{"id":7245,"date":"2026-04-04T22:18:27","date_gmt":"2026-04-04T13:18:27","guid":{"rendered":"https:\/\/blog.ripla.co.jp\/system\/azure-synapse-analytics-implementation-complete-guide\/"},"modified":"2026-04-04T22:18:27","modified_gmt":"2026-04-04T13:18:27","slug":"azure-synapse-analytics-implementation-complete-guide","status":"publish","type":"post","link":"https:\/\/www.ripla.co.jp\/blog\/data\/azure-synapse-analytics-implementation-complete-guide\/","title":{"rendered":"Azure Synapse Analytics\u5c0e\u5165\u306e\u5b8c\u5168\u30ac\u30a4\u30c9"},"content":{"rendered":"\n

\u300c\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u30af\u30e9\u30a6\u30c9\u306b\u79fb\u884c\u3057\u305f\u3044\u304c\u3001\u3069\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u9078\u3079\u3070\u3044\u3044\u304b\u308f\u304b\u3089\u306a\u3044\u300d\u300cAzure Synapse Analytics\u3068\u3044\u3046\u540d\u524d\u306f\u805e\u3044\u305f\u3053\u3068\u304c\u3042\u308b\u304c\u3001\u5177\u4f53\u7684\u306b\u4f55\u304c\u3067\u304d\u308b\u306e\u304b\u628a\u63e1\u3067\u304d\u3066\u3044\u306a\u3044\u300d\u2014\u2014\u3053\u306e\u3088\u3046\u306a\u7591\u554f\u3092\u62b1\u3048\u3066\u3044\u308bIT\u62c5\u5f53\u8005\u3084\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306e\u65b9\u306f\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002Azure Synapse Analytics\u306f\u3001Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u30a8\u30f3\u30bf\u30fc\u30d7\u30e9\u30a4\u30ba\u5411\u3051\u306e\u7d71\u5408\u30c7\u30fc\u30bf\u5206\u6790\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u6a5f\u80fd\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u3092\u4e00\u3064\u306e\u74b0\u5883\u306b\u7d71\u5408\u3057\u305f\u753b\u671f\u7684\u306a\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u3001Power BI\u3084Azure Machine Learning\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u304c\u7279\u5fb4\u3067\u3001\u65e5\u672c\u56fd\u5185\u3067\u3082\u96c6\u82f1\u793e\u306a\u3069\u306e\u5927\u624b\u4f01\u696d\u304c\u5c0e\u5165\u5b9f\u7e3e\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\u672c\u8a18\u4e8b\u3067\u306f\u3001Azure Synapse Analytics\u306e\u5168\u4f53\u50cf\u304b\u3089\u5c0e\u5165\u624b\u9806\u3001\u8cbb\u7528\u76f8\u5834\u3001\u6ce8\u610f\u70b9\u307e\u3067\u3001\u5c0e\u5165\u3092\u691c\u8a0e\u3057\u3066\u3044\u308b\u65b9\u304c\u77e5\u308a\u305f\u3044\u60c5\u5831\u3092\u3059\u3079\u3066\u7db2\u7f85\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304b\u3089\u5c0e\u5165\u8a08\u753b\u3092\u7acb\u3066\u308b\u65b9\u306f\u3082\u3061\u308d\u3093\u3001\u3059\u3067\u306b\u691c\u8a0e\u4e2d\u3067\u6b21\u306e\u30b9\u30c6\u30c3\u30d7\u306b\u9032\u307f\u305f\u3044\u65b9\u306b\u3082\u3001\u5b9f\u8df5\u7684\u306a\u77e5\u8b58\u3092\u304a\u5c4a\u3051\u3057\u307e\u3059\u3002\u306a\u304a\u3001\u5c0e\u5165\u306e\u9032\u3081\u65b9\u306b\u3064\u3044\u3066\u306fAzure Synapse Analytics\u5c0e\u5165\u306e\u9032\u3081\u65b9<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u306e\u3067\u3001\u3042\u308f\u305b\u3066\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\u25bc\u95a2\u9023\u8a18\u4e8b\u4e00\u89a7<\/p>\n\n\n\n

\u30fbAzure Synapse Analytics\u5c0e\u5165\u306e\u9032\u3081\u65b9\u3068\u4e8b\u4f8b\uff5c\u624b\u9806\u30fb\u30d7\u30ed\u30bb\u30b9\u3092\u5fb9\u5e95\u89e3\u8aac<\/a>
\u30fbAzure Synapse Analytics\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>
\u30fbAzure Synapse Analytics\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>
\u30fbAzure Synapse Analytics\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><\/p>\n\n\n\n

\nAzure Synapse Analytics\u3068\u306f\uff1f\u5168\u4f53\u50cf\u3092\u7406\u89e3\u3059\u308b<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u3001Microsoft\u304c2020\u5e74\u306b\u6b63\u5f0f\u30ea\u30ea\u30fc\u30b9\u3057\u305f\u7d71\u5408\u30c7\u30fc\u30bf\u5206\u6790\u30b5\u30fc\u30d3\u30b9\u3067\u3059\u3002\u5f93\u6765\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08Azure SQL Data Warehouse\uff09\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\uff08Azure HDInsight\uff09\u304c\u5225\u3005\u306e\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3057\u305f\u304c\u3001Azure Synapse Analytics\u3067\u306f\u3053\u308c\u3089\u3092\u4e00\u3064\u306e\u7d71\u5408\u3055\u308c\u305f\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3067\u7ba1\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002\u30c7\u30fc\u30bf\u306e\u53ce\u96c6\u30fb\u84c4\u7a4d\u30fb\u52a0\u5de5\u30fb\u5206\u6790\u30fb\u53ef\u8996\u5316\u307e\u3067\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5168\u5de5\u7a0b\u3092\u5358\u4e00\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5b9f\u884c\u3067\u304d\u308b\u70b9\u304c\u6700\u5927\u306e\u7279\u5fb4\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3068\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u53cc\u65b9\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u305f\u3081\u3001\u4f01\u696d\u306e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u6d3b\u7528\u30cb\u30fc\u30ba\u3092\u4e00\u5143\u7684\u306b\u6e80\u305f\u3059\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u4e3b\u8981\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3068\u6a5f\u80fd<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u307e\u305a\u300c\u5c02\u7528SQL\u30d7\u30fc\u30eb\u300d\u306f\u3001\u5f93\u6765\u306eAzure SQL Data Warehouse\u306b\u76f8\u5f53\u3059\u308b\u6a5f\u80fd\u3067\u3042\u308a\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3067\u3059\u3002Massively Parallel Processing\uff08MPP\uff09\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u5c64\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5c64\u304c\u5206\u96e2\u3057\u3066\u3044\u308b\u305f\u3081\u3001\u305d\u308c\u305e\u308c\u72ec\u7acb\u3057\u3066\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059\u3002\u6b21\u306b\u300c\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u300d\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066SQL\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3067\u304d\u308b\u6a5f\u80fd\u3067\u3042\u308a\u3001\u30a4\u30f3\u30d5\u30e9\u3092\u4e8b\u524d\u306b\u7528\u610f\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u3001\u5b9f\u969b\u306b\u5206\u6790\u3057\u305f\u30c7\u30fc\u30bf\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u305d\u3057\u3066\u300cApache