{"id":36151,"date":"2022-08-29T20:21:58","date_gmt":"2022-08-29T11:21:58","guid":{"rendered":"https:\/\/kinsta.com\/jp\/?p=36151&#038;preview=true&#038;preview_id=36151"},"modified":"2023-08-25T22:51:43","modified_gmt":"2023-08-25T13:51:43","slug":"mongodb-vs-mysql","status":"publish","type":"post","link":"https:\/\/kinsta.com\/jp\/blog\/mongodb-vs-mysql\/","title":{"rendered":"\u3010\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3011MongoDB\u3068MySQL\u306e\u9055\u3044"},"content":{"rendered":"<p>\u6570\u3042\u308b<a href=\"https:\/\/kinsta.com\/jp\/blog\/adminer\/\">\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/a>\u306e\u4e2d\u3067\u3082\u3001MongoDB\u3068<a href=\"https:\/\/kinsta.com\/jp\/blog\/mariadb-vs-mysql\/\">MySQL<\/a>\u306f\u983b\u7e41\u306b\u6bd4\u8f03\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MySQL\u306e\u3088\u3046\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u8981\u4ef6\u306e\u5909\u66f4\u306b\u5408\u308f\u305b\u3066\u30c7\u30fc\u30bf\u306e\u7ba1\u7406\u30fb\u4fdd\u5b58\u3092\u884c\u3046\u969b\u306b\u3001\u3042\u308b\u7279\u5b9a\u306e\u554f\u984c\u304c\u751f\u3058\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002\u958b\u767a\u9014\u4e2d\u306b\u767a\u751f\u3059\u308b\u554f\u984c\u3092\u907f\u3051\u308b\u3079\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9078\u3073\u306b\u614e\u91cd\u306b\u306a\u3063\u3066\u3044\u308b\u4f01\u696d\u3082\u591a\u3044\u306f\u305a\u3002<\/p>\n<p>\u307e\u305f\u3001\u91d1\u878d\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u8005\u3082\u3001\u73fe\u5728\u4f7f\u7528\u3057\u3066\u3044\u308bMySQL\u3092\u4f7f\u3044\u7d9a\u3051\u308b\u304b\u3001\u305d\u308c\u3068\u3082\u30ea\u30b9\u30af\u3092\u627f\u77e5\u3067MongoDB\u306b\u5207\u308a\u66ff\u3048\u308b\u304b\u3069\u3046\u304b\u3067\u60a9\u3093\u3067\u3044\u308b\u65b9\u3082\u3044\u308b\u3088\u3046\u3067\u3059\u3002<\/p>\n<p>\u305d\u3053\u3067\u3001\u53c2\u8003\u306b\u3057\u3066\u3044\u305f\u3060\u304d\u305f\u3044\u306e\u304c\u4eca\u56de\u306e\u8a18\u4e8b\u3002MongoDB\u3068MySQL\u3092\u5fb9\u5e95\u7684\u306b\u6bd4\u8f03\u3057\u3066\u3001\u3053\u306e2\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u76f8\u9055\u70b9\u3001\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u7528\u9014\u5225\u306e\u9069\u6b63\u5ea6\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u3042\u306a\u305f\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u9069\u3057\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u3069\u3061\u3089\u306a\u306e\u304b\u3001\u304d\u3063\u3068\u5206\u304b\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u59cb\u3081\u307e\u3057\u3087\u3046\uff01<\/p>\n<h3>MongoDB\u3068MySQL\u306b\u3064\u3044\u3066<a href=\"https:\/\/www.youtube.com\/watch?v=u4RdVf7oF_k\" target=\"_blank\" rel=\"noopener noreferrer\">\u52d5\u753b\u3067\u306e\u89e3\u8aac<\/a>\u3082\u3054\u7528\u610f\u3057\u3066\u3044\u307e\u3059\u3002<\/h3>\n<p class=\"p1\"><kinsta-video src=\"https:\/\/www.youtube.com\/watch?v=u4RdVf7oF_k\"><\/kinsta-video>.<\/p>\n<div><\/div><kinsta-auto-toc heading=\"Table of Contents\" exclude=\"last\" list-style=\"arrow\" selector=\"h2\" count-number=\"-1\"><\/kinsta-auto-toc>\n<h2>MongoDB\u3068MySQL\u306e\u6982\u8981<\/h2>\n<p>2\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6bd4\u8f03\u3059\u308b\u524d\u306b\u3001MongoDB\u3068MySQL\u306e\u7279\u5fb4\u3092\u305d\u308c\u305e\u308c\u7c21\u5358\u306b\u3054\u8aac\u660e\u3057\u307e\u3059\u3002<\/p>\n<h3>MongoDB\u3068\u306f<\/h3>\n<figure id=\"attachment_109357\" aria-describedby=\"caption-attachment-109357\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDB-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109357\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDB-1.jpg\" alt=\" The MongoDB website with the words \"MongoDB: The application data platform\" width=\"1200\" height=\"445\"><\/a><figcaption id=\"caption-attachment-109357\" class=\"wp-caption-text\">MongoDB<\/figcaption><\/figure>\n<p><a href=\"https:\/\/www.mongodb.com\/\">MongoDB<\/a>\u306f\u3001\u5927\u5bb9\u91cf\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u5f37\u3055\u3092\u767a\u63ee\u3059\u308b\u7121\u6599\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u300212\u5e74\u524d\u306e2009\u5e74\u306b10gen\u793e\uff08\u73fe MongoDB Inc.\uff09\u306b\u3088\u3063\u3066\u3001Server Side Public License\uff08SSPL\uff09\u3067\u30ea\u30ea\u30fc\u30b9\u3055\u308c\u307e\u3057\u305f\u3002C++\u3001<a href=\"https:\/\/kinsta.com\/blog\/python-tutorials\/\">Python<\/a>\u3001<a href=\"https:\/\/kinsta.com\/blog\/php-vs-javascript\/\">JavaScript<\/a>\u3067\u8a18\u8ff0\u3055\u308c\u305fNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001Windows\u3001macOS\u3001Linux\u306b\u5bfe\u5fdc\u3002\u8a00\u8a9e\u306f<a href=\"https:\/\/kinsta.com\/blog\/php-vs-angular\/\">PHP<\/a>\u3001Java\u3001Ruby\u3001<a href=\"https:\/\/kinsta.com\/jp\/blog\/node-js-apps\/\">Node.js<\/a>\u306a\u3069\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MongoDB\u304c\u5f93\u6765\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3068\u7570\u306a\u308b\u70b9\u306f\u3001\u305d\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u65b9\u6cd5\u306b\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>MongoDB\u306f\u3001\u30c7\u30fc\u30bf\u3092\u884c\u3068\u5217\u3067\u4fdd\u5b58\u3059\u308b\u306e\u3067\u306f\u306a\u304f\u3001\u8907\u6570\u306eJSON\u306b\u4f3c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u30c7\u30fc\u30bf\u3092\u8868\u793a\u3059\u308b\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u3053\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306b\u306f\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3084\u914d\u5217\u306a\u3069\u306e\u30bf\u30a4\u30d7\u306e\u30ad\u30fc\u3068\u5024\u306e\u30da\u30a2\u3092\u4f7f\u7528\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3054\u3068\u306b\u7570\u306a\u308b\u69cb\u9020\u3092\u3068\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30c7\u30fc\u30bf\u69cb\u9020\u3084\u30b9\u30ad\u30fc\u30de\u3092\u67d4\u8edf\u306b\u5909\u66f4\u3067\u304d\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3001\u4fe1\u983c\u6027\u3001\u52b9\u7387\u6027\u306b\u3082\u512a\u308c\u3066\u3044\u307e\u3059\u3002MongoDB\u306f\u3001\u9ad8\u901f\u304b\u3064\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u8981\u4ef6\u3082\u6e80\u305f\u3059\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3060\u3068\u8a00\u3048\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n<h4>MongoDB\u306e\u6a5f\u80fd<\/h4>\n<p>\u3067\u306f\u3001MongoDB\u306e\u4e3b\u306a\u6a5f\u80fd\u3092\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li><strong>\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/strong>\u2500\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\uff09\u3092\u4f7f\u3063\u3066\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u3092\u8907\u6570\u4f5c\u6210\u3057\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30fc\u30d0\u30fc\u306b\u914d\u7f6e\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002\u3053\u306e\u6a5f\u80fd\u306f\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