{"id":51714,"date":"2022-06-21T11:00:22","date_gmt":"2022-06-21T02:00:22","guid":{"rendered":"https:\/\/www.creationline.com\/?p=51714"},"modified":"2022-06-20T17:33:43","modified_gmt":"2022-06-20T08:33:43","slug":"%e6%97%a2%e5%ad%98%e3%81%ae%e3%83%87%e3%83%bc%e3%82%bf%e3%82%a2%e3%83%bc%e3%82%ad%e3%83%86%e3%82%af%e3%83%81%e3%83%a3%e3%81%8c%e3%82%a4%e3%83%8e%e3%83%99%e3%83%bc%e3%82%b7%e3%83%a7%e3%83%b3%e3%82%92","status":"publish","type":"post","link":"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/51714","title":{"rendered":"\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u963b\u3093\u3067\u3044\u308b10\u306e\u5146\u5019\uff1a\u30d1\u30fc\u30c84 #MongoDB #DataArchitecture #DIRT"},"content":{"rendered":"<\/p>\n<p>\u672c\u30d6\u30ed\u30b0\u306f\u3001MongoDB\u793e\u306e\u30d6\u30ed\u30b0\u30672022\u5e742\u670816\u65e5\u306b\u516c\u958b\u3055\u308c\u305f\u300c<a href=\"https:\/\/www.mongodb.com\/blog\/post\/10-signs-your-data-architecture-limiting-your-innovation-part-4\" rel=\"noopener\" target=\"_blank\">10 Signs Your Data Architecture is Limiting Your Innovation: Part 4<\/a>\u300d\u306e\u65e5\u672c\u8a9e\u7ffb\u8a33\u3067\u3059\u3002<\/p>\n<\/p>\n<hr>\n<\/p>\n<p>\u3053\u308c\u307e\u3067\u306e\u8a18\u4e8b\u306f\u3053\u3061\u3089\u3067\u3054\u89a7\u3044\u305f\u3060\u3051\u307e\u3059\uff1a<a href=\"\/lab\/51020\" rel=\"noopener\" target=\"_blank\">Part1<\/a>\u3001<a href=\"\/lab\/51213\" rel=\"noopener\" target=\"_blank\">Part2<\/a>\u3001<a href=\"\/?p=51447\" rel=\"noopener\" target=\"_blank\">Part3<\/a><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" src=\"\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/06\/img-1.png\" alt=\"\" width=\"1426\" height=\"464\" class=\"aligncenter size-full wp-image-51720\" srcset=\"https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/06\/img-1.png 1426w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/06\/img-1-360x117.png 360w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/06\/img-1-1024x333.png 1024w, https:\/\/www.creationline.com\/tech-blog\/cms_x3GWkuX\/wp-content\/uploads\/2022\/06\/img-1-768x250.png 768w\" sizes=\"auto, (max-width: 1426px) 100vw, 1426px\" \/><\/p>\n<p>\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u3092\u6e2c\u308b\u65b9\u6cd5\u306f\u6570\u591a\u304f\u5b58\u5728\u3057\u307e\u3059\u304c\u3001\u3044\u3056\u5b9f\u884c\u3057\u3088\u3046\u3068\u3059\u308b\u3068\u3001\u3059\u3050\u306b\u4f5c\u696d\u306f\u8907\u96d1\u306b\u306a\u308a\u3001\u305d\u308c\u305e\u308c\u306e\u65b9\u6cd5\u306e\u5fae\u5999\u306a\u9055\u3044\u306b\u60d1\u308f\u3055\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u65b0\u3057\u3044\u6a5f\u80fd\u3092\u5c55\u958b\u3059\u308b\u969b\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u6307\u6a19\u306b\u306a\u308b\u5834\u5408\u3082\u3042\u308c\u3070\u3001\u958b\u767a\u8005\u81ea\u8eab\u306e\u751f\u7523\u6027\u306e\u6349\u3048\u65b9\u304c\u6307\u6a19\u306b\u306a\u308b\u3053\u3068\u3082\u3042\u308a\u3001\u6700\u3082\u91cd\u8981\u306a\u6307\u6a19\u3092\u898b\u6975\u3081\u308b\u306e\u306f\u81f3\u96e3\u306e\u696d\u3067\u3059\u3002<\/p