Spark\u30d7\u30fc\u30eb\u300d\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6563\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30afApache Spark\u3092\u5229\u7528\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u6a5f\u80fd\u3067\u3059\u3002Python\u3001Scala\u3001Java\u306a\u3069\u8907\u6570\u306e\u8a00\u8a9e\u306b\u5bfe\u5fdc\u3057\u3066\u304a\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u3084\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u5909\u63db\u51e6\u7406\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u300cSynapse Pipelines\u300d\u306f\u30c7\u30fc\u30bf\u7d71\u5408\u30fb\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304b\u305a\u306bGUI\u30d9\u30fc\u30b9\u3067\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u306e\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u3068\u5909\u63db\u51e6\u7406\u3092\u8a2d\u8a08\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u4ed6\u306eAzure\u30b5\u30fc\u30d3\u30b9\u3068\u306e\u9055\u3044\u30fb\u9023\u643a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u3001Power BI\u3084Azure Machine Learning\u3068\u30cd\u30a4\u30c6\u30a3\u30d6\u306b\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u5206\u6790\u306e\u7d50\u679c\u3092\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u3057\u3066\u53ef\u8996\u5316\u3057\u305f\u308a\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u69cb\u7bc9\u30fb\u904b\u7528\u307e\u3067\u4e00\u8cab\u3057\u3066\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002Azure Data Factory\u3068\u6bd4\u8f03\u3059\u308b\u3068Synapse Pipelines\u306f\u6a5f\u80fd\u7684\u306b\u307b\u307c\u540c\u7b49\u3067\u3059\u304c\u3001Synapse\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u5185\u3067\u5b8c\u7d50\u3067\u304d\u308b\u70b9\u304c\u5229\u70b9\u3067\u3059\u3002\u307e\u305f\u3001Azure Databricks\u3068\u306e\u9055\u3044\u3068\u3057\u3066\u306f\u3001Synapse\u306f\u7d71\u5408\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3068\u3057\u3066\u3088\u308a\u5e45\u5e83\u3044\u6a5f\u80fd\u3092\u30ab\u30d0\u30fc\u3059\u308b\u306e\u306b\u5bfe\u3057\u3001Databricks\u306f\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u3068\u6a5f\u68b0\u5b66\u7fd2\u306b\u7279\u5316\u3057\u305f\u6df1\u3044\u5c02\u9580\u6a5f\u80fd\u3092\u6301\u3064\u3068\u3044\u3046\u68f2\u307f\u5206\u3051\u304c\u3042\u308a\u307e\u3059\u3002\u3059\u3067\u306bMicrosoft 365\u3084Dynamics 365\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u4f01\u696d\u3067\u3042\u308c\u3070\u3001Synapse\u3068\u306e\u9023\u643a\u306b\u3088\u308b\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u5e45\u304c\u5927\u304d\u304f\u5e83\u304c\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics\u5c0e\u5165\u306e\u30e1\u30ea\u30c3\u30c8<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u5f97\u3089\u308c\u308b\u30e1\u30ea\u30c3\u30c8\u306f\u591a\u5c90\u306b\u308f\u305f\u308a\u307e\u3059\u3002\u5358\u306a\u308b\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306e\u7f6e\u304d\u63db\u3048\u306b\u3068\u3069\u307e\u3089\u305a\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u5168\u4f53\u306e\u52b9\u7387\u5316\u3068\u9ad8\u5ea6\u5316\u3092\u5b9f\u73fe\u3067\u304d\u308b\u70b9\u304c\u3001\u591a\u304f\u306e\u4f01\u696d\u304c\u9078\u629e\u3059\u308b\u7406\u7531\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u4ee3\u8868\u7684\u306a\u30e1\u30ea\u30c3\u30c8\u3092\u8a73\u3057\u304f\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u7d71\u5408\u74b0\u5883\u306b\u3088\u308b\u696d\u52d9\u52b9\u7387\u5316<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u6700\u5927\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30c7\u30fc\u30bf\u7d71\u5408\u30fb\u84c4\u7a4d\u30fb\u5206\u6790\u30fb\u53ef\u8996\u5316\u307e\u3067\u3092\u4e00\u3064\u306e\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u3067\u5b8c\u7d50\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u306b\u306f\u5225\u306eETL\u30c4\u30fc\u30eb\u3001\u5206\u6790\u306b\u306f\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3001\u53ef\u8996\u5316\u306b\u306fBI\u30c4\u30fc\u30eb\u3068\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u305d\u308c\u305e\u308c\u306e\u7ba1\u7406\u3084\u9023\u643a\u306b\u591a\u304f\u306e\u5de5\u6570\u304c\u304b\u304b\u3063\u3066\u3044\u307e\u3057\u305f\u3002Azure Synapse Analytics\u3067\u306f\u3001Synapse Studio\u3068\u547c\u3070\u308c\u308b\u7d71\u5408\u958b\u767a\u74b0\u5883\u4e0a\u3067\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30fb\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u30fb\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b9\u30c8\u304c\u540c\u4e00\u306e\u74b0\u5883\u3092\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u306f\u30b3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3057\u3067GUI\u64cd\u4f5c\u306b\u3088\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u306fPoC\u3092\u77ed\u6642\u9593\u3067\u69cb\u7bc9\u3067\u304d\u3001\u30d3\u30b8\u30cd\u30b9\u30a2\u30ca\u30ea\u30b9\u30c8\u306f\u9023\u643a\u3055\u308c\u305fPower BI\u3092\u4f7f\u7528\u3057\u3066\u6570\u5206\u3067\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u7d44\u7e54\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u6d3b\u7528\u30b9\u30d4\u30fc\u30c9\u304c\u5927\u5e45\u306b\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u5358\u4f4d\u306e\u30c7\u30fc\u30bf\u3092\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u308b\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u5c64\u3068\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5c64\u304c\u72ec\u7acb\u3057\u3066\u5206\u96e2\u3055\u308c\u3066\u3044\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u3048\u3066\u3082\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3092\u884c\u3044\u306a\u304c\u3089\u3001\u5206\u6790\u306e\u8ca0\u8377\u306b\u5fdc\u3058\u3066\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3060\u3051\u3092\u67d4\u8edf\u306b\u5897\u6e1b\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u5b63\u7bc0\u5909\u52d5\u3084\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u6642\u671f\u306a\u3069\u3001\u30a2\u30af\u30bb\u30b9\u8ca0\u8377\u304c\u4e00\u6642\u7684\u306b\u6025\u5897\u3059\u308b\u30d3\u30b8\u30cd\u30b9\u30b7\u30ca\u30ea\u30aa\u306b\u304a\u3044\u3066\u7279\u306b\u6709\u52b9\u3067\u3059\u3002\u307e\u305f\u3001\u4f7f\u7528\u3057\u306a\u3044\u6642\u9593\u5e2f\u306b\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30ea\u30bd\u30fc\u30b9\u3092\u505c\u6b62\uff08\u4e00\u6642\u505c\u6b62\uff09\u3059\u308b\u3053\u3068\u3067\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3067\u304d\u308b\u305f\u3081\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u6bd4\u3079\u3066\u904b\u7528\u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3067\u304d\u307e\u3059\u3002\u5c02\u7528SQL\u30d7\u30fc\u30eb\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306fDWU\uff08Data