{"id":5816,"date":"2024-12-13T18:18:06","date_gmt":"2024-12-13T09:18:06","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=5816"},"modified":"2026-10-30T11:27:01","modified_gmt":"2026-10-30T02:27:01","slug":"datavault2-0_glossary","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/datavault2-0_glossary\/","title":{"rendered":"\u30c7\u30fc\u30bf\u30dc\u30eb\u30c82.0\u3068\u306f\uff1f\u57fa\u672c\u6982\u5ff5\u304b\u3089\u5fdc\u7528\u307e\u3067\u5fb9\u5e95\u89e3\u8aac"},"content":{"rendered":"\n<p>Data Vault 2.0\uff08\u30c7\u30fc\u30bf\u30dc\u30eb\u30c82.0\uff09\u3068\u306f\u4f55\u304b\u3092\u521d\u5fc3\u8005\u5411\u3051\u306b\u89e3\u8aac\u3002Hub\u30fbLink\u30fbSatellite\u306e\u57fa\u672c\u69cb\u9020\u304b\u3089\u3001ETL\u30fbELT\u3001\u30af\u30e9\u30a6\u30c9DWH\u3001AI\u9023\u643a\u3001Data Vault 2.1\u306e\u6700\u65b0\u52d5\u5411\u307e\u3067\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3084\u91d1\u878d\u3001\u88fd\u9020\u3001\u5c0f\u58f2\u306a\u3069\u306e\u6d3b\u7528\u5206\u91ce\u3092\u7406\u89e3\u3057\u3001\u67d4\u8edf\u3067\u62e1\u5f35\u6027\u306e\u9ad8\u3044\u30c7\u30fc\u30bf\u57fa\u76e4\u3092\u69cb\u7bc9\u3059\u308b\u305f\u3081\u306e\u30dd\u30a4\u30f3\u30c8\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n\n\n<h2>\u306f\u3058\u3081\u306b<\/h2>\n<p>\u4f01\u696d\u304c\u6271\u3046\u30c7\u30fc\u30bf\u306f\u3001\u30af\u30e9\u30a6\u30c9\u30b5\u30fc\u30d3\u30b9\u3084IoT\u3001\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u306e\u666e\u53ca\u306b\u3088\u3063\u3066\u6025\u901f\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u305d\u308c\u306b\u4f34\u3044\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08DWH\uff09\u306b\u306f\u3001\u7570\u306a\u308b\u30b7\u30b9\u30c6\u30e0\u306e\u30c7\u30fc\u30bf\u3092\u7d71\u5408\u3057\u3001\u5909\u66f4\u5c65\u6b74\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u67d4\u8edf\u306b\u5206\u6790\u3067\u304d\u308b\u4ed5\u7d44\u307f\u304c\u6c42\u3081\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3053\u3046\u3057\u305f\u8ab2\u984c\u306b\u5bfe\u5fdc\u3059\u308b\u624b\u6cd5\u306e\u4e00\u3064\u304c\u3001**Data Vault 2.0\uff08\u30c7\u30fc\u30bf\u30dc\u30eb\u30c82.0\uff09**\u3067\u3059\u3002<\/p>\n<p>Data Vault 2.0\u306f\u3001\u30c7\u30fc\u30bf\u306e\u8b58\u5225\u60c5\u5831\u3001\u95a2\u4fc2\u6027\u3001\u5c5e\u6027\u60c5\u5831\u3092\u5206\u96e2\u3057\u3066\u7ba1\u7406\u3059\u308b\u30e2\u30c7\u30ea\u30f3\u30b0\u624b\u6cd5\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\u3084\u696d\u52d9\u8981\u4ef6\u306e\u5909\u66f4\u306b\u5bfe\u5fdc\u3057\u3084\u3059\u304f\u3001\u76e3\u67fb\u6027\u3084\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\u306b\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u8fd1\u5e74\u306fSnowflake\u3084Databricks\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u57fa\u76e4\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3001AI\u30fb\u6a5f\u68b0\u5b66\u7fd2\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3082\u9032\u3093\u3067\u3044\u307e\u3059\u3002\u672c\u8a18\u4e8b\u3067\u306f\u3001\u57fa\u672c\u69cb\u9020\u304b\u3089\u5b9f\u8df5\u7684\u306a\u6d3b\u7528\u65b9\u6cd5\u3001\u6700\u65b0\u52d5\u5411\u307e\u3067\u3092\u89e3\u8aac\u3057\u307e\u3059\u3002<\/p>\n<h2>\u57fa\u672c\u6982\u5ff5<\/h2>\n<p><b>\u30c7\u30fc\u30bf\u30dc\u30eb\u30c82.0\u3068\u306f\uff1f<\/b><\/p>\n<p>Data