>\n<p>\u591a\u304f\u306e\u5834\u5408\u3001\u751f\u7523\u6027\u306e\u4f4e\u4e0b\u306f\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u8db3\u304b\u305b\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u3092\u793a\u3059\u5146\u5019\u3067\u3059\u3002\u30a4\u30f3\u30d5\u30e9\u3092\u30e2\u30c0\u30ca\u30a4\u30ba\u30fb\u7c21\u7d20\u5316\u3059\u308b\u3053\u3068\u3067\u751f\u7523\u6027\u3092\u5927\u5e45\u306b\u5411\u4e0a\u3055\u305b\u3001\u6280\u8853\u7684\u8ca0\u50b5\u306e\u59a8\u3052\u3068\u306a\u308b\u591a\u304f\u306e\u8981\u7d20\u3092\u53d6\u308a\u9664\u304f\u3053\u3068\u304c\u3067\u304d\u308b\u3068\u3001\u79c1\u305f\u3061\u306f\u8003\u3048\u3066\u3044\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u8ab2\u3055\u308c\u308b\u96a0\u308c\u305f\u7a0e\u91d1\u306e1\u3064\u3067\u3042\u308bDIRT\uff08<a href=\"https:\/\/www.mongodb.com\/innovation-tax\" rel=\"noopener\" target=\"_blank\">Data and Innovation Recurring Tax<\/a>\u3001\u30c7\u30fc\u30bf\u3068\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u306b\u95a2\u3059\u308b\u7d4c\u5e38\u7a0e\uff09\u306e\u4e3b\u8981\u306a2\u3064\u306e\u8981\u7d20\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u306e\u3067\u3059\u3002<\/p>\n<p>\u5f53\u793e\u306e\u30a8\u30ad\u30b9\u30d1\u30fc\u30c8\u306f\u3001\u4f01\u696d\u304c\u3053\u306eDIRT\u3092\u652f\u6255\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u73fe\u308c\u308b10\u306e\u5146\u5019\u3068\u3001DIRT\u3092\u6291\u3048\u308b\u305f\u3081\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3092\u7279\u5b9a\u3057\u307e\u3057\u305f\u3002\u8a73\u7d30\u306b\u3064\u3044\u3066\u306f\u3001\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u3001\u300e<a href=\"https:\/\/www.mongodb.com\/whitepaper\/your-data-infrastructure-is-holding-you-back\" rel=\"noopener\" target=\"_blank\"><strong>10 Signs Your Data Architecture Is Holding You Back<\/strong><\/a>\u300f \uff08\u82f1\u8a9e\uff09\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/p>\n<h3>\u5146\u5019\u305d\u306e7\uff1a\u958b\u767a\u8005\u306e\u751f\u7523\u6027\u306e\u4f4e\u4e0b<\/h3>\n<p>\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u8907\u96d1\u3067\u3042\u308b\u3068\u3001\u958b\u767a\u8005\u306f\u3001\u8907\u6570\u306e\u8a00\u8a9e\u3092\u7d76\u3048\u305a\u5207\u308a\u66ff\u3048\u305f\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u601d\u8003\u3092\u3057\u305f\u308a\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u76f4\u63a5\u64cd\u4f5c\u3059\u308b\u8a00\u8a9e\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u4e0a\u306b\u958b\u767a\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30de\u30c3\u30d4\u30f3\u30b0\uff08ORM\uff09\u30ec\u30a4\u30e4\u30fc\u3092\u4f7f\u7528\u3059\u308b\u8a00\u8a9e\u3001\u3042\u308b\u3044\u306f\u691c\u7d22\u6a5f\u80fd\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u8a00\u8a9e\u306a\u3069\u3001\u958b\u767a\u8005\u304c\u305d\u308c\u305e\u308c\u9055\u3046\u8a00\u8a9e\u3092\u5229\u7528\u3057\u3066\u3044\u308b\u53ef\u80fd\u6027\u3082\u3042\u308a\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u72b6\u614b\u306f\u3001\u751f\u7523\u6027\