Warehouse Unit\uff09\u3068\u3044\u3046\u5358\u4f4d\u3067\u7ba1\u7406\u3055\u308c\u3001\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u306b\u5fdc\u3058\u3066\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u8abf\u6574\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n

\n

Microsoft\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306fMicrosoft\u306e\u30af\u30e9\u30a6\u30c9\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u6df1\u304f\u7d71\u5408\u3055\u308c\u3066\u304a\u308a\u3001Power BI\u3068\u306e\u9023\u643a\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u5206\u6790\u7d50\u679c\u3092\u5373\u5ea7\u306b\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3068\u3057\u3066\u53ef\u8996\u5316\u3067\u304d\u307e\u3059\u3002Azure Machine Learning\u3068\u306e\u7d71\u5408\u306b\u3088\u308a\u3001Synapse\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u5185\u3067\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u304b\u3089\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u307e\u3067\u3092\u4e00\u8cab\u3057\u3066\u5b9f\u65bd\u3067\u304d\u307e\u3059\u3002\u3055\u3089\u306b\u3001Azure Active Directory\u306b\u3088\u308b\u8a8d\u8a3c\u30fb\u8a8d\u53ef\u7ba1\u7406\u3001Azure Monitor\u306b\u3088\u308b\u76e3\u8996\u3001Azure DevOps\u306b\u3088\u308bCI\/CD\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u69cb\u7bc9\u3082\u5bb9\u6613\u306b\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002Microsoft 365\u3084Dynamics 365\u306e\u30c7\u30fc\u30bf\u3092Synapse\u306b\u53d6\u308a\u8fbc\u3093\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3042\u308a\u3001CRM\u30c7\u30fc\u30bf\u3084\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u305f\u9ad8\u5ea6\u306a\u30d3\u30b8\u30cd\u30b9\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u4f01\u696d\u3082\u5897\u3048\u3066\u3044\u307e\u3059\u3002SaaS\u30b5\u30fc\u30d3\u30b9\u3078\u306e\u30c7\u30fc\u30bf\u5171\u6709\u3082\u6570\u30af\u30ea\u30c3\u30af\u3067\u8a2d\u5b9a\u3067\u304d\u308b\u70b9\u3082\u5b9f\u52d9\u4e0a\u306e\u5927\u304d\u306a\u5229\u70b9\u3067\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics\u5c0e\u5165\u306e\u9032\u3081\u65b9\u30fb\u624b\u9806<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u8a08\u753b\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u4e0d\u53ef\u6b20\u3067\u3059\u3002\u74b0\u5883\u306e\u8a55\u4fa1\u304b\u3089\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u30c6\u30b9\u30c8\u307e\u3067\u3001\u5404\u30d5\u30a7\u30fc\u30ba\u3067\u9069\u5207\u306a\u624b\u9806\u3092\u8e0f\u3080\u3053\u3068\u3067\u3001\u5f8c\u623b\u308a\u306e\u306a\u3044\u5b89\u5b9a\u3057\u305f\u5c0e\u5165\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u8a73\u7d30\u306a\u9032\u3081\u65b9\u306b\u3064\u3044\u3066\u306fAzure Synapse Analytics\u5c0e\u5165\u306e\u9032\u3081\u65b9<\/a>\u3067\u3082\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u3053\u3053\u3067\u306f\u4e3b\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u6982\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30d5\u30a7\u30fc\u30ba1\uff1a\u8981\u4ef6\u5b9a\u7fa9\u30fb\u74b0\u5883\u8a55\u4fa1<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u5c0e\u5165\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u6700\u521d\u306e\u30b9\u30c6\u30c3\u30d7\u306f\u3001\u73fe\u72b6\u306e\u74b0\u5883\u3092\u5fb9\u5e95\u7684\u306b\u8a55\u4fa1\u3057\u3001\u8981\u4ef6\u3092\u660e\u78ba\u5316\u3059\u308b\u3053\u3068\u3067\u3059\u3002Microsoft\u304c\u63a8\u5968\u3059\u308b\u300c\u8a2d\u8a08\u306b\u3088\u308b\u5b9f\u88c5\u306e\u6210\u529f\u300d\u624b\u6cd5\u3067\u3082\u3001\u74b0\u5883\u8a55\u4fa1\u304c\u6700\u521d\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3068\u3057\u3066\u4f4d\u7f6e\u3065\u3051\u3089\u308c\u3066\u3044\u307e\u3059\u3002\u5177\u4f53\u7684\u306b\u306f\u3001\u73fe\u5728\u4fdd\u6709\u3057\u3066\u3044\u308b\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u30fb\u91cf\u30fb\u5f62\u5f0f\u3001\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u591a\u69d8\u6027\uff08\u30aa\u30f3\u30d7\u30ec\u30df\u30b9DB\u30fbSaaS\u30fbIoT\u30c7\u30d0\u30a4\u30b9\u306a\u3069\uff09\u3001\u5206\u6790\u30e6\u30fc\u30b6\u30fc\u306e\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u3068\u4eba\u6570\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3001\u65e2\u5b58\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u9023\u643a\u8981\u4ef6\u306a\u3069\u3092\u6d17\u3044\u51fa\u3057\u307e\u3059\u3002\u8981\u4ef6\u304c\u66d6\u6627\u306a\u307e\u307e\u69cb\u7bc9\u3092\u59cb\u3081\u308b\u3068\u3001\u5f8c\u5de5\u7a0b\u3067\u306e\u8a2d\u8a08\u5909\u66f4\u3084\u624b\u623b\u308a\u304c\u767a\u751f\u3059\u308b\u305f\u3081\u3001\u3053\u306e\u6bb5\u968e\u306b\u5341\u5206\u306a\u6642\u9593\u3092\u6295\u8cc7\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001PoC\uff08\u6982\u5ff5\u5b9f\u8a3c\uff09\u30d5\u30a7\u30fc\u30ba\u3092\u8a2d\u3051\u3066\u5c0f\u898f\u6a21\u306a\u30d1\u30a4\u30ed\u30c3\u30c8\u3092\u884c\u3044\u3001\u6280\u8853\u7684\u306a\u5b9f\u73fe\u53ef\u80fd\u6027\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u4e8b\u524d\u306b\u78ba\u8a8d\u3059\u308b\u3053\u3068\u3082\u6709\u52b9\u306a\u624b\u6bb5\u3067\u3059\u3002Azure Synapse Analytics\u306e\u7121\u6599\u30c8\u30e9\u30a4\u30a2\u30eb\u3084Azure\u7121\u6599\u30a2\u30ab\u30a6\u30f3\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u3092\u304b\u3051\u305a\u306b\u8a66\u9a13\u7684\u306a\u691c\u8a3c\u304c\u884c\u3048\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30d5\u30a7\u30fc\u30ba2\uff1a\u8a2d\u8a08\u30fb\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u69cb\u7bc9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u8981\u4ef6\u5b9a\u7fa9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u8a2d\u8a08\u3068\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u69cb\u7bc9\u306b\u9032\u307f\u307e\u3059\u3002Azure