Vault 2.0\u306f\u3001\u4f01\u696d\u5185\u5916\u306e\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3092\u7d71\u5408\u3057\u3001\u9577\u671f\u7684\u306b\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u8a2d\u8a08\u624b\u6cd5\u3067\u3059\u3002Dan Linstedt\u6c0f\u304c\u63d0\u5531\u3057\u305fData Vault\u3092\u767a\u5c55\u3055\u305b\u305f\u3082\u306e\u3067\u30012013\u5e74\u306b\u65b9\u6cd5\u8ad6\u3068\u3057\u3066\u4f53\u7cfb\u5316\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u6700\u5927\u306e\u7279\u5fb4\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6b21\u306e3\u3064\u306e\u4e3b\u8981\u8981\u7d20\u306b\u5206\u3051\u3066\u7ba1\u7406\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>Hub\uff08\u30cf\u30d6\uff09\uff1a<\/strong> \u9867\u5ba2ID\u3084\u5546\u54c1ID\u306a\u3069\u3001\u4f01\u696d\u306b\u3068\u3063\u3066\u91cd\u8981\u306a\u30d3\u30b8\u30cd\u30b9\u30ad\u30fc\u3092\u7ba1\u7406\u3059\u308b\u3002<\/li>\n<li><strong>Link\uff08\u30ea\u30f3\u30af\uff09\uff1a<\/strong> \u9867\u5ba2\u3068\u5546\u54c1\u3001\u9867\u5ba2\u3068\u5951\u7d04\u306a\u3069\u3001Hub\u540c\u58eb\u306e\u95a2\u4fc2\u6027\u3092\u7ba1\u7406\u3059\u308b\u3002<\/li>\n<li><strong>Satellite\uff08\u30b5\u30c6\u30e9\u30a4\u30c8\uff09\uff1a<\/strong> \u9867\u5ba2\u540d\u3084\u4f4f\u6240\u3001\u5546\u54c1\u5c5e\u6027\u306a\u3069\u306e\u8a73\u7d30\u60c5\u5831\u3068\u3001\u305d\u306e\u5909\u66f4\u5c65\u6b74\u3092\u7ba1\u7406\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u3053\u306e\u69cb\u9020\u306b\u3088\u3063\u3066\u3001\u5143\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u3084\u65b0\u3057\u3044\u30b7\u30b9\u30c6\u30e0\u306e\u8ffd\u52a0\u304c\u767a\u751f\u3057\u3066\u3082\u3001\u65e2\u5b58\u30e2\u30c7\u30eb\u3078\u306e\u5f71\u97ff\u3092\u6291\u3048\u306a\u304c\u3089\u30c7\u30fc\u30bf\u3092\u62e1\u5f35\u3067\u304d\u307e\u3059\u3002<!-- notionvc: 6e20f7e5-cfa4-44f8-898d-7dfadfb573e7 --><\/p>\n<p><b>\u91cd\u8981\u6027<\/b><\/p>\n<p>Data Vault 2.0\u304c\u73fe\u5728\u3082\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531\u306f\u3001\u8907\u96d1\u5316\u3059\u308b\u4f01\u696d\u30c7\u30fc\u30bf\u3092\u7d99\u7d9a\u7684\u306b\u7d71\u5408\u30fb\u7ba1\u7406\u3067\u304d\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u3001\u8907\u6570\u306e\u696d\u52d9\u30b7\u30b9\u30c6\u30e0\u3092\u5229\u7528\u3059\u308b\u5927\u4f01\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u5f62\u5f0f\u3084\u7ba1\u7406\u30eb\u30fc\u30eb\u304c\u7570\u306a\u308b\u3053\u3068\u304c\u5c11\u306a\u304f\u3042\u308a\u307e\u305b\u3093\u3002Data Vault 