3084\u707d\u5bb3\u5bfe\u7b56\u306b\u3082\u6709\u7528\u3067\u3001\u30b5\u30fc\u30d0\u30fc\u306b\u554f\u984c\u304c\u767a\u751f\u3057\u3066\u3082\u3001\u4ed6\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30b3\u30d4\u30fc\u304b\u3089\u3044\u3064\u3067\u3082\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u51fa\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u4f5c\u6210\u2500<\/strong>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u306b\u306f\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u307e\u305f\u306f\u30bb\u30ab\u30f3\u30c0\u30ea\u3068\u3057\u3066\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4ed8\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u691c\u7d22\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5168\u4f53\u3067\u306f\u306a\u304f\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306b\u5bfe\u3057\u3066\u691c\u7d22\u3092\u5b9f\u884c\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u308a\u3001\u691c\u7d22\u901f\u5ea6\u304c\u4e0a\u304c\u308b\u3002<\/li>\n<li><strong>\u30a2\u30c9\u30db\u30c3\u30af\u30af\u30a8\u30ea\u2500<\/strong>\u30a2\u30c9\u30db\u30c3\u30af\u30af\u30a8\u30ea\u3068\u306f\u3001\u30af\u30a8\u30ea\u5b9f\u884c\u6642\u306b\u69d8\u3005\u306a\u30ea\u30bf\u30fc\u30f3\u3092\u51fa\u3059\u4e00\u6642\u7684\u306a\u30b3\u30de\u30f3\u30c9\u306e\u3053\u3068\u3002MongoDB\u3067\u306f\u30ec\u30f3\u30b8\u30af\u30a8\u30ea\u3001\u6b63\u898f\u8868\u73fe\uff08Regex\uff09\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u691c\u7d22\u304c\u4f7f\u7528\u3067\u304d\u308b\u3002\u307e\u305f\u3001\u30af\u30a8\u30ea\u306b\u306f\u5b9a\u7fa9\u3057\u305fJavaScript\u306e\u95a2\u6570\u3082\u542b\u307e\u308c\u3001\u7279\u5b9a\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u8fd4\u3059\u3053\u3068\u304c\u3067\u304d\u308b\u3002MongoDB Query Language\uff08MQL\uff09\u3067\u30a2\u30c9\u30db\u30c3\u30af\u30af\u30a8\u30ea\u3092\u5373\u6642\u66f4\u65b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u4f01\u696d\u306e\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u306b\u4fbf\u5229\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u2500<\/strong>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u306f\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u5206\u6563\u3055\u305b\u308b\u624b\u6cd5\u3067\u3001\u6c34\u5e73\u65b9\u5411\u3078\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3002\u30b7\u30e3\u30fc\u30c9\u30ad\u30fc\uff08\u5358\u4e00\u307e\u305f\u306f\u8907\u6570\u306e\u30ec\u30d7\u30ea\u30ab\u3092\u6301\u3064\u30de\u30b9\u30bf\u30fc\u30ad\u30fc\uff09\u3092\u9078\u629e\u3057\u3066\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e\u30c7\u30fc\u30bf\u5206\u6563\u3092\u6c7a\u5b9a\u3057\u3001\u30b7\u30e3\u30fc\u30c9\u9593\u3067\u30c7\u30fc\u30bf\u3092\u7570\u306a\u308b\u7bc4\u56f2\u306b\u5206\u5272\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u5404\u30b7\u30e3\u30fc\u30c9\u306f\u500b\u5225\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u6a5f\u80fd\u3057\u3001\u8907\u6570\u306e\u30b7\u30e3\u30fc\u30c9\u3092\u7528\u3044\u30661\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5f62\u6210\u3059\u308b\u3053\u3068\u3067\u8ca0\u8377\u5206\u6563\u306b\u3064\u306a\u304c\u308b\u305f\u3081\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u3002<\/li>\n<\/ul>\n<ul>\n<li><strong>\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u2500<\/strong>\u540c\u6642\u4e26\u884c\u6027\u306e\u7ba1\u7406\u304c\u5bb9\u6613\u3067\u3001\u8907\u6570\u306e\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u304b\u3089\u306e\u30ea\u30af\u30a8\u30b9\u30c8\u3092\u540c\u6642\u306b\u69d8\u3005\u306a\u30b5\u30fc\u30d0\u30fc\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002\u5404\u30b5\u30fc\u30d0\u30fc\u306e\u8ca0\u8377\u3092\u8efd\u6e1b\u3057\u3001\u4e00\u5b9a\u306e\u30c7\u30fc\u30bf\u306e\u7a3c\u50cd\u7387\u3068\u6574\u5408\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3067\u3001\u62e1\u5f35\u6027\u306e\u9ad8\u3044\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u5b9f\u73fe\u3002<\/li>\n<li><strong>\u30d5\u30a1\u30a4\u30eb\u30b9\u30c8\u30ec\u30fc\u30b8\u2500<\/strong>\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0GridFS\uff08\u30b0\u30ea\u30c3\u30c9\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\uff09\u304c\u5229\u7528\u53ef\u80fd\u3002GridFS\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u6a5f\u80fd\u304c\u3042\u308a\u3001\u8907\u6570\u306e\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u3067\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u307e\u305f\u3001GridFS\u306b\u306f\u3001MongoDB\u306e\u30c9\u30e9\u30a4\u30d0\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001<a href=\"https:\/\/kinsta.com\/jp\/blog\/what-is-nginx\/\">Nginx<\/a>\u3084lighttpd \u306e\u30d7\u30e9\u30b0\u30a4\u30f3\u3001\u307e\u305f\u306f mongofiles\u30e6\u30fc\u30c6\u30a3\u30ea\u30c6\u30a3\u3067\u30a2\u30af\u30bb\u30b9\u53ef\u80fd\u3002\u307e\u305f\u3001MongoDB\u3067\u306f\u3001\u958b\u767a\u8005\u306b\u3088\u308b\u30d5\u30a1\u30a4\u30eb\u3084\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u52a0\u5de5\u3082\u53ef\u80fd\u3002<\/li>\n<li><strong>\u30a2\u30b0\u30ea\u30b2\u30fc\u30b7\u30e7\u30f3\u2500<\/strong>SQL\u53e5<code>- GROUP BY<\/code>\u306e\u5834\u5408\u3068\u4f3c\u305f\u3088\u3046\u306a\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002\u96c6\u8a08\u306e\u5b9f\u884c\u65b9\u6cd5\u306f\u4ee5\u4e0b\u306e3\u7a2e\u985e\u3002<\/li>\n<\/ul>\n<ol>\n<li style=\"list-style-type: none\">\n<ol>\n<li><strong>\u96c6\u7d04\u30d1\u30a4\u30d7\u30e9\u30a4\u30f3<\/strong>\uff1a\u307b\u3068\u3093\u3069\u306e\u5834\u5408\u306f\u3053\u306e\u65b9\u6cd5\u304c\u6700\u9069\u3002<\/li>\n<li><strong>\u5358\u4e00\u76ee\u7684\u306e\u96c6\u7d04<\/strong>\uff1a1\u3064\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u304b\u3089\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u96c6\u7d04\u3002<\/li>\n<li><strong>mapReduce()<\/strong>\uff1a\u96c6\u8a08\u7d50\u679c\u3092\u5f97\u308b\u30d0\u30c3\u30c1\u51e6\u7406\u306b\u4f7f\u7528\u3002<code>map<\/code>\u95a2\u6570\u306f\u30c7\u30fc\u30bf\u3092\u30ad\u30fc\u3067\u30b0\u30eb\u30fc\u30d7\u5316\u3057\u3001<code>reduce<\/code>\u95a2\u6570\u304c\u51e6\u7406\u3092\u5b9f\u884c\u3002<\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>capped\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u2500<\/strong>\u30c7\u30fc\u30bf\u306e\u633f\u5165\u9806\u3092\u51e6\u7406\u3059\u308b\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u30bf\u30a4\u30d7\u3067\u3042\u308bcapped\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/li>\n<\/ul>\n<h4>MongoDB\u306e\u7528\u9014<\/h4>\n<p>MongoDB\u306f\u3001\u4e16\u754c\u4e2d\u306e\u4f55\u5343\u3082\u306e\u4f01\u696d\u3067\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3001\u307e\u305f\u306f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3068\u3057\u3066\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u7528\u9014\u306f\u3055\u307e\u3056\u307e\u3067\u3059\u3002<\/p>\n<ul>\n<li><a