\u305f\u3081\u3001\u5c0f\u898f\u6a21\u306a\u30a2\u30c9\u30db\u30c3\u30af\u5206\u6790\u3067\u306f\u8cbb\u7528\u3092\u6291\u3048\u3084\u3059\u3044\u4e00\u65b9\u3001\u5927\u91cf\u306e\u30af\u30a8\u30ea\u3092\u983b\u7e41\u306b\u5b9f\u884c\u3059\u308b\u74b0\u5883\u3067\u306f\u3001\u30b3\u30b9\u30c8\u304c\u4e88\u6e2c\u3057\u306b\u304f\u304f\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n Amazon Redshift\u306fAWS\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001\u3059\u3067\u306bAWS\u3092\u4f7f\u3063\u3066\u3044\u308b\u7d44\u7e54\u306a\u3089\u3001\u65e2\u5b58\u306e\u8a8d\u8a3c\u30fb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u3092\u6d41\u7528\u3067\u304d\u308b\u70b9\u304c\u6709\u5229\u3067\u3059\u3002\u307e\u305f\u3001Redshift\u306fSQL\u306e\u65b9\u8a00\u304cPostgreSQL\u306b\u8fd1\u3044\u305f\u3081\u3001PostgreSQL\u7d4c\u9a13\u8005\u306f\u5b66\u7fd2\u30b3\u30b9\u30c8\u304c\u4f4e\u3044\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n \u4e00\u65b9\u3001BigQuery\u306f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\uff08\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\u30a4\u30f3\u30b5\u30fc\u30c8\uff09\u3068\u306e\u89aa\u548c\u6027\u304c\u9ad8\u304f\u3001Google Workspace\u3084Looker Studio\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u3082\u5f37\u307f\u3067\u3059\u3002\u65e2\u306bGoogle Cloud\u3092\u30e1\u30a4\u30f3\u30af\u30e9\u30a6\u30c9\u3068\u3057\u3066\u4f7f\u3063\u3066\u3044\u308b\u4f01\u696d\u306b\u306f\u3001BigQuery\u306e\u65b9\u304c\u9069\u3057\u3066\u3044\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Snowflake\u306f\u3001AWS\u30fbGCP\u30fbAzure\u306b\u5bfe\u5fdc\u3057\u305f\u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u306eDWH\u3067\u3059\u3002\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3068\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u5b8c\u5168\u306b\u5206\u96e2\u3057\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002\u300c\u4eee\u60f3\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u300d\u3068\u547c\u3070\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u8907\u6570\u8d77\u52d5\u3059\u308c\u3070\u3001\u90e8\u9580\u3054\u3068\u306b\u72ec\u7acb\u3057\u305f\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u5b9f\u884c\u3067\u304d\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306a\u7d44\u7e54\u3067\u306e\u5229\u7528\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n \u307e\u305f\u3001\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff08JSON\u3001Parquet\u7b49\uff09\u306e\u6271\u3044\u3084\u3059\u3055\u306fSnowflake\u304c\u512a\u308c\u3066\u304a\u308a\u3001\u30b9\u30ad\u30fc\u30de\u30aa\u30f3\u30ea\u30fc\u30c9\uff08\u30c7\u30fc\u30bf\u30ed\u30fc\u30c9\u6642\u306b\u5909\u63db\u4e0d\u8981\uff09\u306e\u8a2d\u8a08\u306b\u3088\u308a\u3001\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002Amazon Redshift\u3068\u6bd4\u3079\u308b\u3068\u3001AWS\u3068\u306e\u6df1\u3044\u7d71\u5408\u3068\u30b3\u30b9\u30c8\u4e88\u6e2c\u306e\u3057\u3084\u3059\u3055\uff08\u30ea\u30b6\u30fc\u30d6\u30c9\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u6d3b\u7528\uff09\u306e2\u70b9\u3067\u3001Redshift\u306b\u512a\u4f4d\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n \u30de\u30eb\u30c1\u30af\u30e9\u30a6\u30c9\u5bfe\u5fdc\u304c\u5fc5\u8981\u306a\u5834\u5408\u3084\u3001\u8907\u6570\u90e8\u9580\u304c\u72ec\u7acb\u3057\u3066\u30c7\u30fc\u30bf\u5206\u6790\u3092\u884c\u3046\u7d44\u7e54\u3067\u306f\u3001Snowflake\u304c\u9078\u3070\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u50be\u5411\u3067\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306f\u512a\u308c\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u304c\u3001\u8a2d\u8a08\u3084\u904b\u7528\u306e\u843d\u3068\u3057\u7a74\u3092\u77e5\u3089\u305a\u306b\u5c0e\u5165\u3059\u308b\u3068\u3001\u671f\u5f85\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5f97\u3089\u308c\u306a\u304b\u3063\u305f\u308a\u3001\u30b3\u30b9\u30c8\u304c\u60f3\u5b9a\u3092\u5927\u304d\u304f\u8d85\u3048\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u3067\u6700\u3082\u3088\u304f\u3042\u308b\u5931\u6557\u306e\u3072\u3068\u3064\u304c\u3001\u5206\u6563\u30ad\u30fc\uff08DISTKEY\uff09\u3068\u30bd\u30fc\u30c8\u30ad\u30fc\uff08SORTKEY\uff09\u306e\u8a2d\u8a08\u30df\u30b9\u3067\u3059\u3002\u5206\u6563\u30ad\u30fc\u3092\u9069\u5207\u306b\u8a2d\u5b9a\u3057\u306a\u3044\u3068\u3001\u7279\u5b9a\u306e\u30ce\u30fc\u30c9\u306b\u30c7\u30fc\u30bf\u304c\u504f\u308b\u30c7\u30fc\u30bf\u30b9\u30ad\u30e5\u30fc\u304c\u8d77\u304d\u3001\u30af\u30a8\u30ea\u306e\u6027\u80fd\u304c\u5927\u304d\u304f\u4e0b\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n \u305f\u3068\u3048\u3070\u3001\u30e6\u30cb\u30fc\u30af\u5024\u306e\u6570\u304c\u5c11\u306a\u3044\u30ab\u30e9\u30e0\uff08\u6027\u5225\u3001\u90fd\u9053\u5e9c\u770c\u306a\u3069\uff09\u3092\u5206\u6563\u30ad\u30fc\u306b\u9078\u3076\u3068\u3001\u307b\u3068\u3093\u3069\u306e\u30c7\u30fc\u30bf\u304c1\u301c2\u3064\u306e\u30ce\u30fc\u30c9\u306b\u96c6\u4e2d\u3057\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u30bd\u30fc\u30c8\u30ad\u30fc\u3082\u3001WHERE\u53e5\u3067\u983b\u7e41\u306b\u4f7f\u308f\u308c\u308b\u30ab\u30e9\u30e0\u306b\u8a2d\u5b9a\u3059\u308b\u306e\u304c\u57fa\u672c\u3067\u3059\u3002\u3053\u308c\u3092\u6020\u308b\u3068\u3001\u30be\u30fc\u30f3\u30de\u30c3\u30d7\u306e\u52b9\u679c\u304c\u5f97\u3089\u308c\u307e\u305b\u3093\u3002<\/p>\n\n\n VACUUM\u3068ANALYZE\u3068\u3044\u3046\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u64cd\u4f5c\u3082\u3001\u5b9a\u671f\u7684\u306b\u5b9f\u884c\u3057\u306a\u3044\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u52a3\u5316\u3057\u307e\u3059\u3002Redshift Advisor\u306f\u6539\u5584\u6848\u3092\u81ea\u52d5\u3067\u30ec\u30b3\u30e1\u30f3\u30c9\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u63d0\u6848\u306f\u3001\u5b9f\u969b\u306e\u30af\u30a8\u30ea\u30d1\u30bf\u30fc\u30f3\u3068\u7167\u3089\u3057\u5408\u308f\u305b\u3066\u691c\u8a0e\u3059\u308b\u3053\u3068\u304c\u5927\u5207\u3067\u3059\u3002<\/p>\n\n\n\n