Portal\u306b\u30a2\u30af\u30bb\u30b9\u3057\u3001\u300cAzure Synapse Analytics\u300d\u3092\u9078\u629e\u3057\u3066\u300c\u4f5c\u6210\u300d\u3092\u30af\u30ea\u30c3\u30af\u3059\u308b\u3068\u3053\u308d\u304b\u3089\u59cb\u307e\u308a\u307e\u3059\u3002\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u540d\u3001\u30ea\u30fc\u30b8\u30e7\u30f3\uff08\u65e5\u672c\u56fd\u5185\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306fJapan East\u307e\u305f\u306fJapan West\u3092\u63a8\u5968\uff09\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30ab\u30a6\u30f3\u30c8\uff08Azure Data Lake Storage Gen2\uff09\u3092\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u8a2d\u8a08\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u5c02\u7528SQL\u30d7\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u304b\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u3092\u4f7f\u7528\u3059\u308b\u304b\u306e\u5224\u65ad\u304c\u91cd\u8981\u3067\u3059\u3002\u5927\u898f\u6a21\u306a\u5b9a\u578b\u30af\u30a8\u30ea\u304c\u591a\u3044\u5834\u5408\u306f\u5c02\u7528SQL\u30d7\u30fc\u30eb\u3001\u30a2\u30c9\u30db\u30c3\u30af\u306a\u5206\u6790\u3084\u30b3\u30b9\u30c8\u6700\u9069\u5316\u3092\u512a\u5148\u3059\u308b\u5834\u5408\u306f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Apache Spark\u30d7\u30fc\u30eb\u306e\u30ce\u30fc\u30c9\u30b5\u30a4\u30ba\u3068\u30ce\u30fc\u30c9\u6570\u3082\u3001\u51e6\u7406\u3059\u308b\u30c7\u30fc\u30bf\u91cf\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u8981\u4ef6\u306b\u57fa\u3065\u3044\u3066\u8a2d\u8a08\u3057\u307e\u3059\u3002\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u8a2d\u5b9a\u3067\u306f\u30de\u30cd\u30fc\u30b8\u30c9\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8\u3092\u7d4c\u7531\u305b\u305a\u306b\u5b89\u5168\u306a\u30c7\u30fc\u30bf\u8ee2\u9001\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30d5\u30a7\u30fc\u30ba3\uff1a\u30c7\u30fc\u30bf\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u69cb\u7bc9\u30fb\u30c6\u30b9\u30c8\u30fb\u672c\u756a\u79fb\u884c<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30ef\u30fc\u30af\u30b9\u30da\u30fc\u30b9\u306e\u69cb\u7bc9\u304c\u5b8c\u4e86\u3057\u305f\u3089\u3001Synapse Pipelines\u3092\u4f7f\u7528\u3057\u3066\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002Azure Blob Storage\u3001Azure SQL Database\u3001\u30aa\u30f3\u30d7\u30ec\u30df\u30b9\u306eSQL Server\u3001Salesforce\u306a\u3069\u306e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u307f\u3001\u5fc5\u8981\u306a\u5909\u63db\u51e6\u7406\u3092\u65bd\u3057\u3066\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u3084SQL\u30d7\u30fc\u30eb\u306b\u683c\u7d0d\u3059\u308b\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u8a2d\u8a08\u3057\u307e\u3059\u3002Azure DevOps\u3068\u306e\u7d71\u5408\u306b\u3088\u3063\u3066\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u7ba1\u7406\u3068CI\/CD\u3092\u8a2d\u5b9a\u3057\u3001\u958b\u767a\u74b0\u5883\u30fb\u30c6\u30b9\u30c8\u74b0\u5883\u30fb\u672c\u756a\u74b0\u5883\u306e\u5206\u96e2\u7ba1\u7406\u3092\u5fb9\u5e95\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u30c6\u30b9\u30c8\u30d5\u30a7\u30fc\u30ba\u3067\u306f\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u306e\u691c\u8a3c\uff08\u6b20\u640d\u5024\u30fb\u91cd\u8907\u30c7\u30fc\u30bf\u30fb\u578b\u4e0d\u6574\u5408\u306e\u30c1\u30a7\u30c3\u30af\uff09\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30c6\u30b9\u30c8\uff08\u30af\u30a8\u30ea\u5fdc\u7b54\u6642\u9593\u30fb\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\uff09\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30c6\u30b9\u30c8\uff08\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u30fb\u30c7\u30fc\u30bf\u6697\u53f7\u5316\u306e\u78ba\u8a8d\uff09\u3092\u5b9f\u65bd\u3057\u307e\u3059\u3002\u672c\u756a\u79fb\u884c\u524d\u306b\u306f\u5207\u308a\u623b\u3057\u624b\u9806\u3092\u660e\u78ba\u306b\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u4e07\u304c\u4e00\u306e\u554f\u984c\u767a\u751f\u6642\u306b\u3082\u8fc5\u901f\u306b\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002\u79fb\u884c\u5f8c\u306f\u3001Azure Monitor\u3092\u6d3b\u7528\u3057\u305f\u30ea\u30bd\u30fc\u30b9\u4f7f\u7528\u91cf\u30fb\u30af\u30a8\u30ea\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30fb\u30b3\u30b9\u30c8\u306e\u7d99\u7d9a\u7684\u306a\u76e3\u8996\u4f53\u5236\u3092\u6574\u5099\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics \u306e\u8cbb\u7528\u30fb\u6599\u91d1\u4f53\u7cfb<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u30b3\u30b9\u30c8\u306f\u3001\u5229\u7528\u3059\u308b\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u3084\u4f7f\u7528\u91cf\u306b\u5fdc\u3058\u305f\u5f93\u91cf\u8ab2\u91d1\u5236\u304c\u57fa\u672c\u3067\u3059\u3002\u8cbb\u7528\u3092\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3059\u308b\u305f\u3081\u306b\u306f\u5404\u6599\u91d1\u9805\u76ee\u306e\u4ed5\u7d44\u307f\u3092\u6b63\u78ba\u306b\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u8cbb\u7528\u306e\u8a73\u7d30\u306b\u3064\u3044\u3066\u306fAzure Synapse Analytics\u5c0e\u5165\u8cbb\u7528\u306e\u8a73\u7d30\u89e3\u8aac<\/a>\u3082\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u5225\u306e\u6599\u91d1\u4f53\u7cfb<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u4e3b\u306a\u6599\u91d1\u9805\u76ee\u306f\u3001\u5c02\u7528SQL\u30d7\u30fc\u30eb\u30fb\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u30fbApache Spark\u30d7\u30fc\u30eb\u30fbSynapse