href=\"https:\/\/kinsta.com\/jp\/blog\/wordpress-permissions\/\">WordPress<\/a>\u306a\u3069\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u5165\u529b\u3001\u4fdd\u5b58\u3001\u7de8\u96c6<\/li>\n<li>\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30e2\u30d0\u30a4\u30eb\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8<\/li>\n<li>SNS<\/li>\n<li>\u5730\u7406\u7a7a\u9593\u30c7\u30fc\u30bf\u3084\u4f4d\u7f6e\u60c5\u5831\u30c7\u30fc\u30bf\u306e\u7ba1\u7406<\/li>\n<li>EC\u30b5\u30a4\u30c8\u306e\u5546\u54c1\u30ab\u30bf\u30ed\u30b0\u3084\u30a2\u30bb\u30c3\u30c8\u306e\u7ba1\u7406<\/li>\n<li>\u30af\u30e9\u30a6\u30c9\u578b\u30b7\u30b9\u30c6\u30e0<\/li>\n<li>\u30e1\u30a4\u30f3\u30d5\u30ec\u30fc\u30e0\u304b\u3089\u306e\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u79fb\u884c<\/li>\n<li>\u9ad8\u901f\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790<\/li>\n<li>\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u9ad8\u6027\u80fd\u306a\u30b2\u30fc\u30e0\u30bd\u30d5\u30c8<\/li>\n<li>\u6c7a\u6e08\u30b7\u30b9\u30c6\u30e0\u69cb\u9020\u306e\u73fe\u4ee3\u5316\u3068\u30ec\u30ac\u30b7\u30fc\u30b7\u30b9\u30c6\u30e0\u306e\u30e2\u30c0\u30ca\u30a4\u30bc\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u9700\u8981\u306e\u9ad8\u307e\u308a\u306b\u5fdc\u3058\u305f\u30b7\u30b9\u30c6\u30e0\uff08\u30ed\u30ae\u30f3\u30b0\u3084\u30ad\u30e3\u30c3\u30b7\u30e5\u306e\u9ad8\u901f\u5316\u3001\u8a2d\u8a08\u306e\u5909\u66f4\u306a\u3069\uff09<\/li>\n<li>\u30a6\u30a7\u30d6\u958b\u767a\u7528\u306eMEAN\u30b9\u30bf\u30c3\u30af\uff08\u982d\u6587\u5b57\u306eM\u306fMongoDB\u304b\u3089\u3001\u305d\u306e\u4ed6\u306e\u30a2\u30eb\u30d5\u30a1\u30d9\u30c3\u30c8\u306f\u9806\u306bExpressJS\u3001AngularJS\u3001NodeJS\uff09<\/li>\n<\/ul>\n<p>Twitter\u3001IBM\u3001Oracle\u3001Zendesk\u3001Citrix\u3001Sony\u3001Intercom\u3001HTC\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u4f01\u696d\u304cMongoDB\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u4e2d\u3067\u3082\u3001\u5e83\u304f\u77e5\u3089\u308c\u3066\u3044\u308b\u4f7f\u7528\u4e8b\u4f8b\u3092\u3044\u304f\u3064\u304b\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li><strong>Aadhaar\uff08\u30a2\u30c9\u30cf\u30fc\uff09<\/strong>\u2500\u30a4\u30f3\u30c9\u306e\u56fd\u6c11ID\u30b7\u30b9\u30c6\u30e0\u3067\u3001\u4e16\u754c\u6700\u5927\u306e\u751f\u4f53\u8a8d\u8a3c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300212\u5104\u4eba\u4ee5\u4e0a\u306e\u751f\u4f53\u60c5\u5831\u304a\u3088\u3073\u4eba\u53e3\u7d71\u8a08\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306bMongoDB\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li><strong>eBay<\/strong>\u2500B2C\u3068C2C\u3068\u3057\u3066\u6a5f\u80fd\u3059\u308b\u30a2\u30e1\u30ea\u30ab\u306eEC\u4f01\u696d\u3002\u30b5\u30a4\u30c8\u5185\u691c\u7d22\u306e\u30b5\u30b8\u30a7\u30b9\u30c8\u6a5f\u80fd\u3001\u30af\u30e9\u30a6\u30c9\u7ba1\u7406\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u4fdd\u5b58\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u3067MongoDB\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3002<\/li>\n<li><strong>Shutterfly<\/strong>\u2500\u4eba\u6c17\u306e\u5199\u771f\u5171\u6709\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3002MongoDB\u3092\u4f7f\u3063\u306660\u5104\u679a\u4ee5\u4e0a\u306e\u753b\u50cf\u3092\u4fdd\u5b58\u30fb\u7ba1\u7406\u3057\u30011\u79d2\u306b10\u4e07\u4ef6\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u3092\u884c\u3063\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n<h3>MySQL\u3068\u306f<\/h3>\n<figure id=\"attachment_109358\" aria-describedby=\"caption-attachment-109358\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MySQL-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109358\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MySQL-1.jpg\" alt=\"The MySQL website, showing a racecar and the words \"MySQL Database Service with HeatWave.\" width=\"1200\" height=\"368\"><\/a><figcaption id=\"caption-attachment-109358\" class=\"wp-caption-text\">MySQL<\/figcaption><\/figure>\n<p><a href=\"https:\/\/www.mysql.com\/\">MySQL<\/a>\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08RDBMS\uff09\u3067\u3059\u3002MySQL\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8868\u5f62\u5f0f\u306b\u6574\u7406\u3057\u3066\u4fdd\u5b58\u3057\u3001\u30c7\u30fc\u30bf\u578b\u3092\u95a2\u9023\u4ed8\u3051\u305f\u884c\u3068\u5217\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002GNU General Public License\uff08GPL\uff09\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001<a href=\"https:\/\/kinsta.com\/blog\/gitlab-vs-github\/\">GitHub<\/a>\u306b\u30ea\u30dd\u30b8\u30c8\u30ea\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u5143\u30051995\u5e74\u306b\u30b9\u30a6\u30a7\u30fc\u30c7\u30f3\u4eba\u306eDavid Axmark\u3001\u30d5\u30a3\u30f3\u30e9\u30f3\u30c9\u4eba\u306eMichael Widenius\u3068Allan Larsson\u304c\u5275\u696d\u3057\u305fMySQL AB\u306b\u3088\u3063\u3066\u69cb\u7bc9\u3055\u308c\u307e\u3057\u305f\u3002\u305d\u306e\u5f8c\u3001Sun Microsystems\u793e\u304cMySQL AB\u3092\u8cb7\u53ce\u3057\u307e\u3057\u305f\u304c\u30012010\u5e74\u306b\u306fSun Microsystems\u793e\u304cOracle\u793e\u306b\u8cb7\u53ce\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MySQL\u3068\u3044\u3046\u540d\u524d\u306f\u30012\u3064\u306e\u7528\u8a9e\u304c\u7d44\u307f\u5408\u308f\u3055\u308c\u3066\u3067\u304d\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>My<\/strong>: Michael Widenius\u6c0f\u306e\u5a18\u306e\u540d\u524d<\/li>\n<li><strong>SQL<\/strong>: Structural Query Language\u306e\u7565<\/li>\n<\/ul>\n<p>SQL\u306f\u30c9\u30e1\u30a4\u30f3\u56fa\u6709\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3067\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u4f5c\u6210\u3001\u62bd\u51fa\u3001\u524a\u9664\u3001\u5909\u66f4\u306a\u3069\u306e\u95a2\u6570\u3092\u5b9f\u884c\u3057\u3066\u3001RDBMS\u306e\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3057\u307e\u3059\u3002<\/p>\n<p><a href=\"https:\/\/kinsta.com\/jp\/blog\/what-is-mysql\/\">MySQL<\/a>\u306f\u3001Windows\u3001macOS\u3001Linux\u3001FreeBSD\u3001OpenBSD\u3001Solaris\u306a\u3069\u3001\u307b\u3068\u3093\u3069\u306eOS\u3067\u5229\u7528\u53ef\u80fd\u3067\u3001\u30c7\u30d0\u30a4\u30b9\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30b7\u30b9\u30c6\u30e0\u306bRDBMS\u3092\u5b9f\u88c5\u3001\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30af\u30bb\u30b9\u3001\u30e6\u30fc\u30b6\u30fc\u7ba1\u7406\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u6574\u5408\u6027\u30c6\u30b9\u30c8\u306e\u30b5\u30dd\u30fc\u30c8\u3001\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u306e\u4f5c\u6210\u306a\u3069\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002C++\u3068C\u3067\u8a18\u8ff0\u3055\u308c\u3001\u5b57\u53e5\u89e3\u6790\u5668\u3092\u63a1\u7528\u3002SQL\u30d1\u30fc\u30b5\u30fc\u306fyacc\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MySQL\u306f\u3001\u64cd\u4f5c\u3057\u3084\u3059\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3068\u305d\u306e\u4f7f\u7528\u611f\u3067\u7279\u306b\u597d\u8a55\u3092\u5f97\u3066\u3044\u307e\u3059\u3002\u6027\u80fd\u9762\u3067\u3082\u9ad8\u901f\u3067\u5b89\u5b9a\u6027\u304c\u9ad8\u304f\u3001\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3068\u30de\u30eb\u30c1\u30e6\u30fc\u30b6\u30fc\u74b0\u5883\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc\u304c\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<p>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e<a