u306e\u4f4e\u4e0b\u3092\u62db\u304f\u5927\u304d\u306a\u8db3\u304b\u305b\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u5927\u591a\u6570\u306e\u4eba\u304c\u30de\u30eb\u30c1\u30bf\u30b9\u30af\u304c\u82e6\u624b\u3060\u3068\u3044\u3046\u3053\u3068\u304c\u308f\u304b\u3063\u3066\u3044\u307e\u3059\u3057\u3001\u53d6\u308a\u7d44\u3080\u4f5c\u696d\u306e\u5185\u5bb9\u3092\u7d76\u3048\u305a\u5207\u308a\u66ff\u3048\u3066\u3044\u308b\u3068\u3001\u751f\u7523\u6027\u306b\u3082\u30de\u30a4\u30ca\u30b9\u306e\u5f71\u97ff\u304c\u751f\u3058\u308b\u3053\u3068\u306f\u660e\u3089\u304b\u3067\u3059\u3002<a href=\"https:\/\/www.apa.org\/research\/action\/multitask\" rel=\"noopener\" target=\"_blank\">\u30a2\u30e1\u30ea\u30ab\u5fc3\u7406\u5b66\u4f1a\u306e\u5831\u544a<\/a>\u306b\u3088\u308b\u3068\u3001\u3044\u308f\u3086\u308b\u300c\u5207\u308a\u66ff\u3048\u306e\u30b3\u30b9\u30c8\u300d\uff08\u5909\u5316\u306b\u5bfe\u5fdc\u3057\u3001\u65b0\u3057\u3044\u30bf\u30b9\u30af\u306b\u53d6\u308a\u639b\u304b\u308b\u305f\u3081\u306b\u8133\u304c\u884c\u3046\u4f5c\u696d\uff09\u306f\u3001\u958b\u767a\u8005\u306e\u751f\u7523\u7684\u306a\u6642\u9593\u306e40%\u3092\u5360\u3081\u308b\u305d\u3046\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3067\u306f\u3001\u500b\u4eba\u306e\u30ec\u30d9\u30eb\u3067\u4f5c\u696d\u306e\u30b9\u30d4\u30fc\u30c9\u304c\u843d\u3061\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u958b\u767a\u30c1\u30fc\u30e0\u5168\u4f53\u306e\u4ed5\u4e8b\u306e\u9032\u3081\u65b9\u306b\u3082\u5f71\u97ff\u304c\u751f\u3058\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u500b\u5225\u958b\u767a\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3042\u308b\u5834\u5408\u3001\u958b\u767a\u8005\u306e\u30b9\u30ad\u30eb\u3092\u7d44\u7e54\u5168\u4f53\u3067\u5171\u6709\u3057\u305f\u308a\u3001\u6d3b\u7528\u3059\u308b\u3053\u3068\u306f\u307b\u307c\u4e0d\u53ef\u80fd\u3067\u3059\u3002\u305d\u3057\u3066\u958b\u767a\u30b9\u30d4\u30fc\u30c9\u306f\u4f4e\u4e0b\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30ad\u30fc\u30d1\u30fc\u30bd\u30f3\u304c\u9000\u8077\u3057\u3066\u3057\u307e\u3046\u3068\u3001\u52b9\u679c\u7684\u306b\u4eba\u6750\u3092\u88dc\u5145\u3067\u304d\u306a\u304f\u306a\u308a\u3001\u304d\u308f\u3081\u3066\u7279\u6b8a\u306a\u80fd\u529b\u3092\u5099\u3048\u305f\u4eba\u6750\u3092\u65b0\u305f\u306b\u96c7\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u3053\u308c\u3060\u3051\u3067\u3082\u5bfe\u5fdc\u304c\u5341\u5206\u56f0\u96e3\u3067\u3059\u304c\u30011\u5e74\u5f8c\u30013\u5e74\u5f8c\u3082\u305d\u306e\u30b9\u30ad\u30eb\u304c\u5fc5\u8981\u306a\u306e\u304b\u3069\u3046\u304b\u3082\u308f\u304b\u3089\u306a\u3044\u306e\u3067\u3059\u3002<\/p>\n<blockquote style=\"font-size: 