Pipelines\u306e4\u3064\u3067\u3059\u3002\u5c02\u7528SQL\u30d7\u30fc\u30eb\u306f\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u5358\u4f4d\uff08DWU\uff09\u00d7\u7a3c\u50cd\u6642\u9593\u3067\u8ab2\u91d1\u3055\u308c\u3001\u6700\u5c0f\u69cb\u6210\uff08DW100c\uff09\u30671\u6642\u9593\u3042\u305f\u308a\u7d04231\u5186\u304b\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u3002\u30b9\u30c8\u30ec\u30fc\u30b8\u5c64\u306f\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u5c64\u3068\u306f\u5225\u306b\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u3001\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u3092\u4e00\u6642\u505c\u6b62\u3057\u3066\u3044\u308b\u9593\u306f\u30b9\u30c8\u30ec\u30fc\u30b8\u8cbb\u7528\u306e\u307f\u304c\u767a\u751f\u3057\u307e\u3059\u3002\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u306f\u3001\u30af\u30a8\u30ea\u3067\u5206\u6790\u3057\u305f\u30c7\u30fc\u30bf\u91cf1TB\u3042\u305f\u308a\u7d04765\u5186\u3068\u3044\u3046\u5f93\u91cf\u8ab2\u91d1\u5236\u304c\u9069\u7528\u3055\u308c\u307e\u3059\u3002\u983b\u5ea6\u306e\u4f4e\u3044\u30a2\u30c9\u30db\u30c3\u30af\u5206\u6790\u306b\u306f\u7279\u306b\u30b3\u30b9\u30c8\u52b9\u7387\u304c\u9ad8\u3044\u9078\u629e\u80a2\u3067\u3059\u3002Apache Spark\u30d7\u30fc\u30eb\u306f\u3001\u4f7f\u7528\u3057\u305f\u4eee\u60f3\u30b3\u30a2\u306e\u6642\u9593\u6570\u306b\u57fa\u3065\u3044\u3066\u8ab2\u91d1\u3055\u308c\u3001Small\uff084 vCores\uff09\u30671\u6642\u9593\u3042\u305f\u308a\u7d0485\u5186\u304b\u3089\u5229\u7528\u3067\u304d\u307e\u3059\u3002Synapse Pipelines\u306f\u3001\u30aa\u30fc\u30b1\u30b9\u30c8\u30ec\u30fc\u30b7\u30e7\u30f3\u30a2\u30af\u30c6\u30a3\u30d3\u30c6\u30a3\u306e\u5b9f\u884c\u56de\u6570\u3084\u30c7\u30fc\u30bf\u79fb\u52d5\u91cf\uff08DIU\u00d7\u6642\u9593\uff09\u306b\u5fdc\u3058\u305f\u8ab2\u91d1\u3068\u306a\u308a\u307e\u3059\u30022\u9031\u9593\u7a0b\u5ea6\u306e\u8a66\u9a13\u904b\u7528\u3067\u306f\u6570\u5343\u5186\u7a0b\u5ea6\u306b\u53ce\u307e\u308b\u3053\u3068\u3082\u591a\u304f\u3001\u5e38\u6642\u7a3c\u50cd\u306e\u5834\u5408\u3067\u3082\u6708\u984d1\u301c\u6570\u4e07\u5186\u304b\u3089\u59cb\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30b3\u30b9\u30c8\u6700\u9069\u5316\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u30b3\u30b9\u30c8\u3092\u6700\u9069\u5316\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305a\u5c02\u7528SQL\u30d7\u30fc\u30eb\u306e\u4e88\u7d04\u8cfc\u5165\u304c\u52b9\u679c\u7684\u3067\u3059\u3002\u5f93\u91cf\u8ab2\u91d1\u5236\u3068\u6bd4\u8f03\u3057\u3066\u30011\u5e74\u4e88\u7d04\u3067\u6700\u592737%\u30013\u5e74\u4e88\u7d04\u3067\u6700\u592765%\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u304c\u5b9f\u73fe\u3067\u304d\u307e\u3059\u3002\u9577\u671f\u7684\u306b\u5b89\u5b9a\u3057\u305f\u5229\u7528\u304c\u898b\u8fbc\u307e\u308c\u308b\u5834\u5408\u306f\u3001\u7a4d\u6975\u7684\u306b\u4e88\u7d04\u8cfc\u5165\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002\u6b21\u306b\u3001\u5c02\u7528SQL\u30d7\u30fc\u30eb\u306e\u81ea\u52d5\u4e00\u6642\u505c\u6b62\u6a5f\u80fd\u3092\u6d3b\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u696d\u52d9\u6642\u9593\u5916\u3084\u9031\u672b\u306a\u3069\u5229\u7528\u3057\u306a\u3044\u6642\u9593\u5e2f\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u8cbb\u7528\u3092\u30bc\u30ed\u306b\u3067\u304d\u307e\u3059\u3002\u305f\u3068\u3048\u3070\u5e73\u65e59\u301c18\u6642\u306e\u307f\u7a3c\u50cd\u3059\u308b\u8a2d\u5b9a\u306b\u3059\u308c\u3070\u3001\u6708\u306e\u7a3c\u50cd\u6642\u9593\u3092\u7d04195\u6642\u9593\u304b\u3089\u7d04180\u6642\u9593\u306b\u524a\u6e1b\u3067\u304d\u3001\u30b3\u30b9\u30c8\u3092\u5927\u5e45\u306b\u6291\u3048\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u3068\u5c02\u7528SQL\u30d7\u30fc\u30eb\u3092\u4f7f\u3044\u5206\u3051\u308b\u3053\u3068\u3082\u6709\u52b9\u3067\u3059\u3002\u5b9a\u671f\u7684\u306a\u5927\u898f\u6a21\u30af\u30a8\u30ea\u306b\u306f\u5c02\u7528SQL\u30d7\u30fc\u30eb\u3001\u81e8\u6642\u306e\u30c7\u30fc\u30bf\u63a2\u7d22\u306b\u306f\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9SQL\u30d7\u30fc\u30eb\u3092\u9078\u629e\u3059\u308b\u3053\u3068\u3067\u3001\u5168\u4f53\u306e\u30b3\u30b9\u30c8\u3092\u6700\u5c0f\u5316\u3067\u304d\u307e\u3059\u3002Azure Cost Management\u3068Budget\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3066\u3001\u6708\u6b21\u306e\u30b3\u30b9\u30c8\u4e0a\u9650\u3092\u8a2d\u3051\u3001\u8d85\u904e\u3057\u305f\u969b\u306b\u901a\u77e5\u3092\u53d7\u3051\u53d6\u308b\u4ed5\u7d44\u307f\u3092\u6574\u3048\u308b\u3053\u3068\u3082\u91cd\u8981\u3067\u3059\u3002\u3055\u3089\u306b\u3001Microsoft\u304c\u63d0\u4f9b\u3059\u308b\u300c\u4e8b\u524d\u8cfc\u5165\u30d7\u30e9\u30f3\u300d\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001Synapse Pipelines\u306e\u30b3\u30b9\u30c8\u3082\u4e88\u6e2c\u53ef\u80fd\u306a\u5f62\u3067\u30b3\u30f3\u30c8\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics \u306e\u6d3b\u7528\u4e8b\u4f8b<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u3001\u56fd\u5185\u5916\u306e\u591a\u69d8\u306a\u696d\u7a2e\u30fb\u898f\u6a21\u306e\u4f01\u696d\u3067\u5c0e\u5165\u5b9f\u7e3e\u3092\u7a4d\u307f\u91cd\u306d\u3066\u3044\u307e\u3059\u3002\u5b9f\u969b\u306e\u6d3b\u7528\u4e8b\u4f8b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u81ea\u793e\u306b\u304a\u3051\u308b\u6d3b\u7528\u30a4\u30e1\u30fc\u30b8\u3092\u3088\u308a\u5177\u4f53\u7684\u306b\u63cf\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u51fa\u7248\u696d\uff1a\u682a\u5f0f\u4f1a\u793e\u96c6\u82f1\u793e\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u69cb\u7bc9<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u682a\u5f0f\u4f1a\u793e\u96c6\u82f1\u793e\u306f\u3001\u7d19\u5a92\u4f53\u306e\u51fa\u7248\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30b8\u30bf\u30eb\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u6d77\u5916\u5e02\u5834\u306b\u304a\u3051\u308b\u58f2\u308a\u4e0a\u3052\u30c7\u30fc\u30bf\u306e\u30b5\u30a4\u30ed\u5316\u304c\u8ab2\u984c\u3068\u306a\u3063\u3066\u3044\u307e\u3057\u305f\u3002\u5404\u90e8\u9580\u306b\u5206\u6563\u3057\u305f\u8ca9\u58f2\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u30fb\u7ba1\u7406\u30fb\u5206\u6790\u3059\u308b\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u3092\u3001Azure Synapse Analytics\u3068Power BI\u3092\u6d3b\u7528\u3057\u30662021\u5e744\u6708\u304b\u3089\u69cb\u7bc9\u3057\u30012022\u5e744\u6708\u3088\u308a\u672c\u683c\u904b\u7528\u3092\u958b\u59cb\u3057\u307e\u3057\u305f\u3002\u73fe\u5728\u3067\u306f\u30b3\u30df\u30c3\u30af\u7cfb\u306e\u7de8\u96c6\u90e8\u3084\u55b6\u696d\u95a2\u9023\u90e8\u7f72\u306e\u62c5\u5f53\u8005\u7d04500\u540d\u304c\u3001Power