href=\"https:\/\/kinsta.com\/blog\/mysql-community-server\/\">Community Server<\/a>\u7248\u3068\u3001\u30d7\u30ed\u30d7\u30e9\u30a4\u30a8\u30bf\u30ea\u306eEnterprise Server\u7248\u304c\u3042\u308a\u3001\u5f8c\u8005\u306f\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u306b\u5909\u66f4\u3092\u52a0\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u591a\u304f\u306e\u30b5\u30fc\u30d0\u30fc\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>MySQL\u306e\u6a5f\u80fd<\/h4>\n<p>MySQL\u306e\u4e3b\u306a\u6a5f\u80fd\u3082\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<ul>\n<li><strong>\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0<\/strong>\u2500\u3055\u307e\u3056\u307e\u306a\u540c\u671f\u30bf\u30a4\u30d7\u3067\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u62e1\u5f35\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u306b\u5f79\u7acb\u3064\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3002\u307e\u305f\u3001\u3042\u308bSQL\u30b5\u30fc\u30d0\u30fc\u304b\u3089\u4ed6\u306e\u30ec\u30d7\u30ea\u30abSQL\u30b5\u30fc\u30d0\u30fc\u306b\u30c7\u30fc\u30bf\u3092\u30b3\u30d4\u30fc\u3059\u308b\u3053\u3068\u3082\u3002\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u4fdd\u8b77<\/strong>\u2500\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u6642\u306b\u3001\u30db\u30b9\u30c8\u540d\u691c\u8a3c\u7528\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6697\u53f7\u5316\u304c\u5bb9\u6613\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u5f37\u5316\u3055\u308c\u3001\u8a31\u53ef\u3055\u308c\u305f\u30e6\u30fc\u30b6\u30fc\u306e\u307f\u304c\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3002\u6700\u65b0\u7248\u306eMySQL 8.0\u306b\u306f\u30c7\u30e5\u30a2\u30eb\u30d1\u30b9\u30ef\u30fc\u30c9\u306e\u6a5f\u80fd\u304c\u3042\u308a\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u30c0\u30a6\u30f3\u3092\u61f8\u5ff5\u3059\u308b\u3053\u3068\u306a\u304f\u7c21\u5358\u306b\u958b\u767a\u8005\u304c\u30d1\u30b9\u30ef\u30fc\u30c9\u8a8d\u8a3c\u60c5\u5831\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u30b9\u30ad\u30fc\u30de<\/strong>\u2500\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3001\u30ea\u30bd\u30fc\u30b9\u306e\u4f7f\u7528\u72b6\u6cc1\u3001\u304a\u3088\u3073\u30b5\u30fc\u30d0\u30fc\u30a4\u30d9\u30f3\u30c8\u3092\u76e3\u8996\u3002\u30ea\u30bd\u30fc\u30b9\u306e\u9069\u5207\u306a\u5272\u308a\u5f53\u3066\u3001\u901f\u5ea6\u4f4e\u4e0b\u306e\u691c\u51fa\u6642\u306b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3001\u4e0d\u5be9\u306a\u30b5\u30fc\u30d0\u30fc\u30a4\u30d9\u30f3\u30c8\u306e\u767a\u751f\u6642\u306b\u5fc5\u8981\u306a\u5bfe\u51e6\u3092\u8b1b\u3058\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002<\/li>\n<li><strong>\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30ad\u30fc\u30de<\/strong>\u2500\u8907\u6570\u306e\u30aa\u30f3\u30e9\u30a4\u30f3\u30b9\u30ad\u30fc\u30de\u306b\u5bfe\u5fdc\u3002\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3057\u3001\u67d4\u8edf\u6027\u304c\u5897\u3059\u3002<\/li>\n<li><strong>\u9ad8\u53ef\u7528\u6027<\/strong>\u2500MySQL\u304c\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u969c\u5bb3\u306b\u5f37\u304f\u3001\u554f\u984c\u767a\u751f\u6642\u306b\u3082\u5bb9\u6613\u306b\u5bfe\u51e6\u53ef\u80fd\u3002\u305d\u306e\u7d50\u679c\u3001\u30a6\u30a7\u30d6\u3001\u30e2\u30d0\u30a4\u30eb\u554f\u308f\u305a\u3001\u3042\u3089\u3086\u308b\u30bf\u30a4\u30d7\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u9ad8\u3044\u30c7\u30fc\u30bf\u53ef\u7528\u6027\u3092\u5b9f\u73fe\u3002<\/li>\n<li><strong>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u30b5\u30dd\u30fc\u30c8<\/strong>\u2500\u30de\u30eb\u30c1\u30ec\u30d9\u30eb\u30fb\u5206\u6563\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u7121\u5236\u9650\u306e\u884c\u30ec\u30d9\u30eb\u30fb\u30d6\u30ed\u30c3\u30ad\u30f3\u30b0\u3001ACID\u6e96\u62e0\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u5bfe\u5fdc\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u306b\u306f\u3001ACID\u7279\u6027\u3068\u547c\u3070\u308c\u308b4\u3064\u306e\u7279\u6027\u304c\u3042\u308a\u3001Atomicity\uff08\u539f\u5b50\u6027\uff09\u3001Consistency\uff08\u4e00\u8cab\u6027\uff09\u3001Isolation\uff08\u72ec\u7acb\u6027\uff09\u3001Durability\uff08\u6c38\u7d9a\u6027\uff09\u306e\u982d\u6587\u5b57\u304b\u3089\u304d\u3066\u3044\u308b\u3002\u307e\u305f\u3001\u30de\u30eb\u30c1\u30d0\u30fc\u30b8\u30e7\u30f3\u540c\u6642\u5b9f\u884c\u5236\u5fa1\u3084\u5916\u90e8\u30ad\u30fc\u5b9f\u88c5\u306a\u3069\u306e\u5236\u7d04\u306b\u3088\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30b9\u30ca\u30c3\u30d7\u30b7\u30e7\u30c3\u30c8\u3084\u6574\u5408\u6027\u3092\u7dad\u6301\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002<\/li>\n<li><strong>GUI\u306e\u30b5\u30dd\u30fc\u30c8<\/strong>\u2500MySQL\u306b\u306f\u6570\u591a\u304f\u306eGUI\u30c4\u30fc\u30eb\u304c\u7528\u610f\u3055\u308c\u3066\u304a\u308a\u3001\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u30c4\u30fc\u30eb\u306e\u4f5c\u6210\u3001\u8a2d\u8a08\u3001\u7ba1\u7406\u306e\u4f5c\u696d\u3092\u7c21\u7d20\u5316\u3057\u3066\u3001\u6642\u9593\u3092\u7bc0\u7d04\u3067\u304d\u308b\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u8a2d\u8a08\u8005\u3001\u7ba1\u7406\u8005\u3001\u958b\u767a\u8005\u306f\u3001GUI\u30c4\u30fc\u30eb\u3067\u4f5c\u696d\u3092\u52b9\u7387\u5316\u3067\u304d\u308b\u3002<\/li>\n<li><strong>\u5236\u9650\u4e8b\u9805<\/strong>\u2500\u6c34\u5e73\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u5bb9\u6613\u3067\u306a\u3044\u3002\u4f55\u767e\u4e07\u3082\u306e\u8aad\u307f\u53d6\u308a\u307e\u305f\u306f\u66f8\u304d\u8fbc\u307f\u51e6\u7406\u304c\u3042\u308b\u5834\u5408\u306b\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u304c\u51fa\u308b\u307b\u304b\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u5171\u901a\u3059\u308b\u305d\u306e\u4ed6\u306e\u5236\u9650\u3082\u3002<\/li>\n<\/ul>\n<h4>MySQL\u306e\u4f7f\u7528\u65b9\u6cd5<\/h4>\n<p>MySQL\u306b\u306f20\u5e74\u4ee5\u4e0a\u306e\u6b74\u53f2\u304c\u3042\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u4e16\u754c\u4e2d\u306e\u4f01\u696d\u306b\u5229\u7528\u3055\u308c\u3066\u304d\u307e\u3057\u305f\u3002\u6b21\u306b\u3001\u4f7f\u7528\u4e8b\u4f8b\u3084MySQL\u3092\u4f7f\u7528\u3059\u308b\u4ee3\u8868\u7684\u306a\u4f01\u696d\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30b3\u30f3\u30c6\u30f3\u30c4\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3068\u30d6\u30ed\u30b0<\/li>\n<li>\u5546\u54c1\u70b9\u6570\u306e\u591a\u3044EC\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30ed\u30ae\u30f3\u30b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<li>\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9<\/li>\n<li>\u30cf\u30a4\u30a8\u30f3\u30c9\u306e\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u6c42\u3081\u3089\u308c\u308b\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\uff08Facebook\u3084Instagram\u306a\u3069\u306eSNS\uff09<\/li>\n<li>InnoDB\u3001MyISAM\u3001Memory\u3001CSV\u3001Merge\u3001Archive\u3001Blackhole\u3001Federated\u306a\u3069\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3<\/li>\n<li>LAMP\u30b9\u30bf\u30c3\u30af\uff08MySQL\u3092\u69cb\u6210\u8981\u7d20\u306e1\u3064\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u30a6\u30a7\u30d6\u958b\u767a\u7528\u306e\u6280\u8853\u30b9\u30bf\u30c3\u30af\u3067\u3001Linux\u3001<a