2.0\u306f\u3001\u305d\u308c\u305e\u308c\u306e\u30c7\u30fc\u30bf\u3092\u5171\u901a\u306e\u30d3\u30b8\u30cd\u30b9\u30ad\u30fc\u3067\u7d50\u3073\u4ed8\u3051\u3001\u60c5\u5831\u306e\u51fa\u6240\u3084\u5909\u66f4\u5c65\u6b74\u3092\u8ffd\u8de1\u3067\u304d\u308b\u3088\u3046\u306b\u3057\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9DWH\u3084\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3068\u306e\u89aa\u548c\u6027\u3082\u9ad8\u304f\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u7d71\u5408\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u30c7\u30fc\u30bf\u30ac\u30d0\u30ca\u30f3\u30b9\u306a\u3069\u5e45\u5e83\u3044\u7528\u9014\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: 706f8b46-7db9-4d88-80dc-92490f36ae3b --><\/p>\n<h2>\u30d7\u30ed\u30bb\u30b9\u3068\u624b\u6cd5<\/h2>\n<p><b>\u30e2\u30c7\u30ea\u30f3\u30b0\u306e\u6d41\u308c<\/b><\/p>\n<ol><\/ol>\n<p>Data Vault 2.0\u3067\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u304b\u3089\u7d71\u5408\u3001\u5c65\u6b74\u7ba1\u7406\u307e\u3067\u3092\u6bb5\u968e\u7684\u306b\u8a2d\u8a08\u3057\u307e\u3059\u3002<\/p>\n<ol>\n<li><strong>Hub\uff1a<\/strong> \u9867\u5ba2ID\u3084\u5546\u54c1ID\u306a\u3069\u3001\u91cd\u8907\u3057\u306a\u3044\u30d3\u30b8\u30cd\u30b9\u30ad\u30fc\u3092\u767b\u9332\u3059\u308b\u3002<\/li>\n<li><strong>Link\uff1a<\/strong> Hub\u9593\u306e\u95a2\u4fc2\u6027\u3092\u8a18\u9332\u3057\u3001\u9867\u5ba2\u3068\u6ce8\u6587\u3001\u5546\u54c1\u3068\u8ca9\u58f2\u306a\u3069\u306e\u95a2\u9023\u3092\u8868\u73fe\u3059\u308b\u3002<\/li>\n<li><strong>Satellite\uff1a<\/strong> \u5404Hub\u3084Link\u306b\u95a2\u9023\u3059\u308b\u5c5e\u6027\u60c5\u5831\u3092\u4fdd\u6301\u3057\u3001\u5909\u66f4\u65e5\u6642\u3084\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3068\u3068\u3082\u306b\u5c65\u6b74\u3092\u84c4\u7a4d\u3059\u308b\u3002<\/li>\n<\/ol>\n<p>\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u4f4f\u6240\u304c\u5909\u66f4\u3055\u308c\u305f\u5834\u5408\u3001Hub\u306e\u9867\u5ba2ID\u306f\u7dad\u6301\u3057\u305f\u307e\u307e\u3001Satellite\u306b\u65b0\u3057\u3044\u4f4f\u6240\u3068\u767b\u9332\u65e5\u6642\u3092\u8ffd\u52a0\u3057\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u73fe\u5728\u306e\u4f4f\u6240\u3060\u3051\u3067\u306a\u304f\u904e\u53bb\u306e\u4f4f\u6240\u3082\u78ba\u8a8d\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u306e\u53d6\u308a\u8fbc\u307f\u306b\u306fETL\u3084ELT\u304c\u5229\u7528\u3055\u308c\u307e\u3059\u3002\u7279\u306b\u30af\u30e9\u30a6\u30c9\u74b0\u5883\u3067\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5148\u306b\u683c\u7d0d\u3057\u3066\u304b\u3089\u5909\u63db\u3059\u308bELT\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<p><!