BI\u3067\u4f5c\u6210\u3057\u305f\u5b9a\u578b\u30ec\u30dd\u30fc\u30c8\u3092\u901a\u3058\u3066\u3001\u4f5c\u54c1\u3054\u3068\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u95b2\u89a7\u30fb\u51fa\u529b\u3067\u304d\u308b\u74b0\u5883\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002\u540c\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001\u6563\u5728\u3059\u308b\u30c7\u30fc\u30bf\u3092Azure Synapse Analytics\u306b\u96c6\u7d04\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306f\u624b\u4f5c\u696d\u3067\u96c6\u3081\u3066\u3044\u305f\u30c7\u30fc\u30bf\u3092\u81ea\u52d5\u5316\u3057\u3001\u610f\u601d\u6c7a\u5b9a\u306e\u30b9\u30d4\u30fc\u30c9\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u305f\u6210\u529f\u4e8b\u4f8b\u3068\u3057\u3066\u8a55\u4fa1\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u88fd\u9020\u30fb\u5c0f\u58f2\u30fb\u91d1\u878d\u306a\u3069\u591a\u696d\u7a2e\u3067\u306e\u6d3b\u7528<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u88fd\u9020\u696d\u3067\u306f\u3001IoT\u30bb\u30f3\u30b5\u30fc\u304b\u3089\u53ce\u96c6\u3057\u305f\u751f\u7523\u30e9\u30a4\u30f3\u306e\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u5206\u6790\u3057\u3001\u8a2d\u5099\u306e\u4e88\u77e5\u4fdd\u5168\u3084\u54c1\u8cea\u7ba1\u7406\u306e\u7cbe\u5ea6\u5411\u4e0a\u306b\u6d3b\u7528\u3057\u3066\u3044\u308b\u30b1\u30fc\u30b9\u304c\u5897\u3048\u3066\u3044\u307e\u3059\u3002\u5de5\u5834\u5185\u306e\u6570\u4e07\u70b9\u306b\u306e\u307c\u308b\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u3092\u3001Azure IoT Hub\u304b\u3089Synapse Analytics\u306b\u53d6\u308a\u8fbc\u307f\u3001Apache Spark\u3092\u7528\u3044\u305f\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u3067\u7570\u5e38\u691c\u77e5\u3092\u5b9f\u65bd\u3059\u308b\u3053\u3068\u3067\u3001\u8a2d\u5099\u505c\u6b62\u306b\u3088\u308b\u30ed\u30b9\u3092\u5927\u5e45\u306b\u524a\u6e1b\u3057\u3066\u3044\u308b\u4f01\u696d\u3082\u3042\u308a\u307e\u3059\u3002\u5c0f\u58f2\u696d\u3067\u306f\u3001\u30aa\u30f3\u30e9\u30a4\u30f3\u3068\u5b9f\u5e97\u8217\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u3001\u5728\u5eab\u30c7\u30fc\u30bf\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u9700\u8981\u4e88\u6e2c\u306e\u7cbe\u5ea6\u5411\u4e0a\u3084\u6700\u9069\u306a\u5546\u54c1\u914d\u7f6e\u306e\u5b9f\u73fe\u306b\u3064\u306a\u3052\u3066\u3044\u307e\u3059\u3002\u91d1\u878d\u696d\u3067\u306f\u3001\u8907\u6570\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u5206\u6563\u3057\u3066\u3044\u305f\u53d6\u5f15\u30c7\u30fc\u30bf\u3092Synapse\u306b\u96c6\u7d04\u3057\u3001\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u30ec\u30dd\u30fc\u30c8\u306e\u4f5c\u6210\u3092\u81ea\u52d5\u5316\u3059\u308b\u3068\u3068\u3082\u306b\u3001\u4e0d\u6b63\u691c\u77e5\u30e2\u30c7\u30eb\u306e\u7cbe\u5ea6\u5411\u4e0a\u3092\u5b9f\u73fe\u3057\u3066\u3044\u308b\u4e8b\u4f8b\u304c\u3042\u308a\u307e\u3059\u3002\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u3067\u3082\u3001\u96fb\u5b50\u30ab\u30eb\u30c6\u30c7\u30fc\u30bf\u3084\u533b\u7642\u6a5f\u5668\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u5206\u6790\u3057\u3066\u3001\u8a3a\u7642\u306e\u8cea\u306e\u5411\u4e0a\u3084\u75c5\u9662\u7d4c\u55b6\u306e\u52b9\u7387\u5316\u306b\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics\u5c0e\u5165\u6642\u306e\u6ce8\u610f\u70b9\u3068\u5bfe\u7b56<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u975e\u5e38\u306b\u5f37\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u304c\u3001\u5c0e\u5165\u6642\u306b\u306f\u3044\u304f\u3064\u304b\u306e\u843d\u3068\u3057\u7a74\u304c\u5b58\u5728\u3057\u307e\u3059\u3002\u4e8b\u524d\u306b\u6ce8\u610f\u70b9\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u3067\u3001\u30b9\u30e0\u30fc\u30ba\u306a\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u63a8\u9032\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u8907\u96d1\u3055<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u8907\u6570\u306e\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304c\u72ec\u7acb\u3057\u3066\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u3001\u9069\u5207\u306a\u30b3\u30b9\u30c8\u7ba1\u7406\u3092\u884c\u308f\u306a\u3044\u3068\u60f3\u5b9a\u5916\u306e\u8cbb\u7528\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u7279\u306b\u6ce8\u610f\u304c\u5fc5\u8981\u306a\u306e\u306f\u3001\u5c02\u7528SQL\u30d7\u30fc\u30eb\u3092\u4f7f\u7528\u3057\u306a\u3044\u6642\u9593\u5e2f\u306b\u4e00\u6642\u505c\u6b62\u306e\u8a2d\u5b9a\u3092\u5fd8\u308c\u305f\u5834\u5408\u3067\u3059\u3002DWU\u6570\u00d7\u7a3c\u50cd\u6642\u9593\u3067\u8ab2\u91d1\u3055\u308c\u308b\u305f\u3081\u300124\u6642\u9593365\u65e5\u7a3c\u50cd\u3055\u305b\u308b\u3068\u6708\u984d\u6570\u5341\u4e07\u5186\u4ee5\u4e0a\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u8ee2\u9001\u91cf\u304c\u591a\u3044\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u983b\u7e41\u306b\u5b9f\u884c\u3059\u308b\u3068\u3001Synapse Pipelines\u306e\u30b3\u30b9\u30c8\u304c\u7a4d\u307f\u4e0a\u304c\u308a\u307e\u3059\u3002\u5bfe\u7b56\u3068\u3057\u3066\u306f\u3001Azure Cost Management\u3067Budget\u30a2\u30e9\u30fc\u30c8\u3092\u8a2d\u5b9a\u3057\u3001\u65e5\u6b21\u30fb\u6708\u6b21\u3067\u30b3\u30b9\u30c8\u3092\u76e3\u8996\u3059\u308b\u7fd2\u6163\u3092\u3064\u3051\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u307e\u305f\u3001\u672c\u756a\u74b0\u5883\u306b\u79fb\u884c\u3059\u308b\u524d\u306b\u3001\u6599\u91d1\u8a08\u7b97\u30c4\u30fc\u30eb\uff08Azure\u306e\u6599\u91d1\u8a08\u7b97\u30c4\u30fc\u30eb\uff09\u3092\u4f7f\u3063\u3066\u6708\u6b21\u30b3\u30b9\u30c8\u306e\u8a66\u7b97\u3092\u884c\u3044\u3001\u60f3\u5b9a\u30b3\u30b9\u30c8\u3092\u4e8b\u524d\u306b\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u63a8\u5968\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u5c02\u9580\u77e5\u8b58\u30fb\u30b9\u30ad\u30eb\u30bb\u30c3\u30c8\u306e\u78ba\u4fdd<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u3092\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001SQL\u3084Python\u30fbScala\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u3001\u30af\u30e9\u30a6\u30c9\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u77e5\u8b58\u3001\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306e\u7d4c\u9a13\u304c\u5fc5\u8981\u3067\u3059\u3002\u7279\u306bApache