Redshift\u306f\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u5927\u91cf\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u96c6\u8a08\u30fb\u5206\u6790\u3059\u308b\u3053\u3068\u306b\u7279\u5316\u3057\u305f\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c7\u30fc\u30bf\u57fa\u76e4\u306e\u8981\u4ef6\u306b\u3088\u3063\u3066\u5411\u304d\u4e0d\u5411\u304d\u304c\u3042\u308a\u3001\u5c0e\u5165\u306e\u8981\u5426\u306f\u614e\u91cd\u306b\u5224\u65ad\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30c7\u30fc\u30bf\u306e\u66f4\u65b0\u30fb\u53c2\u7167\u304c\u5fc5\u8981\u306aOLTP\uff08\u30aa\u30f3\u30e9\u30a4\u30f3\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\uff09\u306b\u306f\u5411\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n Redshift\u306f\u5217\u6307\u5411\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u63a1\u7528\u3057\u3066\u3044\u308b\u305f\u3081\u30011\u4ef6\u305a\u3064\u306e\u30ec\u30b3\u30fc\u30c9\u306e\u633f\u5165\u30fb\u66f4\u65b0\u30fb\u524a\u9664\u306f\u6027\u80fd\u304c\u51fa\u306b\u304f\u3044\u3067\u3059\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7cfb\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001Amazon RDS\u3084Aurora\u306a\u3069\u3092\u4f7f\u3046\u306e\u304c\u9069\u5207\u3067\u3059\u3002<\/p>\n\n\n \u307e\u305f\u3001JSON\u3084XML\u306a\u3069\u306e\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u6271\u3044\u306f\u3001Snowflake\u3084BigQuery\u3068\u6bd4\u3079\u308b\u3068\u67d4\u8edf\u6027\u304c\u4f4e\u3081\u3067\u3059\u3002\u983b\u7e41\u306b\u69cb\u9020\u304c\u5909\u308f\u308b\u30c7\u30fc\u30bf\u3092\u5927\u91cf\u306b\u6271\u3046\u5834\u5408\u306f\u3001\u4ed6\u306e\u30b5\u30fc\u30d3\u30b9\u3082\u691c\u8a0e\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u6570GB\u304b\u3089\u6570\u5341GB\u7a0b\u5ea6\u3068\u5c0f\u3055\u3044\u5834\u5408\u306f\u3001RDS\u3084Aurora Serverless\u306e\u307b\u3046\u304c\u52b9\u7387\u7684\u306a\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u306f\u3001\u9069\u5207\u306b\u7ba1\u7406\u3057\u306a\u3044\u3068\u60f3\u5b9a\u5916\u306e\u30b3\u30b9\u30c8\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306bProvisioned\u7248\u3067\u306f\u3001\u4f7f\u3063\u3066\u3044\u306a\u3044\u6642\u9593\u5e2f\u3082\u30ce\u30fc\u30c9\u304c\u7a3c\u50cd\u3057\u7d9a\u3051\u308b\u305f\u3081\u3001\u958b\u767a\u30fb\u30c6\u30b9\u30c8\u74b0\u5883\u309224\u6642\u9593365\u65e5\u7a3c\u50cd\u3055\u305b\u308b\u3068\u3001\u7121\u99c4\u306a\u30b3\u30b9\u30c8\u304c\u7a4d\u307f\u91cd\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n \u958b\u767a\u74b0\u5883\u306fServerless\u7248\u306b\u5207\u308a\u66ff\u3048\u308b\u304b\u3001\u4f7f\u308f\u306a\u3044\u6642\u9593\u5e2f\u306b\u30af\u30e9\u30b9\u30bf\u30fc\u3092\u4e00\u6642\u505c\u6b62\u3059\u308b\u904b\u7528\u3092\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001Redshift Spectrum\u3092\u4f7f\u3063\u3066S3\u306e\u30c7\u30fc\u30bf\u3092\u76f4\u63a5\u30af\u30a8\u30ea\u3059\u308b\u5834\u5408\u306f\u3001\u30b9\u30ad\u30e3\u30f3\u3055\u308c\u305f\u30c7\u30fc\u30bf\u91cf\u306b\u5fdc\u3058\u3066\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u3001\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3067\u30b9\u30ad\u30e3\u30f3\u91cf\u3092\u7d5e\u308b\u3053\u3068\u304c\u6b20\u304b\u305b\u307e\u305b\u3093\u3002<\/p>\n\n\n AWS Cost