-- notionvc: fdc8a1b9-048e-4847-a322-555bc5382b9a --><\/p>\n<p><b>\u30cf\u30a4\u30d6\u30ea\u30c3\u30c9\u5316\u3068\u6700\u9069\u5316<\/b><\/p>\n<p>Data Vault 2.0\u3092\u52b9\u7387\u7684\u306b\u904b\u7528\u3059\u308b\u305f\u3081\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u6280\u8853\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>\u30cf\u30c3\u30b7\u30e5\u30ad\u30fc\u306b\u3088\u308b\u8b58\u5225\uff1a<\/strong> \u30d3\u30b8\u30cd\u30b9\u30ad\u30fc\u304b\u3089\u30cf\u30c3\u30b7\u30e5\u5024\u3092\u751f\u6210\u3057\u3001Hub\u3084Link\u306e\u8b58\u5225\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u306e\u7d50\u5408\u3084\u4e26\u5217\u51e6\u7406\u3092\u52b9\u7387\u5316\u3059\u308b\u3002<\/li>\n<li><strong>\u30e1\u30bf\u30c7\u30fc\u30bf\u99c6\u52d5\u578b\u306e\u81ea\u52d5\u5316\uff1a<\/strong> \u30c6\u30fc\u30d6\u30eb\u5b9a\u7fa9\u3084\u30de\u30c3\u30d4\u30f3\u30b0\u60c5\u5831\u3092\u30e1\u30bf\u30c7\u30fc\u30bf\u3068\u3057\u3066\u7ba1\u7406\u3057\u3001SQL\u3084\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u51e6\u7406\u3092\u81ea\u52d5\u751f\u6210\u3059\u308b\u3002\u958b\u767a\u306e\u6a19\u6e96\u5316\u3084\u4fdd\u5b88\u8ca0\u8377\u306e\u8efd\u6e1b\u306b\u3064\u306a\u304c\u308b\u3002<\/li>\n<li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u30fb\u30b9\u30c8\u30ea\u30fc\u30df\u30f3\u30b0\uff1a<\/strong> Kafka\u3084AWS Kinesis\u306a\u3069\u3092\u5229\u7528\u3057\u3001\u7d99\u7d9a\u7684\u306b\u767a\u751f\u3059\u308b\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3002\u30d0\u30c3\u30c1\u51e6\u7406\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u5206\u6790\u30c7\u30fc\u30bf\u306e\u9bae\u5ea6\u3092\u9ad8\u3081\u3089\u308c\u308b\u3002<\/li>\n<li><strong>\u30af\u30e9\u30a6\u30c9\u30fb\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u9023\u643a\uff1a<\/strong> \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3084\u30af\u30e9\u30a6\u30c9DWH\u3092\u6d3b\u7528\u3057\u3001\u5927\u91cf\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u5206\u6790\u3092\u67d4\u8edf\u306b\u62e1\u5f35\u3059\u308b\u3002<\/li>\n<\/ul>\n<p>\u3055\u3089\u306b\u3001Point-in-Time\uff08PIT\uff09\u30c6\u30fc\u30d6\u30eb\u3084Bridge\u30c6\u30fc\u30d6\u30eb\u3092\u5229\u7528\u3059\u308b\u3068\u3001\u8907\u96d1\u306a\u5c65\u6b74\u30c7\u30fc\u30bf\u306e\u53c2\u7167\u3084\u30af\u30a8\u30ea\u6027\u80fd\u306e\u6539\u5584\u306b\u3082\u5bfe\u5fdc\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><!-- notionvc: be85443a-598f-4b94-8111-09829225dbac --><\/p>\n<p><!-- notionvc: 8d3164df-1ffa-43da-9e3c-d537b6e081e3 --><\/p>\n<h2>\u5fdc\u7528\u5206\u91ce\u3068\u4e8b\u4f8b<\/h2>\n<p><b>\u91d1\u878d\u30fb\u4fdd\u967a\u696d\u754c<\/b><\/p>\n<ul>\n<li>\n<p>\u91d1\u878d\u30fb\u4fdd\u967a\u696d\u754c\u3067\u306f\u3001\u9867\u5ba2\u60c5\u5831\u3001\u5951\u7d04\u60c5\u5831\u3001\u53d6\u5f15\u5c65\u6b74\u306a\u3069\u3092\u8907\u6570\u30b7\u30b9\u30c6\u30e0\u304b\u3089\u7d71\u5408\u3059\u308b\u7528\u9014\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Data Vault 