15.5px\"><p><strong>MongoDB\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>\uff1aMongoDB\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u3069\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306b\u3082\u5171\u901a\u3057\u305f\u4e00\u8cab\u6027\u306e\u3042\u308b\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u3001\u5358\u4e00\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u901a\u3058\u3066\u958b\u767a\u8005\u306b\u63d0\u4f9b\u3057\u307e\u3059\u3002\u96c6\u7d04\u51e6\u7406\u306e\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u3092\u958b\u767a\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u9ad8\u5ea6\u306a\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u3092\u5b9f\u88c5\u3059\u308b\u5834\u5408\u3067\u3082\u3001\u3042\u308b\u3044\u306f\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u6a5f\u80fd\u3092\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u7d44\u307f\u8fbc\u3080\u5834\u5408\u3067\u3082\u3001\u540c\u3058\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u304c\u4f7f\u3048\u308b\u306e\u3067\u3059\u3002\u5171\u901a\u5316\u3055\u308c\u305f\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u306f\u3001\u958b\u767a\u8005\u304c\u81ea\u7136\u306a\u304b\u305f\u3061\u3067\u30b3\u30fc\u30c9\u3092\u8a18\u8ff0\u3057\u305f\u308a\u3001\u601d\u8003\u3092\u3057\u305f\u308a\u3059\u308b\u65b9\u6cd5\u3068\u3001\u610f\u56f3\u3057\u305f\u304b\u305f\u3061\u3067\u30de\u30c3\u30c1\u3057\u307e\u3059\u3002\n<\/p><\/blockquote>\n<h3>\u5146\u5019\u305d\u306e8\uff1a\u958b\u767a\u30c1\u30fc\u30e0\u304c\u6280\u8853\u7684\u306a\u50b5\u52d9\u306e\u8fd4\u6e08\u3092\u7d9a\u3051\u3066\u3044\u308b<\/h3>\n<p>\u958b\u767a\u30c1\u30fc\u30e0\u304c\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3092\u9078\u629e\u3059\u308b\u305f\u3073\u306b\u3001\u8a2d\u8a08\u3001\u7ba1\u7406\u3001\u4fdd\u5b88\u304c\u5fc5\u8981\u306a\u30b7\u30b9\u30c6\u30e0\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u306e\u76f8\u4e92\u4f5c\u7528\u306e\u6570\u306f\u3001\u4e26\u884c\u3057\u3066\u5897\u3048\u3066\u3044\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u304c\u8001\u673d\u5316\u3059\u308b\u306e\u306b\u4f34\u3044\u3001\u3053\u306e\u3088\u3046\u306a\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306e\u6570\u306f\u6025\u6fc0\u306b\u5897\u52a0\u3057\u307e\u3059\u3002\u305d\u3057\u3066\u3001\u30e6\u30fc\u30b6\u30fc\u306e\u30cb\u30fc\u30ba\u304c\u5909\u5316\u3059\u308b\u3068\u3001\u65e7\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306f\u3082\u306f\u3084\u9069\u5207\u3067\u306f\u306a\u304f\u306a\u308a\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5168\u9762\u7684\u306b\u5165\u308c\u66ff\u3048\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u5358\u4e00\u7528\u9014\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u8ffd\u52a0\u3057\u305f\u5834\u5408\u3001\u65b0\u305f\u306a\u30b5\u30a4\u30ed\u304c\u3082\u30461\u3064\u751f\u307e\u308c\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002\u305d\u3046\u306a\u308b\u3068\u3001\u305d\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3092\u65e2\u5b58\u306e\u74b0\u5883\u3068\u3064\u306a\u3050\u305f\u3081\u306b\u3001\u8106\u5f31\u3067\u6271\u3044\u306b\u304f\u3044ETL\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3\u306a\u3069\u306e\u63a5\u7d9a\u8981\u7d20\u3092\u65b0\u305f\u306b\u69cb\u7bc9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u6570\u500d\u3001\u6570\u5341\u500d\u3068\u3053\u306e\u3088\u3046\u306a\u8981\u7d20\u304c\u5897\u52a0\u3057\u3066\u3044\u304f\u3068\u3001\u81a8\u5927\u306a\u91cf\u306e\u4f5c\u696d\u304c\u767a\u751f\u3057\u3001\u958b\u767a\u30c1\u30fc\u30e0\u306f\u9769\u65b0\u7684\u306a\u65b0\u6a5f\u80fd\u306e\u8a2d\u8a08\u306b\u8cbb\u3084\u3059\u6642\u9593\u3092\u596a\u308f\u308c\u3066\u3057\u307e\u3044\u307e\u3059\u3002\u3053\u306e\u3088\u3046\u306a\u6280\u8853\u4e0a\u306e\u8ca0\u50b5\u306e\u7ba1\u7406\u306b\u3001\u958b\u767a\u8005\u306f\u5e73\u5747\u3057\u3066\u9031\u306b<a