href=\"https:\/\/kinsta.com\/jp\/blog\/nginx-vs-apache\/\">Apache<\/a>\u3001MySQL\u3001PHP\/Python\/Perl\u306e\u982d\u6587\u5b57\u3092\u3068\u3063\u305f\u3082\u306e\uff09<\/li>\n<li><a href=\"https:\/\/kinsta.com\/blog\/aws-vs-azure\/\">Microsoft Azure<\/a>\u3001Amazon EC2\u3001Oracle <a href=\"https:\/\/kinsta.com\/jp\/blog\/cloud-market-share\/\">Cloud<\/a>\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0<\/li>\n<\/ul>\n<p>Oracle Cloud\u306f\u3001MySQL\u3092\u30b5\u30fc\u30d3\u30b9\u306e\u4e00\u90e8\u3068\u3057\u3066\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u306fMySQL\u30b5\u30fc\u30d0\u30fc\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u5c55\u958b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30ed\u30fc\u30ab\u30eb\u30b5\u30fc\u30d0\u30fc\u3078\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u4e0d\u8981\u3067\u3059\u3002<\/p>\n<p>MySQL\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u6709\u540d\u306a\u4f01\u696d\u306b\u306f\u3001Airbnb\u3001NASA\u3001Sony\u3001YouTube\u3001Netflix\u3001Pinterest\u3001Drupal\u3001Joomla!\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u4ee5\u4e0b\u304c\u4ee3\u8868\u7684\u306a\u4f7f\u7528\u4e8b\u4f8b\u3067\u3059\u3002<\/p>\n<ul>\n<li><strong>Wikipedia<\/strong>\u2500\u4e16\u754c\u4e2d\u306b\u77e5\u8b58\u3092\u5e83\u3081\u308b\u7121\u6599\u767e\u79d1\u4e8b\u5178\u3002\u5897\u52a0\u3059\u308b\u30e6\u30fc\u30b6\u30fc\u6570\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5fc5\u8981\u3002MySQL\u306f\u30b3\u30f3\u30c6\u30f3\u30c4\u306e\u66f4\u65b0\u3001\u5897\u52a0\u3092\u7d9a\u3051\u308b\u30b3\u30f3\u30c6\u30f3\u30c4\u3084\u8a2a\u554f\u8005\u3078\u306e\u5bfe\u5fdc\u3001\u4f55\u5343\u3082\u306e\u9805\u76ee\u306e\u8ffd\u52a0\u3084\u7de8\u96c6\u306b\u8ca2\u732e\u3057\u3066\u3044\u308b\u3002<\/li>\n<li><strong>Twitter<\/strong>\u2500\u30c4\u30a4\u30fc\u30c8\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u4e00\u6642\u7684\u306a\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u304b\u3089T-bird\u3092\u4f7f\u7528\u3057\u3001\u3088\u308a\u5206\u6563\u3057\u305f\u65b9\u6cd5\u306b\u79fb\u884c\u3002T-bird\u306f\u3001MySQL\u3092\u63a1\u7528\u3059\u308bGizzard\u3067\u69cb\u7bc9\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<\/ul>\n<p>\u4e00\u6642\u7684\u306a\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306f\u8cbb\u7528\u304c\u5d69\u307f\u3001\u30c4\u30a4\u30fc\u30c8\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u306b\u3055\u3089\u306b\u591a\u304f\u306e\u30de\u30b7\u30f3\u304c\u5fc5\u8981\u3002\u3055\u3089\u306b\u306f\u3001\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u306e\u554f\u984c\u3082\u767a\u751f\u3057\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7ba1\u7406\u8005\u306e\u60a9\u307f\u306e\u7a2e\u306f\u5c3d\u304d\u307e\u305b\u3093\u3067\u3057\u305f\u3002T-bird\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308bMySQL\u306b\u79fb\u884c\u3057\u3066\u304b\u3089\u306f\u3001\u3053\u306e\u554f\u984c\u304c\u89e3\u6c7a\u3055\u308c\u307e\u3057\u305f\u3002<\/p>\n<p>\u4ee5\u4e0a\u304cMongoDB\u3068MySQL\u306b\u3064\u3044\u3066\u306e\u6982\u8981\u3067\u3059\u3002\u305d\u308c\u3067\u306f\u6b21\u306b\u3001MongoDB\u3068MySQL\u3092\u6bd4\u8f03\u3057\u3066\u3001\u3042\u306a\u305f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3069\u3061\u3089\u304c\u9069\u3057\u3066\u3044\u308b\u304b\u3092\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h2>MongoDB\u3068MySQL\u306e\u6bd4\u8f03<\/h2>\n<p>\u3053\u3053\u304b\u3089\u306f\u3001\u69d8\u3005\u306a\u8981\u7d20\u306b\u6ce8\u76ee\u3057\u3066\u3001MongoDB\u3068MySQL\u3092\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h3>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/h3>\n<figure id=\"attachment_109359\" aria-describedby=\"caption-attachment-109359\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDBvsMySQL_-Architecture.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109359\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDBvsMySQL_-Architecture.png\" alt=\"A side-by-side graph of MongoDB and MySQL, comparing the architecture of each with flowcharts for server, query client, and backup client\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109359\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/figcaption><\/figure>\n<p>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u306f\u3001\u30b7\u30b9\u30c6\u30e0\u306e\u57fa\u76e4\u3092\u5f62\u6210\u3057\u3001\u3059\u3079\u3066\u306e\u7279\u5fb4\u3084\u6a5f\u80fd\u3092\u5c0e\u5165\u3059\u308b\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u78ba\u7acb\u3059\u308b\u3082\u306e\u3067\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001MongoDB\u3068MySQL\u306e\u305d\u308c\u305e\u308c\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u7406\u89e3\u3057\u305f\u4e0a\u3067\u4e21\u8005\u3092\u6bd4\u8f03\u3059\u308c\u3070\u3001\u81ea\u5206\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3068\u3063\u3066\u3001\u3069\u3061\u3089\u304c\u3088\u308a\u826f\u3044\u9078\u629e\u80a2\u306b\u306a\u308b\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u3001\u8a2d\u8a08\u601d\u60f3\u3068\u3057\u3066Nexus\u306e\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6a5f\u80fd\u6027\u3092\u517c\u306d\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u53ef\u7528\u6027\u3001\u67d4\u8edf\u306a\u30b9\u30ad\u30fc\u30de\u3067\u3001\u6700\u65b0\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u3082\u6709\u7528\u3002\u8a2d\u8a08\u306e\u5909\u66f4\u3082\u7c21\u5358\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001<a href=\"https:\/\/kinsta.com\/blog\/aws-outage\/\">AWS<\/a>\u3001Azure\u3001Kubernetes\u306a\u3069\u306e\u4e3b\u8981\u306a\u958b\u767a\u74b0\u5883\u3001JavaScript\u3001Python\u306a\u3069\u306e\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3001Django\u306a\u3069\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u306b\u5bfe\u5fdc\u3057\u305f\u516c\u5f0f\u30c9\u30e9\u30a4\u30d0\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u308b\u306e\u3082MongoDB\u306a\u3089\u3067\u306f\u306e\u7279\u5fb4\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306f\u3001\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\/\u30b5\u30fc\u30d0\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u6700\u9069\u5316\u3059\u308b\u3053\u3068\u3067\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u516c\u5f0f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u306f\u3001SQL\u306e\u6e2c\u5b9a\u5024\u3092\u5fae\u8abf\u6574\u305b\u305a\u306b\u8a2d\u5b9a\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316\u3059\u308b\u30c6\u30af\u30cb\u30c3\u30af\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>\u4e21\u8005\u4e92\u89d2<\/p>\n<h3>\u30c7\u30fc\u30bf\u4fdd\u5b58\u5f62\u5f0f<\/h3>\n<figure id=\"attachment_109360\" aria-describedby=\"caption-attachment-109360\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Data-Storage-Format.