2.0\u3092\u5229\u7528\u3059\u308c\u3070\u3001\u5951\u7d04\u5185\u5bb9\u3084\u9867\u5ba2\u5c5e\u6027\u306e\u5909\u66f4\u5c65\u6b74\u3092\u4fdd\u6301\u3067\u304d\u308b\u305f\u3081\u3001\u76e3\u67fb\u3084\u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9\u5bfe\u5fdc\u3092\u652f\u63f4\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u4e0d\u6b63\u53d6\u5f15\u306e\u691c\u77e5\u3084\u30ea\u30b9\u30af\u5206\u6790\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u3092\u6a2a\u65ad\u7684\u306b\u7ba1\u7406\u3059\u308b\u57fa\u76e4\u3068\u3057\u3066\u3082\u6709\u52b9\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p><b>\u30ea\u30c6\u30fc\u30eb\u30fbe\u30b3\u30de\u30fc\u30b9<\/b><\/p>\n<ul>\n<li>\n<p>\u5c0f\u58f2\u30fbEC\u696d\u754c\u3067\u306f\u3001\u9867\u5ba2\u3001\u5546\u54c1\u3001\u6ce8\u6587\u3001\u5728\u5eab\u3001\u8ca9\u58f2\u5c65\u6b74\u306a\u3069\u3092\u7d71\u5408\u3059\u308b\u305f\u3081\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u5e97\u8217\u30c7\u30fc\u30bf\u3068EC\u30b5\u30a4\u30c8\u306e\u8cfc\u8cb7\u30c7\u30fc\u30bf\u3092\u5171\u901a\u306e\u9867\u5ba2ID\u306a\u3069\u3067\u95a2\u9023\u4ed8\u3051\u308c\u3070\u3001\u30c1\u30e3\u30cd\u30eb\u3092\u6a2a\u65ad\u3057\u305f\u8cfc\u8cb7\u5206\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u84c4\u7a4d\u3057\u305f\u5c65\u6b74\u30c7\u30fc\u30bf\u3092\u6a5f\u68b0\u5b66\u7fd2\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u9700\u8981\u4e88\u6e2c\u3084\u9867\u5ba2\u884c\u52d5\u5206\u6790\u306b\u3082\u3064\u306a\u3052\u3089\u308c\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p><b>\u88fd\u9020\u30fbIoT\u30c7\u30fc\u30bf\u7ba1\u7406<\/b><\/p>\n<ul>\n<li>\n<p>\u88fd\u9020\u696d\u3067\u306f\u3001\u88fd\u54c1\u60c5\u5831\u3001\u751f\u7523\u5b9f\u7e3e\u3001\u8a2d\u5099\u30c7\u30fc\u30bf\u3001\u30bb\u30f3\u30b5\u30fc\u60c5\u5831\u306a\u3069\u306e\u7d71\u5408\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8a2d\u5099\u306e\u7a3c\u50cd\u72b6\u6cc1\u3084\u6e29\u5ea6\u3001\u632f\u52d5\u306a\u3069\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308c\u3070\u3001\u7570\u5e38\u691c\u77e5\u3084\u4e88\u77e5\u4fdd\u5168\u306b\u5fc5\u8981\u306a\u5206\u6790\u74b0\u5883\u3092\u6574\u5099\u3067\u304d\u307e\u3059\u3002\u88fd\u9020\u30e9\u30a4\u30f3\u3084\u8a2d\u5099\u306e\u5909\u66f4\u5c65\u6b74\u3082\u8ffd\u8de1\u3067\u304d\u308b\u305f\u3081\u3001\u54c1\u8cea\u7ba1\u7406\u3084\u751f\u7523\u6027\u6539\u5584\u306b\u3082\u5f79\u7acb\u3061\u307e\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p><b>\u305d\u306e\u4ed6\uff1a\u30d8\u30eb\u30b9\u30b1\u30a2\u30fb\u901a\u4fe1\u306a\u3069<\/b><\/p>\n<ul>\n<li>\n<p>\u30d8\u30eb\u30b9\u30b1\u30a2\u5206\u91ce\u3067\u306f\u3001\u60a3\u8005\u60c5\u5831\u3001\u8a3a\u7642\u5c65\u6b74\u3001\u691c\u67fb\u7d50\u679c\u306a\u3069\u306e\u7d71\u5408\u7ba1\u7406\u306b\u6d3b\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u901a\u4fe1\u696d\u754c\u3067\u306f\u3001\u96fb\u8a71\u8a73\u7d30\u8a18\u9332\uff08CDR\uff09\u3084\u5951\u7d04\u60c5\u5831\u3001\u901a\u4fe1\u30ed\u30b0\u306a\u3069\u3092\u7d44\u307f\u5408\u308f\u305b\u3001\u4e0d\u6b63\u5229\u7528\u306e\u691c\u77e5\u3084\u30b5\u30fc\u30d3\u30b9\u54c1\u8cea\u306e\u5206\u6790\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u3044\u305a\u308c\u306e\u5206\u91ce\u3067\u3082\u3001\u30c7\u30fc\u30bf\u306e\u51fa\u6240\u3068\u5c65\u6b74\u3092\u8ffd\u8de1\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u5f37\u307f\u3067\u3059\u3002<\/p>\n<\/li>\n<\/ul>\n<p><!