href=\"https:\/\/stripe.com\/files\/reports\/the-developer-coefficient.pdf\" rel=\"noopener\" target=\"_blank\">13.5<\/a>\u6642\u9593\u3082\u306e\u6642\u9593\u3092\u8cbb\u3084\u3057\u3066\u304a\u308a\u3001<a href=\"https:\/\/stripe.com\/files\/reports\/the-developer-coefficient.pdf\" rel=\"noopener\" target=\"_blank\">52%<\/a>\u306e\u958b\u767a\u8005\u304c\u3001\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u3084\u6280\u8853\u4e0a\u306e\u8ca0\u50b5\u306f\u751f\u7523\u6027\u306e\u5411\u4e0a\u3092\u963b\u3080\u6700\u5927\u306e\u8981\u56e0\u3067\u3042\u308b\u3068\u8ff0\u3079\u3066\u3044\u307e\u3059\u3002\u305d\u3057\u3066\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306b\u6642\u9593\u3092\u4f7f\u3044\u904e\u304e\u308b\u306e\u306f\u58eb\u6c17\u306e\u4f4e\u4e0b\u306b\u3064\u306a\u304c\u308b\u3068\u3001\u5b9f\u306b<a href=\"https:\/\/stripe.com\/files\/reports\/the-developer-coefficient.pdf\" rel=\"noopener\" target=\"_blank\">78%<\/a>\u3082\u306e\u958b\u767a\u8005\u304c\u8ff0\u3079\u3066\u3044\u308b\u306e\u3067\u3059\u3002<\/p>\n<blockquote style=\"font-size: 15.5px\"><p><strong>MongoDB\u306e\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3<\/strong>\uff1a\u5358\u4e00\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u30c7\u30fc\u30bf\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3092\u5c0e\u5165\u3059\u308c\u3070\u3001\u30b5\u30a4\u30ed\u5316\u3057\u305f\u30b7\u30b9\u30c6\u30e0\u9593\u3067\u306e\u30c7\u30fc\u30bf\u306e\u3084\u308a\u53d6\u308a\u304c\u4e0d\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u9069\u5207\u306b\u8a8d\u8a3c\u3092\u53d7\u3051\u3066\u3044\u308c\u3070\u3001\u3069\u306e\u30e6\u30fc\u30b6\u30fc\u3082\u3001\u3069\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304b\u3089\u3082\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u307e\u3059\u3002\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u5927\u5e45\u306b\u5408\u7406\u5316\u3059\u308b\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u3092\u7dad\u6301\u3059\u308b\u5fc5\u8981\u304c\u306a\u304f\u306a\u308a\u3001\u9069\u5207\u306a\u696d\u52d9\u306b\u958b\u767a\u8005\u306e\u30ea\u30bd\u30fc\u30b9\u3092\u96c6\u7d04\u3067\u304d\u307e\u3059\u3002<\/p><\/blockquote>\n<p><center><\/p>\n<p style=\"font-size: 17px\"><b>DIRT\u3084DIRT\u306e\u8efd\u6e1b\u65b9\u6cd5\u306b\u3064\u3044\u3066\u8a73\u3057\u304f\u77e5\u308a\u305f\u3044\u65b9\u306f\u3001<br \/>\n\u30db\u30ef\u30a4\u30c8\u30da\u30fc\u30d1\u30fc\u300e<a href=\"https:\/\/www.mongodb.com\/collateral\/dirt-and-the-high-cost-of-complexity\" rel=\"noopener\" target=\"_blank\">DIRT and the High Cost of Complexity<\/a>\u300f\uff08\u82f1\u8a9e\uff09\u3092\u3054\u89a7\u304f\u3060\u3055\u3044\u3002<\/b><\/p>\n<p><\/center><\/p>\n<\/p>\n<hr>\n<\/p>\n\n\t\t<!