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109360\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Data-Storage-Format.png\" alt=\"A side-by-side comparison of MongoDB and MySQL data storage format, showing MongoDB's in a vertical bulleted list and MySQL's in a 3x2 table\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109360\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u5f62\u5f0f<\/figcaption><\/figure>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u5f62\u5f0f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<pre><code>{\nAccount Number: 1234567890\nFirst Name: \"Jon\"\nLast Name: \"Doe\"\nBranch Name: \"Los Angeles\"\n}<\/code><\/pre>\n<p>JSON\u306e\u3088\u3046\u306a\u5f62\u5f0f\u3067\u3001\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u3092\u7c21\u5358\u306b\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u8ffd\u52a0\u3001\u524a\u9664\u3001\u5909\u66f4\u306b\u624b\u9593\u304c\u304b\u304b\u308a\u307e\u305b\u3093\u3002\u4e0a\u8a18\u306e\u4f8b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u6c7a\u307e\u3063\u305f\u30b9\u30ad\u30fc\u30de\u304c\u306a\u304f\u3001\u67d4\u8edf\u6027\u306e\u9ad8\u3055\u304c\u3046\u304b\u304c\u3048\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u5f62\u5f0f\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<div class=\"responsive-table\">\n<table>\n<thead>\n<tr>\n<th>\u30a2\u30ab\u30a6\u30f3\u30c8\u756a\u53f7<\/th>\n<th>\u540d\uff08\u30d5\u30a1\u30fc\u30b9\u30c8\u30cd\u30fc\u30e0\uff09<\/th>\n<th>\u59d3\uff08\u30e9\u30b9\u30c8\u30cd\u30fc\u30e0\uff09<\/th>\n<th>\u652f\u5e97\u540d<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>12345678901<\/td>\n<td>Jon<\/td>\n<td>Doe<\/td>\n<td>\u30ed\u30b5\u30f3\u30bc\u30eb\u30b9<\/td>\n<\/tr>\n<tr>\n<td>12345678902<\/td>\n<td>Jane<\/td>\n<td>Doe<\/td>\n<td>\u30b7\u30a2\u30c8\u30eb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u3053\u306e\u901a\u308a\u3001MySQL\u3067\u306f\u884c\u3068\u5217\u306e\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u304c\u6574\u7406\u3055\u308c\u307e\u3059\u3002MongoDB\u3068\u6bd4\u3079\u308b\u3068\u304b\u306a\u308a\u6574\u7136\u3068\u3057\u305f\u69cb\u9020\u3067\u3059\u3002\u884c\u3054\u3068\u306b\u5217\u304c\u3042\u308a\u3001\u5217\u3054\u3068\u306b\u884c\u304c\u3042\u308b\u8a2d\u8a08\u3067\u306a\u3044\u3068\u30b9\u30ad\u30fc\u30de\u306b\u9055\u53cd\u3057\u3066\u3057\u307e\u3046\u305f\u3081\u3001\u884c\u3084\u5217\u306e\u7de8\u96c6\u306f\u5bb9\u6613\u3067\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002\u5bfe\u7167\u7684\u306b\u3001MongoDB\u3067\u306f\u30c7\u30fc\u30bf\u306e\u4fee\u6b63\u304c\u5bb9\u6613\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001MongoDB\u3068MySQL\u3067\u306f\u3001\u7528\u8a9e\u306b\u82e5\u5e72\u306e\u9055\u3044\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<div class=\"responsive-table\">\n<table>\n<thead>\n<tr>\n<th>MongoDB<\/th>\n<th>MySQL<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3<\/td>\n<td>\u30c6\u30fc\u30d6\u30eb<\/td>\n<\/tr>\n<tr>\n<td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/td>\n<td>\u884c\u6570<\/td>\n<\/tr>\n<tr>\n<td>\u30d5\u30a3\u30fc\u30eb\u30c9<\/td>\n<td>\u30ab\u30e9\u30e0<\/td>\n<\/tr>\n<tr>\n<td>\u30ea\u30f3\u30af\u3068\u57cb\u3081\u8fbc\u307f<\/td>\n<td>\u7d50\u5408<\/td>\n<\/tr>\n<tr>\n<td>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0<\/td>\n<td>\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<tr>\n<td>\u30ec\u30d4\u30bb\u30c3\u30c8<\/td>\n<td>\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p><strong>\u52dd\u8005: <\/strong>MongoDB\uff08\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u304c\u5bb9\u6613\uff09<\/p>\n<h3>\u30b9\u30ad\u30fc\u30de\u306e\u67d4\u8edf\u6027<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u7528\u9014\u306b\u57fa\u3065\u3044\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8a2d\u8a08\u3084\u30b9\u30ad\u30fc\u30de\u3092\u67d4\u8edf\u306b\u5909\u66f4\u3067\u304d\u308b\u3082\u306e\u304c\u7406\u60f3\u7684\u3067\u3059\u3002\u67d4\u8edf\u6027\u306b\u6b20\u3051\u3066\u3044\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u8981\u4ef6\u306b\u5c11\u3057\u3067\u3082\u5909\u66f4\u304c\u751f\u3058\u305f\u969b\u306b\u975e\u5e38\u306b\u5384\u4ecb\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u6b21\u306b\u3001\u30b9\u30ad\u30fc\u30de\u306e\u67d4\u8edf\u6027\u3092\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MySQL\u306f\u67d4\u8edf\u306a\u30b9\u30ad\u30fc\u30de\u3092\u6301\u3063\u3066\u304a\u308a\u3001\u7279\u306b\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5834\u5408\u306f\u3001\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u67d4\u8edf\u306b\u8a2d\u8a08\u3092\u5909\u66f4\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u7570\u306a\u308b\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u7d44\u307f\u5408\u308f\u305b\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30c7\u30fc\u30bf\u306e\u5909\u66f4\u4e2d\u306b\u30b7\u30b9\u30c6\u30e0\u304c\u30c0\u30a6\u30f3\u3059\u308b\u3053\u3068\u3082\u3042\u308a\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308b\u305f\u3081\u3001\u95a2\u4fc2\u6027\u306e\u306a\u3044\u8907\u6570\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u683c\u7d0d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff08\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306f\u30b9\u30ad\u30fc\u30de\u3092\u4efb\u610f\u306b\u8a2d\u5b9a\u3067\u304d\u308bJSON\u30e9\u30a4\u30af\u306a\u5f62\u5f0f\uff09\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3084\u7d50\u5408\u306e\u51e6\u7406\u304c\u306a\u3044\u305f\u3081\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u65b9\u6cd5\u306b\u5fdc\u3058\u3066\u3001\u983b\u7e41\u306b\u30b9\u30ad\u30fc\u30de\u3092\u6700\u9069\u5316\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u3067\u306f\u3001\u884c\u3084\u5217\u306e\u5f62\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u524d\u306b\u3001\u30ab\u30e9\u30e0\u3068\u30c6\u30fc\u30d6\u30eb\u3092\u660e\u78ba\u306b\u5b9a\u7fa9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u884c\u3068\u5217\u3067\u69cb\u6210\u3055\u308c\u3066\u3044\u308b\u305f\u3081\u3001MongoDB\u306e\u3088\u3046\u306a\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u4fdd\u5b58\u306f\u884c\u3048\u307e\u305b\u3093\u3002\u305d\u306e\u7d50\u679c\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3084\u958b\u767a\u4f5c\u696d\u3082\u9045\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3067\u3059\u304c\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30ad\u30fc\u30de\u304c\u6c7a\u307e\u3063\u3066\u3044\u308b\u5834\u5408\u306b\u306f\u3001MySQL\u3092\u9078\u3076\u306e\u304c\u6700\u9069\u3067\u3059\u3002\u4f55\u5ea6\u3082\u8a2d\u8a08\u3092\u5909\u66f4\u3057\u305f\u308a\u3001\u7121\u99c4\u306a\u6642\u9593\u3092\u8cbb\u3084\u3059\u3053\u3068\u306a\u304f\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3092\u4fdd\u3064\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u7528\u9014\u304c\u5909\u5316\u3059\u308b\u5834\u5408\u306b\u306f\u3001MongoDB\u3092\u4f7f\u7528\u3059\u308b\u306e\u304c\u5f97\u7b56\u3067\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MongoDB<\/p>\n<h3>\u4f7f\u7528\u3059\u308b\u30af\u30a8\u30ea\u8a00\u8a9e<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u4f7f\u3048\u308b\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u628a\u63e1\u3057\u3066\u304a\u304f\u3053\u3068\u3082\u5927\u5207\u3067\u3059\u3002\u4e8b\u524d\u306b\u77e5\u3063\u3066\u304a\u3051\u3070\u3001\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u306b\u6df7\u4e71\u3057\u305f\u308a\u3059\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u3001<a