-- notionvc: 62e38a97-29f8-4383-aa88-8617facdca1a --><\/p>\n<h2>\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p><b>\u30e1\u30ea\u30c3\u30c8<\/b><\/p>\n<ul>\n<li><strong>\u9ad8\u3044\u62e1\u5f35\u6027\u30fb\u67d4\u8edf\u6027\uff1a<\/strong> Hub\u30fbLink\u30fbSatellite\u3092\u5206\u96e2\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u3057\u3044\u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3084\u5c5e\u6027\u306e\u8ffd\u52a0\u306b\u5bfe\u5fdc\u3057\u3084\u3059\u3044\u3002<\/li>\n<li><strong>\u76e3\u67fb\u6027\u30fb\u30c8\u30ec\u30fc\u30b5\u30d3\u30ea\u30c6\u30a3\uff1a<\/strong> \u30c7\u30fc\u30bf\u306e\u767b\u9332\u65e5\u6642\u3084\u53d6\u5f97\u5143\u3001\u5909\u66f4\u5c65\u6b74\u3092\u4fdd\u6301\u3067\u304d\u3001\u30c7\u30fc\u30bf\u306e\u8ffd\u8de1\u3084\u76e3\u67fb\u3092\u652f\u63f4\u3059\u308b\u3002<\/li>\n<li><strong>\u6bb5\u968e\u7684\u306a\u958b\u767a\uff1a<\/strong> \u30c7\u30fc\u30bf\u30bd\u30fc\u30b9\u3054\u3068\u306b\u30e2\u30c7\u30eb\u3092\u8ffd\u52a0\u3067\u304d\u308b\u305f\u3081\u3001\u5927\u898f\u6a21\u306aDWH\u3092\u6bb5\u968e\u7684\u306b\u69cb\u7bc9\u3067\u304d\u308b\u3002<\/li>\n<li><strong>ETL\u30fbELT\u306e\u81ea\u52d5\u5316\uff1a<\/strong> \u6a19\u6e96\u5316\u3055\u308c\u305f\u69cb\u9020\u3068\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u53d6\u308a\u8fbc\u307f\u3084\u5909\u63db\u51e6\u7406\u306e\u81ea\u52d5\u751f\u6210\u3092\u9032\u3081\u3084\u3059\u3044\u3002<\/li>\n<\/ul>\n<p><!-- notionvc: d400a78d-76d7-4283-b50c-52de98ec9f85 --><\/p>\n<p><b>\u30c7\u30e1\u30ea\u30c3\u30c8\u30fb\u8ab2\u984c<\/b><\/p>\n<ul>\n<li><strong>\u5c0e\u5165\u30fb\u8a2d\u8a08\u306e\u8907\u96d1\u3055\uff1a<\/strong> Hub\u30fbLink\u30fbSatellite\u306e\u9069\u5207\u306a\u8a2d\u8a08\u306b\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30ad\u30fc\u3084\u30c7\u30fc\u30bf\u7d71\u5408\u306b\u95a2\u3059\u308b\u77e5\u8b58\u304c\u5fc5\u8981\u3002<\/li>\n<li><strong>\u5b66\u7fd2\u30b3\u30b9\u30c8\uff1a<\/strong> \u5f93\u6765\u306e\u30b9\u30bf\u30fc\u30b9\u30ad\u30fc\u30de\u306a\u3069\u3068\u306f\u8a2d\u8a08\u601d\u60f3\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u958b\u767a\u8005\u3084\u904b\u7528\u62c5\u5f53\u8005\u3078\u306e\u6559\u80b2\u304c\u6b20\u304b\u305b\u306a\u3044\u3002<\/li>\n<li><strong>\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf\u306e\u5897\u52a0\uff1a<\/strong> \u5c65\u6b74\u3092\u7d99\u7d9a\u7684\u306b\u4fdd\u6301\u3059\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u91cf\u304c\u5897\u52a0\u3057\u3084\u3059\u3044\u3002<\/li>\n<li><strong>\u30af\u30a8\u30ea\u6027\u80fd\u306e\u8ab2\u984c\uff1a<\/strong> \u8907\u6570\u306eHub\u30fbLink\u30fbSatellite\u3092\u7d50\u5408\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u3001\u5206\u6790\u51e6\u7406\u304c\u8907\u96d1\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<p>\u305d\u306e\u305f\u3081\u3001\u5b9f\u969b\u306e\u5c0e\u5165\u3067\u306f\u3001Raw