Spark\u3092\u4f7f\u3063\u305f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u51e6\u7406\u3084MLOps\uff08\u6a5f\u68b0\u5b66\u7fd2\u306e\u904b\u7528\uff09\u306b\u53d6\u308a\u7d44\u3080\u5834\u5408\u306f\u3001\u9ad8\u5ea6\u306a\u5c02\u9580\u77e5\u8b58\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u793e\u5185\u306b\u3053\u308c\u3089\u306e\u30b9\u30ad\u30eb\u3092\u6301\u3064\u4eba\u6750\u304c\u4e0d\u8db3\u3057\u3066\u3044\u308b\u5834\u5408\u306f\u3001\u5916\u90e8\u306e\u5c02\u9580\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u652f\u63f4\u3092\u4f9d\u983c\u3059\u308b\u3053\u3068\u3092\u691c\u8a0e\u3059\u3079\u304d\u3067\u3059\u3002\u307e\u305f\u3001Microsoft Learn\u4e0a\u306b\u306f\u5145\u5b9f\u3057\u305f\u7121\u6599\u306e\u5b66\u7fd2\u30b3\u30f3\u30c6\u30f3\u30c4\u304c\u63d0\u4f9b\u3055\u308c\u3066\u304a\u308a\u3001Azure Synapse Analytics\u95a2\u9023\u306e\u8a8d\u5b9a\u8cc7\u683c\uff08DP-203: Azure\u4e0a\u306e\u30c7\u30fc\u30bf\u30a8\u30f3\u30b8\u30cb\u30a2\u30ea\u30f3\u30b0\u306a\u3069\uff09\u306e\u53d6\u5f97\u3092\u793e\u5185\u30a8\u30f3\u30b8\u30cb\u30a2\u306b\u5968\u52b1\u3059\u308b\u3053\u3068\u3082\u4eba\u6750\u80b2\u6210\u306e\u89b3\u70b9\u304b\u3089\u6709\u52b9\u3067\u3059\u3002\u5c0e\u5165\u652f\u63f4\u4f1a\u793e\u306e\u9078\u3073\u65b9\u306b\u3064\u3044\u3066\u306fAzure Synapse Analytics\u5c0e\u5165\u4f1a\u793e\u6bd4\u8f03<\/a>\u3092\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30ac\u30d0\u30ca\u30f3\u30b9\u306e\u8a2d\u8a08<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u4f01\u696d\u306e\u91cd\u8981\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u3057\u3066\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u8a08\u306f\u6700\u512a\u5148\u4e8b\u9805\u306e\u4e00\u3064\u3067\u3059\u3002Azure Synapse Analytics\u3067\u306f\u3001Azure Active Directory\u306b\u3088\u308bRBAC\uff08\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\uff09\u3001\u30ab\u30e9\u30e0\u30ec\u30d9\u30eb\u30fb\u884c\u30ec\u30d9\u30eb\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u8a2d\u5b9a\u3001\u30c7\u30fc\u30bf\u306e\u6697\u53f7\u5316\uff08\u4fdd\u5b58\u6642\u30fb\u8ee2\u9001\u6642\uff09\u3001\u30de\u30cd\u30fc\u30b8\u30c9\u30d7\u30e9\u30a4\u30d9\u30fc\u30c8\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306b\u3088\u308b\u9589\u57df\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u901a\u4fe1\u306a\u3069\u3001\u591a\u5c64\u9632\u5fa1\u306e\u4ed5\u7d44\u307f\u304c\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5c0e\u5165\u6642\u306b\u306f\u3001\u6700\u5c0f\u6a29\u9650\u306e\u539f\u5247\u306b\u57fa\u3065\u3044\u3066\u30e6\u30fc\u30b6\u30fc\u3054\u3068\u306e\u30a2\u30af\u30bb\u30b9\u6a29\u9650\u3092\u7d30\u304b\u304f\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u7279\u306b\u3001\u500b\u4eba\u60c5\u5831\u3084\u6a5f\u5bc6\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306f\u3001\u52d5\u7684\u30c7\u30fc\u30bf\u30de\u30b9\u30ad\u30f3\u30b0\u6a5f\u80fd\u3092\u6d3b\u7528\u3057\u3066\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3059\u308b\u3053\u3068\u3092\u63a8\u5968\u3057\u307e\u3059\u3002\u307e\u305f\u3001Azure Policy\u3092\u4f7f\u3063\u3066\u30ac\u30d0\u30ca\u30f3\u30b9\u30eb\u30fc\u30eb\u3092\u81ea\u52d5\u7684\u306b\u5f37\u5236\u3059\u308b\u4ed5\u7d44\u307f\u3092\u8a2d\u3051\u308b\u3053\u3068\u3067\u3001\u8a2d\u5b9a\u30df\u30b9\u306b\u3088\u308b\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30a4\u30f3\u30b7\u30c7\u30f3\u30c8\u306e\u30ea\u30b9\u30af\u3092\u4f4e\u6e1b\u3067\u304d\u307e\u3059\u3002\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\uff08GDPR\u30fb\u500b\u4eba\u60c5\u5831\u4fdd\u8b77\u6cd5\u306a\u3069\uff09\u3078\u306e\u5bfe\u5fdc\u306b\u3064\u3044\u3066\u3082\u3001\u5c0e\u5165\u8a2d\u8a08\u306e\u6bb5\u968e\u304b\u3089\u8003\u616e\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n\n\n\n

\nAzure Synapse Analytics\u5c0e\u5165\u3092\u5916\u6ce8\u30fb\u767a\u6ce8\u3059\u308b\u30dd\u30a4\u30f3\u30c8<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u5c0e\u5165\u3092\u5916\u90e8\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u59d4\u8a17\u3059\u308b\u5834\u5408\u3001\u9069\u5207\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u9078\u3073\u304c\u6210\u529f\u306e\u9375\u3092\u63e1\u308a\u307e\u3059\u3002\u5916\u6ce8\u30fb\u767a\u6ce8\u306e\u5177\u4f53\u7684\u306a\u9032\u3081\u65b9\u306b\u3064\u3044\u3066\u306fAzure Synapse Analytics\u5c0e\u5165\u306e\u767a\u6ce8\u65b9\u6cd5<\/a>\u3067\u8a73\u3057\u304f\u89e3\u8aac\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u3053\u3067\u306f\u3001\u767a\u6ce8\u524d\u306b\u78ba\u8a8d\u3059\u3079\u304d\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3092\u6574\u7406\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\n

\u30d1\u30fc\u30c8\u30ca\u30fc\u9078\u5b9a\u306e\u57fa\u6e96\u3068\u78ba\u8a8d\u4e8b\u9805<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306e\u5c0e\u5165\u652f\u63f4\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u9078\u5b9a\u3059\u308b\u969b\u306f\u3001\u307e\u305aMicrosoft\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u8a8d\u5b9a\uff08Microsoft Certified Partner\uff09\u306e\u6709\u7121\u3092\u78ba\u8a8d\u3059\u308b\u3053\u3068\u304c\u57fa\u672c\u3067\u3059\u3002\u7279\u306b\u300cAzure Expert MSP\u300d\u3084\u300cData & AI\u300d\u9818\u57df\u306e\u5c02\u9580\u8a8d\u5b9a\u3092\u6301\u3064\u30d1\u30fc\u30c8\u30ca\u30fc\u306f\u3001Azure Synapse Analytics\u306b\u95a2\u3059\u308b\u6df1\u3044\u6280\u8853\u529b\u3068\u5b9f\u7e3e\u304c\u8a3c\u660e\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u6b21\u306b\u3001\u985e\u4f3c\u696d\u7a2e\u30fb\u985e\u4f3c\u898f\u6a21\u3067\u306e\u5c0e\u5165\u5b9f\u7e3e\u3092\u78ba\u8a8d\u3057\u307e\u3059\u3002\u88fd\u9020\u696d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u57fa\u76e4\u69cb\u7bc9\u3068\u91d1\u878d\u696d\u306e\u5b9f\u7e3e\u3067\u306f\u6c42\u3081\u3089\u308c\u308b\u30ce\u30a6\u30cf\u30a6\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u81ea\u793e\u306e\u696d\u7a2e\u30fb\u898f\u6a21\u306b\u8fd1\u3044\u4e8b\u4f8b\u3092\u6301\u3064\u30d1\u30fc\u30c8\u30ca\u30fc\u3092\u512a\u5148\u3059\u308b\u3053\u3068\u304c\u8ce2\u660e\u3067\u3059\u3002\u307e\u305f\u3001\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u4fdd\u5b88\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u5bfe\u5fdc\u3067\u304d\u308b\u304b\u3001\u305d\u308c\u3068\u3082\u69cb\u7bc9\u3060\u3051\u5bfe\u5fdc\u3057\u3066\u305d\u306e\u5f8c\u306f\u81ea\u793e\u7ba1\u7406\u306b\u306a\u308b\u304b\u3082\u91cd\u8981\u306a\u78ba\u8a8d\u4e8b\u9805\u3067\u3059\u3002\u5c0e\u5165\u5f8c\u306e\u904b\u7528\u30fb\u4fdd\u5b88\u30b5\u30dd\u30fc\u30c8\u306e\u4f53\u5236\uff08SLA\u30fb\u30b5\u30dd\u30fc\u30c8\u6642\u9593\u30fb\u62c5\u5f53\u8005\u306e\u7d99\u7d9a\u6027\uff09\u3082\u9577\u671f\u7684\u306a\u89b3\u70b9\u304b\u3089\u5fc5\u305a\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n