Explorer\u3084\u4e88\u7b97\u30a2\u30e9\u30fc\u30c8\u3067\u6708\u6b21\u30b3\u30b9\u30c8\u3092\u76e3\u8996\u3057\u3001Redshift Advisor\u304c\u793a\u3059\u30b3\u30b9\u30c8\u306e\u898b\u76f4\u3057\u6848\u3082\u5b9a\u671f\u7684\u306b\u78ba\u8a8d\u3059\u308b\u904b\u7528\u4f53\u5236\u3092\u6574\u3048\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n\n\n \u30dd\u30a4\u30f3\u30c8<\/strong><\/p>\n\n\n \u30c6\u30fc\u30d6\u30eb\u8a2d\u8a08\u3001\u7528\u9014\u3068\u306e\u76f8\u6027\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306e3\u3064\u3067\u3059\u3002\u5c0e\u5165\u524d\u306b\u3053\u306e3\u3064\u3092\u78ba\u304b\u3081\u3066\u304a\u304f\u3068\u3001\u6027\u80fd\u3084\u30b3\u30b9\u30c8\u304c\u60f3\u5b9a\u3092\u8d85\u3048\u308b\u4e8b\u614b\u3092\u9632\u304e\u3084\u3059\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n<\/div>\n\n\n\n \u793e\u5185\u306bAWS\u306e\u5c02\u9580\u30a8\u30f3\u30b8\u30cb\u30a2\u304c\u3044\u306a\u3044\u5834\u5408\u3084\u3001\u77ed\u671f\u9593\u3067\u30b9\u30e0\u30fc\u30ba\u306b\u5c0e\u5165\u3057\u305f\u3044\u5834\u5408\u306f\u3001AWS\u30d1\u30fc\u30c8\u30ca\u30fc\u3067\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u30fc\uff08SIer\uff09\u3078\u306e\u30a2\u30a6\u30c8\u30bd\u30fc\u30b7\u30f3\u30b0\u304c\u6709\u52b9\u3067\u3059\u3002\u767a\u6ce8\u306e\u9032\u3081\u65b9\u30fb\u9078\u3073\u65b9\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001Amazon Redshift\u5c0e\u5165\u306e\u5916\u6ce8\u30fb\u767a\u6ce8\u30ac\u30a4\u30c9<\/a>\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002\u4fe1\u983c\u3067\u304d\u308b\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u63a2\u3057\u3066\u3044\u308b\u65b9\u306f\u3001Amazon Redshift\u5c0e\u5165\u652f\u63f4\u4f1a\u793e\u306e\u6bd4\u8f03\u8a18\u4e8b<\/a>\u3082\u53c2\u8003\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u5916\u6ce8\u304c\u6709\u52b9\u306a\u4f5c\u696d\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u306e\u652f\u63f4\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u69cb\u7bc9\u30fb\u8a2d\u5b9a\u306a\u3069\u3067\u3059\u3002\u30c6\u30fc\u30d6\u30eb\u8a2d\u8a08\u306e\u30ec\u30d3\u30e5\u30fc\u3001ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u958b\u767a\u3001\u65e2\u5b58DWH\u304b\u3089\u306e\u30c7\u30fc\u30bf\u79fb\u884c\u3082\u542b\u307e\u308c\u307e\u3059\u3002\u3055\u3089\u306b\u3001BI\u30c4\u30fc\u30eb\u3068\u306e\u63a5\u7d9a\u8a2d\u5b9a\u3084\u521d\u671f\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u793e\u5185\u62c5\u5f53\u8005\u3078\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u3082\u5916\u6ce8\u306e\u7bc4\u56f2\u306b\u5165\u308a\u307e\u3059\u3002<\/p>\n\n\n \u4e00\u65b9\u3001\u81ea\u793e\u306e\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u306b\u57fa\u3065\u304f\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u8a2d\u8a08\uff08\u3069\u306e\u30c7\u30fc\u30bf\u3092\u30fb\u3069\u306e\u3088\u3046\u306a\u5f62\u3067\u5206\u6790\u3057\u305f\u3044\u304b\uff09\u306f\u3001\u696d\u52d9\u90e8\u9580\u306e\u77e5\u8b58\u304c\u4e0d\u53ef\u6b20\u306a\u305f\u3081\u3001\u5185\u88fd\u5316\u3059\u3079\u304d\u90e8\u5206\u3067\u3059\u3002\u81ea\u793e\u306e\u60c5\u5831\u30b7\u30b9\u30c6\u30e0\u90e8\u9580\u3084\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u30c1\u30fc\u30e0\u304c\u4e3b\u4f53\u3068\u306a\u3063\u3066\u8981\u4ef6\u3092\u5b9a\u7fa9\u3057\u3001SIer\u306f\u305d\u306e\u6280\u8853\u7684\u306a\u5b9f\u73fe\u3092\u652f\u63f4\u3059\u308b\u5f79\u5272\u5206\u62c5\u304c\u7406\u60f3\u7684\u3067\u3059\u3002<\/p>\n\n\n \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5b8c\u4e86\u5f8c\u306e\u904b\u7528\u4fdd\u5b88\uff08\u76e3\u8996\u3001\u30c1\u30e5\u30fc\u30cb\u30f3\u30b0\u3001\u30b3\u30b9\u30c8\u306e\u898b\u76f4\u3057\uff09\u306f\u3001\u5916\u6ce8\u3092\u7d9a\u3051\u308b\u304b\u5185\u88fd\u5316\u3059\u308b\u304b\u3092\u3001\u4e8b\u524d\u306b\u6c7a\u3081\u3066\u304a\u304f\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n Amazon Redshift\u5c0e\u5165\u652f\u63f4\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u9078\u3076\u969b\u306b\u306f\u3001\u5224\u65ad\u306e\u57fa\u6e96\u304c\u3044\u304f\u3064\u304b\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u3001AWS\u306e\u8a8d\u5b9a\u8cc7\u683c\uff08AWS\u30d1\u30fc\u30c8\u30ca\u30fc\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u30c6\u30a3\u30a2\u3084\u5c02\u9580\u30b3\u30f3\u30d4\u30c6\u30f3\u30b7\u30fc\uff09\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002<\/p>\n\n\n \u305d\u308c\u3060\u3051\u3067\u306a\u304f\u3001\u5b9f\u969b\u306bRedshift\u3092\u4f7f\u3063\u305f\u30c7\u30fc\u30bf\u57fa\u76e4\u69cb\u7bc9\u306e\u5b9f\u7e3e\u6570\u3084\u3001\u696d\u754c\uff08\u88fd\u9020\u30fb\u6d41\u901a\u30fb\u91d1\u878d\u30fb\u30d8\u30eb\u30b9\u30b1\u30a2\u306a\u3069\uff09\u3067\u306e\u7d4c\u9a13\u3082\u91cd\u8996\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u63d0\u6848\u306e\u6bb5\u968e\u3067\u306f\u3001\u81ea\u793e\u306e\u696d\u52d9\u8981\u4ef6\u3092\u7406\u89e3\u3057\u305f\u3046\u3048\u3067\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u6848\u3092\u51fa\u3057\u3066\u304f\u308c\u308b\u304b\u3001\u30b3\u30b9\u30c8\u8a66\u7b97\u306e\u6839\u62e0\u304c\u660e\u78ba\u304b\u3069\u3046\u304b\u3082\u3001\u8a55\u4fa1\u306e\u76ee\u5b89\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n \u307e\u305f\u3001\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u4fdd\u5b88\u3084\u8ffd\u52a0\u958b\u767a\u3078\u306e\u5bfe\u5fdc\u4f53\u5236\u3001SLA\u306e\u660e\u78ba\u3055\u3001\u62c5\u5f53\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u7d4c\u9a13\u30ec\u30d9\u30eb\u3082\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3068\u3088\u3044\u3067\u3057\u3087\u3046\u3002\u8907\u6570\u793e\u304b\u3089\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308a\u3001\u6280\u8853\u63d0\u6848\u306e\u5185\u5bb9\u3001\u8cbb\u7528\u3001\u30a2\u30d5\u30bf\u30fc\u30b5\u30dd\u30fc\u30c8\u3092\u7dcf\u5408\u7684\u306b\u6bd4\u3079\u3066\u5224\u65ad\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n\n\n\n Amazon 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![\"\"](\"https:\/\/www.ripla.co.jp\/blog\/wp-content\/uploads\/2026\/08\/ripla-ordermade-system-202608-1024x576.png\")
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