Vault\u306b\u30c7\u30fc\u30bf\u3092\u84c4\u7a4d\u3059\u308b\u3060\u3051\u3067\u306a\u304f\u3001Business Vault\u3084\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3092\u6574\u5099\u3057\u3001\u5229\u7528\u8005\u304c\u6271\u3044\u3084\u3059\u3044\u5206\u6790\u74b0\u5883\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p><!-- notionvc: 5d6c94bf-880d-4f69-a087-1a8e72673aec --><\/p>\n<p><!-- notionvc: dc2dde77-130b-4103-b732-a61fe8855fff --><\/p>\n<h2>\u6700\u65b0\u30c8\u30ec\u30f3\u30c9\uff06\u5c06\u6765\u5c55\u671b<\/h2>\n<p><b>\u30af\u30e9\u30a6\u30c9\uff06AI\u9023\u643a\u304c\u52a0\u901f<\/b><\/p>\n<p>Data Vault 2.0\u306f\u3001Snowflake\u3001Databricks\u3001Microsoft Fabric\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u57fa\u76e4\u3068\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u7d71\u5408\u57fa\u76e4\u3092\u69cb\u7bc9\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u7279\u306b\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3068\u306e\u7d44\u307f\u5408\u308f\u305b\u3067\u306f\u3001Raw\u30c7\u30fc\u30bf\u3092\u4fdd\u6301\u3057\u306a\u304c\u3089\u3001Data Vault\u306e\u69cb\u9020\u3067\u30c7\u30fc\u30bf\u3092\u6574\u7406\u3057\u3001\u305d\u306e\u5148\u306e\u5206\u6790\u7528\u30c7\u30fc\u30bf\u30de\u30fc\u30c8\u3078\u5c55\u958b\u3059\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u6ce8\u76ee\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u7ba1\u7406\u3084\u30c7\u30fc\u30bf\u30ea\u30cd\u30fc\u30b8\u3001\u30c7\u30fc\u30bf\u54c1\u8cea\u7ba1\u7406\u3092\u7d44\u307f\u5408\u308f\u305b\u308b\u3053\u3068\u3067\u3001AI\u6d3b\u7528\u306b\u5fc5\u8981\u306a\u30c7\u30fc\u30bf\u306e\u4fe1\u983c\u6027\u3084\u8ffd\u8de1\u53ef\u80fd\u6027\u3082\u9ad8\u3081\u3089\u308c\u307e\u3059\u3002<\/p>\n<p><b>AI\/ML\u306e\u771f\u4fa1\u767a\u63ee<\/b><\/p>\n<p>\u751f\u6210AI\u3084\u6a5f\u68b0\u5b66\u7fd2\u306e\u666e\u53ca\u306b\u3088\u308a\u3001Data 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Vault 2.1\u304c\u3042\u308a\u307e\u3059\u3002Data Vault 2.1\u3067\u306f\u3001\u5f93\u6765\u306e\u57fa\u672c\u69cb\u9020\u3092\u5f15\u304d\u7d99\u304e\u306a\u304c\u3089\u3001JSON\u306a\u3069\u306e\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3078\u306e\u5bfe\u5fdc\u3084\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30af\u30cf\u30a6\u30b9\u3001\u30e2\u30c0\u30f3\u306a\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306e\u6574\u5408\u6027\u3092\u610f\u8b58\u3057\u305f\u5185\u5bb9\u304c\u62e1\u5145\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u306a\u304a\u3001Data Vault 2.1\u306fHub\u30fbLink\u30fbSatellite\u3092\u5ec3\u6b62\u3059\u308b\u65b0\u65b9\u5f0f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001Data Vault 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