\u898b\u7a4d\u3082\u308a\u30fb\u63d0\u6848\u4f9d\u983c\u66f8\uff08RFP\uff09\u4f5c\u6210\u306e\u30dd\u30a4\u30f3\u30c8<\/strong><\/strong><\/strong><\/h3>\n<\/div>\n\n\n\n

\u30d1\u30fc\u30c8\u30ca\u30fc\u3078\u306e\u767a\u6ce8\u3092\u9032\u3081\u308b\u969b\u306f\u3001\u7cbe\u5ea6\u306e\u9ad8\u3044\u63d0\u6848\u3068\u898b\u7a4d\u3082\u308a\u3092\u5f97\u308b\u305f\u3081\u306b\u3001RFP\uff08\u63d0\u6848\u4f9d\u983c\u66f8\uff09\u306e\u8cea\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002RFP\u306b\u8a18\u8f09\u3059\u3079\u304d\u4e3b\u306a\u5185\u5bb9\u3068\u3057\u3066\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u76ee\u7684\u3068\u30b4\u30fc\u30eb\uff08\u30d3\u30b8\u30cd\u30b9\u8ab2\u984c\u3068\u89e3\u6c7a\u3057\u305f\u3044\u5185\u5bb9\uff09\u3001\u73fe\u72b6\u306e\u30c7\u30fc\u30bf\u74b0\u5883\uff08\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u306e\u7a2e\u985e\u30fb\u91cf\u30fb\u5f62\u5f0f\uff09\u3001\u30b9\u30b1\u30b8\u30e5\u30fc\u30eb\u3068\u4e88\u7b97\u306e\u76ee\u5b89\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u8981\u4ef6\u3001\u6c42\u3081\u308b\u30b5\u30fc\u30d3\u30b9\u7bc4\u56f2\uff08\u30b3\u30f3\u30b5\u30eb\u306e\u307f\u30fb\u8a2d\u8a08\u306e\u307f\u30fb\u69cb\u7bc9\u307e\u3067\u30fb\u904b\u7528\u4fdd\u5b88\u307e\u3067\uff09\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002RFP\u3092\u8907\u6570\u306e\u30d1\u30fc\u30c8\u30ca\u30fc\u306b\u63d0\u793a\u3057\u3066\u76f8\u898b\u7a4d\u3082\u308a\u3092\u53d6\u308b\u3053\u3068\u3067\u3001\u4fa1\u683c\u3068\u63d0\u6848\u5185\u5bb9\u3092\u6bd4\u8f03\u30fb\u691c\u8a0e\u3067\u304d\u307e\u3059\u3002\u63d0\u6848\u5185\u5bb9\u3092\u8a55\u4fa1\u3059\u308b\u969b\u306f\u3001\u5358\u7d14\u306b\u4fa1\u683c\u306e\u5b89\u3055\u3060\u3051\u3067\u306a\u304f\u3001\u63d0\u6848\u3055\u308c\u305f\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u306e\u59a5\u5f53\u6027\u3001\u30c1\u30fc\u30e0\u306e\u30b9\u30ad\u30eb\u30fb\u7d4c\u9a13\u3001\u30b3\u30df\u30e5\u30cb\u30b1\u30fc\u30b7\u30e7\u30f3\u65b9\u91dd\u3001\u30ea\u30b9\u30af\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306e\u8003\u3048\u65b9\u306a\u3069\u3082\u7dcf\u5408\u7684\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002\u5916\u6ce8\u5148\u306e\u9078\u3073\u65b9\u306b\u3064\u3044\u3066\u3055\u3089\u306b\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001Azure Synapse Analytics\u5c0e\u5165\u4f1a\u793e\u306e\u6bd4\u8f03\u8a18\u4e8b<\/a>\u3082\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n

\n\u307e\u3068\u3081\uff1aAzure Synapse Analytics\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b<\/strong>\n<\/h2>\n\n\n\n
\n
\n
\"Azure<\/figure>\n<\/div>\n<\/div>\n\n\n\n

Azure Synapse Analytics\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3068\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u3092\u7d71\u5408\u3057\u305f\u5f37\u529b\u306a\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3042\u308a\u3001\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u80fd\u529b\u3001Microsoft\u30a8\u30b3\u30b7\u30b9\u30c6\u30e0\u3068\u306e\u30b7\u30fc\u30e0\u30ec\u30b9\u306a\u9023\u643a\u3001\u67d4\u8edf\u306a\u30b3\u30b9\u30c8\u4f53\u7cfb\u306a\u3069\u3001\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u96c6\u82f1\u793e\u306e\u3088\u3046\u306b\u7d04500\u540d\u306e\u696d\u52d9\u30e6\u30fc\u30b6\u30fc\u304c\u65e5\u5e38\u7684\u306b\u30c7\u30fc\u30bf\u6d3b\u7528\u3067\u304d\u308b\u74b0\u5883\u3092\u69cb\u7bc9\u3057\u305f\u4e8b\u4f8b\u306b\u4ee3\u8868\u3055\u308c\u308b\u3088\u3046\u306b\u3001\u6b63\u3057\u304f\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u7d44\u7e54\u5168\u4f53\u306e\u30c7\u30fc\u30bf\u30c9\u30ea\u30d6\u30f3\u7d4c\u55b6\u3092\u52a0\u901f\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u5c0e\u5165\u3092\u6210\u529f\u3055\u305b\u308b\u305f\u3081\u306b\u306f\u3001\u8981\u4ef6\u5b9a\u7fa9\u30d5\u30a7\u30fc\u30ba\u3067\u306e\u5fb9\u5e95\u7684\u306a\u74b0\u5883\u8a55\u4fa1\u3001\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u9069\u5207\u306a\u9078\u629e\u3068\u8a2d\u8a08\u3001\u30b3\u30b9\u30c8\u7ba1\u7406\u306e\u4ed5\u7d44\u307f\u5316\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30fb\u30ac\u30d0\u30ca\u30f3\u30b9\u8a2d\u8a08\u306e\u5148\u884c\u5b9f\u65bd\u3001\u305d\u3057\u3066\u9069\u5207\u306a\u30d1\u30fc\u30c8\u30ca\u30fc\u9078\u5b9a\u304c\u91cd\u8981\u306a\u30dd\u30a4\u30f3\u30c8\u3067\u3059\u3002\u5c0e\u5165\u306e\u9032\u3081\u65b9\u30fb\u8cbb\u7528\u30fb\u767a\u6ce8\u65b9\u6cd5\u306b\u3064\u3044\u3066\u3001\u3088\u308a\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001\u95a2\u9023\u3059\u308b\u5b50\u8a18\u4e8b\uff08\u9032\u3081\u65b9<\/a>\u30fb\u8cbb\u7528<\/a>\u30fb\u4f1a\u793e\u6bd4\u8f03<\/a>\u30fb\u767a\u6ce8\u65b9\u6cd5<\/a>\uff09\u3082\u3042\u308f\u305b\u3066\u3054\u53c2\u7167\u304f\u3060\u3055\u3044\u3002Azure Synapse Analytics\u306e\u5c0e\u5165\u306b\u95a2\u3057\u3066\u4e0d\u660e\u306a\u70b9\u3084\u3054\u76f8\u8ac7\u304c\u3042\u308b\u5834\u5408\u306f\u3001\u305c\u3072ripla\u3078\u304a\u554f\u3044\u5408\u308f\u305b\u304f\u3060\u3055\u3044\u3002\u30b3\u30f3\u30b5\u30eb\u30c6\u30a3\u30f3\u30b0\u304b\u3089\u8a2d\u8a08\u30fb\u69cb\u7bc9\u30fb\u904b\u7528\u4fdd\u5b88\u307e\u3067\u4e00\u6c17\u901a\u8cab\u3067\u3054\u652f\u63f4\u3044\u305f\u3057\u307e\u3059\u3002<\/p>\n\n\n\n

\u25bc\u95a2\u9023\u8a18\u4e8b\u4e00\u89a7\uff08\u518d\u63b2\uff09<\/p>\n\n\n\n

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

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\u30fb\u304a\u554f\u5408\u305b\u30da\u30fc\u30b8\u306eURL\u306f\u3053\u3061\u3089 >>><\/a>
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\"\"<\/a><\/figure>\n\n\n
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\n \u57f7\u7b46\u8005\u30d7\u30ed\u30d5\u30a3\u30fc\u30eb\n <\/div>\n
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