--HubSpot Call-to-Action Code -->\n\t\t<span class=\"hs-cta-wrapper\" id=\"hs-cta-wrapper-e9f3c3ba-6e21-4570-a298-79ea41512629\">\n\t\t<span class=\"hs-cta-node hs-cta-e9f3c3ba-6e21-4570-a298-79ea41512629\" id=\"e9f3c3ba-6e21-4570-a298-79ea41512629\">\n\t\t<!--[if lte IE 8]>\n\t\t<div id=\"hs-cta-ie-element\"><\/div>\n\t\t<![endif]-->\n\t\t<a href=\"https:\/\/cta-redirect.hubspot.com\/cta\/redirect\/6168413\/e9f3c3ba-6e21-4570-a298-79ea41512629\" >\n\t\t<img decoding=\"async\" class=\"hs-cta-img\" id=\"hs-cta-img-e9f3c3ba-6e21-4570-a298-79ea41512629\" style=\"border-width:0px;\" src=\"https:\/\/no-cache.hubspot.com\/cta\/default\/6168413\/e9f3c3ba-6e21-4570-a298-79ea41512629.png\"  alt=\"New call-to-action\"\/>\n\t\t<\/a>\n\t\t<\/span>\n\t\t<script charset=\"utf-8\" src=\"\/\/js.hubspot.com\/cta\/current.js\"><\/script>\n\t\t<script>\n\t\thbspt.cta.load(6168413, 'e9f3c3ba-6e21-4570-a298-79ea41512629', {});\n\t\t<\/script>\n\t\t<\/span>\n\t\t<!-- end HubSpot Call-to-Action Code -->\n\t\t\n<p>\n","protected":false},"excerpt":{"rendered":"<p>\u672c\u30d6\u30ed\u30b0\u306f\u3001MongoDB\u793e\u306e\u30d6\u30ed\u30b0\u30672022\u5e742\u670816\u65e5\u306b\u516c\u958b\u3055\u308c\u305f\u300c10 Signs Your Data Architecture is Limiting Your Innovation: Part 4\u300d\u306e\u65e5\u672c\u8a9e\u7ffb\u8a33 [&#8230;]<\/p>\n","protected":false},"author":1,"featured_media":51720,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[79],"tags":[665,695,105],"class_list":["post-51714","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-mongodb","tag-dataarchitecture","tag-dirt","tag-mongodb"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u65e2\u5b58\u306e\u30c7\u30fc\u30bf\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u304c\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3092\u963b\u3093\u3067\u3044\u308b10\u306e\u5146\u5019\uff1a\u30d1\u30fc\u30c84 #MongoDB #DataArchitecture #DIRT - Tech Blog\uff5c\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3<\/title>\n<meta name=\"description\" content=\"MongoDB |\u4e00\u822c\u306b\u307b\u3068\u3093\u3069\u306e\u4f01\u696d\u3067\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30a4\u30e4\u30fc\u3092\u610f\u8b58\u3059\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u3057\u304b\u3057\u305d\u306e\u7d50\u679c\u3001\u65b0\u88fd\u54c1\u306e\u5e02\u5834\u6295\u5165\u307e\u3067\u306e\u6642\u9593\u306e\u5897\u52a0\u3001\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u30b3\u30b9\u30c8\u306e\u9ad8\u9a30\u3001\u30a4\u30ce\u30d9\u30fc\u30b7\u30e7\u30f3\u3078\u306e\u96c6\u4e2d\u963b\u5bb3\u3068\u3044\u3063\u305f\u3001\u30d3\u30b8\u30cd\u30b9\u304c\u76f4\u9762\u3059\u308b\u5927\u304d\u306a\u8ab2\u984c\u306e\u539f\u56e0\u3092\u8986\u3044\u96a0\u3057\u3066\u3057\u307e\u3046\u304a\u305d\u308c\u304c\u3042\u308a\u307e\u3059\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.creationline.com\/tech-blog\/data-management\/mongodb\/51714\" \/>\n<meta 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