href=\"https:\/\/kinsta.com\/blog\/sql-injection\/\">SQL<\/a>\u306e\u4ee3\u308f\u308a\u306bMongoDB Query Language\uff08MQL\uff09\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002MQL\u306f\u8868\u73fe\u65b9\u6cd5\u306b\u5e45\u304c\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u4f5c\u6210\u3001\u8aad\u307f\u8fbc\u307f\u3001\u66f4\u65b0\u3001\u524a\u9664\u304c\u53ef\u80fd\u306aCRUD\u95a2\u6570\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u30c7\u30fc\u30bf\u96c6\u8a08\u3001\u5730\u7406\u7a7a\u9593\u30af\u30a8\u30ea\u3001\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u306a\u3069\u3082\u5bb9\u6613\u306b\u884c\u3048\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u3092\u8981\u6c42\u3059\u308b\u5834\u5408\u3001\u671f\u5f85\u3055\u308c\u308b\u7d50\u679c\u3068\u4e00\u81f4\u3059\u308b\u30d7\u30ed\u30d1\u30c6\u30a3\u3092\u6301\u3064\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u5b9a\u7fa9\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002\u3064\u307e\u308a\u3001<strong>db.collection.find()<\/strong>\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3059\u308b\u305f\u3081\u306e\u30af\u30a8\u30ea\u64cd\u4f5c\u304c\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u901a\u5e38\u3001MongoDB\u306f\u3001JSON\u3068\u30ea\u30f3\u30af\u3057\u305f\u6f14\u7b97\u5b50\u3092\u4f7f\u3063\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30d6\u30fc\u30eb\u6f14\u7b97\u5b50OR\u3084AND\u306e\u30af\u30a8\u30ea\u3082\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>MongoDB\u3067\u306f\u3001\u7d50\u5408\u306f\u4e00\u5207\u4f7f\u7528\u3055\u308c\u3066\u304a\u3089\u305a\u3001\u4ed6\u306e\u540c\u7b49\u306a\u6f14\u7b97\u5b50\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306f\u3001\u4ed6\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u540c\u69d8\u306bSQL\u3092\u4f7f\u7528\u3057\u3066\u304a\u308a\u3001\u7570\u306a\u308b\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u308a\u8fbc\u3080\u3053\u3068\u304c\u3067\u304d\u308b\u7d50\u5408\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u304c\u3001MySQL\u306e\u3088\u3046\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092 \u300c\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u300d\u305f\u3089\u3057\u3081\u308b\u8981\u7d20\u3067\u3059\u3002\u7d50\u5408\u6a5f\u80fd\u3092\u4f7f\u3048\u3070\u3001\u30af\u30a8\u30ea\u3067\u8907\u6570\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u30ea\u30f3\u30af\u3055\u305b\u308b\u3053\u3068\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>SQL\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u8a00\u8a9e\u304c\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u30c6\u30fc\u30d6\u30eb\u3092\u4f5c\u6210\u3001\u524a\u9664\u3001\u5909\u66f4\u3059\u308b\u30c7\u30fc\u30bf\u5b9a\u7fa9\u8a00\u8a9e\uff08DDL\uff09<\/li>\n<li>\u30b3\u30df\u30c3\u30c8\u3084\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u306a\u3069\u306e\u64cd\u4f5c\u3092\u884c\u3046\u30c7\u30fc\u30bf\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u8a00\u8a9e\uff08DTL\uff09<\/li>\n<li>\u884c\u306e\u633f\u5165\u3001\u524a\u9664\u3001\u66f4\u65b0\u306a\u3069\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3092\u6301\u3064\u30c7\u30fc\u30bf\u64cd\u4f5c\u8a00\u8a9e\uff08DML\uff09<\/li>\n<li>REVOKE\u3001GRANT\u30b3\u30de\u30f3\u30c9\u3092\u542b\u3080\u30c7\u30fc\u30bf\u5236\u5fa1\u8a00\u8a9e\uff08DCL\uff09<\/li>\n<\/ul>\n<p><strong>\u52dd\u8005:<\/strong> \u4e21\u8005\u4e92\u89d2<\/p>\n<h3>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u901f\u5ea6<\/h3>\n<figure id=\"attachment_109361\" aria-describedby=\"caption-attachment-109361\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Performance-and-Speed.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109361\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Performance-and-Speed.png\" alt=\"A side-by-side comparison of MongoDB and MySQL's performance and speed by showing the clock and increasing graph with an increasing arrow on both sides\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109361\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u901f\u5ea6<\/figcaption><\/figure>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9078\u3073\u306b\u304a\u3044\u3066\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u901f\u5ea6\u306f\u898b\u9003\u305b\u306a\u3044\u8981\u7d20\u3002\u3069\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u3069\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u671f\u5f85\u3067\u304d\u308b\u304b\u3092\u4e8b\u524d\u306b\u77e5\u3063\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u307e\u305f\u3001\u958b\u767a\u8005\u3084\u7ba1\u7406\u8005\u306e\u3088\u3046\u306a\u65e5\u3005\u591a\u5fd9\u306a\u8077\u7a2e\u3067\u3042\u308c\u3070\u3001\u6642\u9593\u30921\u79d2\u3082\u7121\u99c4\u306b\u3057\u305f\u304f\u7121\u3044\u306f\u305a\u3002<\/p>\n<p>\u751f\u7523\u6027\u3092\u9ad8\u3081\u308b\u305f\u3081\u3001\u512a\u308c\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u671f\u5f85\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u3073\u307e\u3057\u3087\u3046\u3002\u7d9a\u3051\u3066\u30012\u3064\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u901f\u5ea6\u3092\u6bd4\u8f03\u3057\u3066\u3044\u304d\u307e\u3059\u3002<\/p>\n<p>\u305d\u3046\u306f\u8a00\u3063\u3066\u3082\u3001MongoDB\u3068MySQL\u306f\u30c7\u30fc\u30bf\u4fdd\u5b58\u306e\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u53b3\u5bc6\u306b\u8a55\u4fa1\u3059\u308b\u3053\u3068\u306f\u3067\u304d\u307e\u305b\u3093\u3002SQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5834\u5408\u306f\u6a19\u6e96\u7684\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3067\u6bd4\u8f03\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u304c\u3001\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u540c\u3058\u3053\u3068\u3092\u3059\u308b\u306e\u306f\u96e3\u3057\u3044\u3068\u3053\u308d\u3067\u3059\u3002<\/p>\n<p>\u4eca\u56de\u306f\u3001MongoDB\u3068MySQL\u3092\u5171\u901a\u306e\u64cd\u4f5c\u306b\u57fa\u3065\u3044\u3066\u6bd4\u8f03\u3057\u3066\u3044\u304d\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u306e\u30b9\u30c8\u30ec\u30fc\u30b8\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u3068\u3063\u3066\u3044\u308b\u305f\u3081\u3001MySQL\u3088\u308a\u3082\u6bd4\u8f03\u7684\u9ad8\u901f\u306b\u52d5\u4f5c\u3057\u307e\u3059\u3002\u3064\u307e\u308a\u3001MongoDB\u306f\u30011\u3064\u306e\u30a8\u30f3\u30c6\u30a3\u30c6\u30a3\u306b\u5bfe\u3057\u30661\u3064\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u53d6\u308a\u3084\u66f8\u304d\u8fbc\u307f\u3092\u9ad8\u901f\u5316\u3057\u3066\u304f\u308c\u307e\u3059\u3002\u3053\u308c\u306b\u306f\u3001\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u6a5f\u80fd\u304c\u5927\u304d\u304f\u8ca2\u732e\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001JSON\u30e9\u30a4\u30af\u306a\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u30b9\u30c8\u30ec\u30fc\u30b8\u3092\u642d\u8f09\u3057\u3066\u3044\u308b\u304a\u304b\u3052\u3067\u3001\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u6271\u3046\u969b\u306b\u3082\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u5411\u4e0a\u3057\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001MongoDB\u306f\u7279\u5b9a\u306e\u30d9\u30f3\u30c0\u30fc\u306b\u4f9d\u5b58\u3059\u308b\u3053\u3068\u304c\u306a\u3044\u305f\u3081\u3001\u6e80\u8db3\u3067\u304d\u306a\u3044\u30b5\u30fc\u30d3\u30b9\u304c\u3042\u308c\u3070\u3001\u4ee3\u66ff\u30b5\u30fc\u30d3\u30b9\u3092\u7528\u3044\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u308b\u306a\u3069\u3001\u81ea\u7531\u5ea6\u304c\u9ad8\u3044\u306e\u3082\u7279\u5fb4\u3067\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306f\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3046\u969b\u306b\u3001\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u4f4e\u4e0b\u3059\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u30c6\u30fc\u30d6\u30eb\u3092\u6b63\u898f\u5316\u3057\u3066\u4fdd\u5b58\u3057\u3066\u3044\u308b\u306e\u304c\u539f\u56e0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u5909\u66f4\u30fb\u62bd\u51fa\u3059\u308b\u5834\u5408\u3001\u591a\u304f\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u7d4c\u7531\u3057\u3066\u30c7\u30fc\u30bf\u306e\u66f8\u304d\u8fbc\u307f\u3068\u8aad\u307f\u8fbc\u307f\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u305f\u3081\u3001\u30b5\u30fc\u30d0\u30fc\u306e\u8ca0\u8377\u304c\u9ad8\u307e\u308a\u3001\u7d50\u679c\u3068\u3057\u3066\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3057\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u306b\u95a2\u3057\u3066\u306f\u3001MySQL\u304c\u512a\u52e2\u3067\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30c7\u30fc\u30bf\u3092\u8ffd\u52a0\u3059\u308b\u306b\u306f\u3001\u660e\u78ba\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u304c\u5fc5\u8981\u306b\u306a\u308b\u305f\u3081\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u306f\u9069\u3057\u3066\u3044\u307e\u305b\u3093\u3002\u307e\u305f\u3001\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\u306b\u3082\u3001\u9069\u5207\u306a\u30b9\u30ad\u30fc\u30de\u306e\u8a2d\u8a08\u304c\u56f0\u96e3\u306b\u306a\u308b\u5834\u5408\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005:\u00a0 <\/strong>MongoDB<\/p>\n<h3>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/h3>\n<figure id=\"attachment_109362\" aria-describedby=\"caption-attachment-109362\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Security.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109362\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Security.png\" alt=\"Comparing Security for MongoDB and MySQL, by showing two punching hands opposite to each other and a security sign on the upper middle\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109362\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/figcaption><\/figure>\n<p>\u8fd1\u5e74\u3001\u4e16\u754c\u4e2d\u3067<a href=\"https:\/\/kinsta.com\/jp\/blog\/wordpress-captcha\/\">\u30b5\u30a4\u30d0\u30fc\u653b\u6483<\/a>\u304c\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306eMongoDB\u3068MySQL\u306e\u6bd4\u8f03\u306b\u304a\u3044\u3066\u3001\u5f53\u7136\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3082\u91cd\u8981\u306a\u57fa\u6e96\u306e1\u3064\u306b\u6319\u3052\u3089\u308c\u307e\u3059\u3002\u3069\u3061\u3089\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3059\u308b\u65b9\u304c\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3067\u304d\u308b\u304b\u3082\u62bc\u3055\u3048\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u30ed\u30fc\u30eb\u30d9\u30fc\u30b9\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u30e6\u30fc\u30b6\u30fc\u3084\u30c7\u30d0\u30a4\u30b9\u306b\u5bfe\u3057\u3066\u67d4\u8edf\u306a\u6a29\u9650\u3092\u8a2d\u5b9a\u3067\u304d\u307e\u3059\u3002\u3059\u3079\u3066\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u5f79\u5272\u3092\u6301\u3061\u3001\u305d\u308c\u306b\u57fa\u3065\u3044\u3066\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3084\u64cd\u4f5c\u306a\u3069\u7279\u5b9a\u306e\u6a29\u9650\u3092\u4ed8\u4e0e\u3057\u307e\u3059\uff08\u4f8b\u3048\u3070\u3001\u30b7\u30cb\u30a2\u30ec\u30d9\u30eb\u306e\u793e\u54e1\u304c\u9ad8\u3044\u6a29\u9650\u3092\u6301\u3066\u308b\u3088\u3046\u306b\u9ad8\u3044\u30af\u30ea\u30a2\u30e9\u30f3\u30b9\u30ec\u30d9\u30eb\u3092\u4e0e\u3048\u308b\u7b49\uff09\u3002<\/p>\n<p>\u3053\u308c\u306f\u3001\u4e0d\u6b63\u306a\u30e6\u30fc\u30b6\u30fc\u3084\u653b\u6483\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u60aa\u7528\u3092\u9632\u30501\u3064\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5f37\u5316\u7b56\u3068\u3057\u3066\u6a5f\u80fd\u3057\u307e\u3059\u3002\u307e\u305f\u3001<a href=\"https:\/\/kinsta.com\/jp\/blog\/tls-1-3\/\">TLS\uff08\u30c8\u30e9\u30f3\u30b9\u30dd\u30fc\u30c8\u30fb\u30ec\u30a4\u30e4\u30fc\u30fb\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\uff09<\/a>\u3001<a href=\"https:\/\/kinsta.com\/jp\/blog\/tls-vs-ssl\/\">SSL\uff08\u30bb\u30ad\u30e5\u30a2\u30fb\u30bd\u30b1\u30c3\u30c4\u30fb\u30ec\u30a4\u30e4\u30fc\uff09<\/a>\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u30d7\u30ed\u30c8\u30b3\u30eb\u3082\u4fc3\u9032\u3057\u3001\u9ad8\u3044\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u30de\u30b9\u30bf\u30fc\u30ad\u30fc\u3067\u6697\u53f7\u5316\u3055\u308c\u305f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30c7\u30fc\u30bf\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u66f8\u304d\u8fbc\u3080\u3053\u3068\u3067\u3001\u4fdd\u5b58\u72b6\u614b\u306e\u30c7\u30fc\u30bf\u3082\u6697\u53f7\u5316\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u3067\u306f\u3001\u6a29\u9650\u30d9\u30fc\u30b9\u306e\u30a2\u30af\u30bb\u30b9\u5236\u5fa1\u304c\u53ef\u80fd\u3067\u3059\u3002\u305d\u3057\u3066\u3001MongoDB\u306e\u3088\u3046\u306a\u6697\u53f7\u5316\u6a5f\u80fd\u3082\u3042\u308a\u3001\u8a8d\u53ef\u3001\u8a8d\u8a3c\u3001\u76e3\u67fb\u306a\u3069\u306e\u8a8d\u8a3c\u30e2\u30c7\u30eb\u3082\u540c\u69d8\u306b\u642d\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u30e6\u30fc\u30b6\u30fc\u306b\u5f79\u5272\u3084\u6a29\u9650\u3092\u4ed8\u4e0e\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3084\u64cd\u4f5c\u306b\u5bfe\u3057\u3066\u306e\u30a2\u30af\u30bb\u30b9\u3092\u5236\u5fa1\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001TLS\u3084SSL\u3092\u9069\u7528\u3059\u308c\u3070\u3001\u3055\u3089\u306b\u5b89\u5168\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3067\u306f\u3001\u30c7\u30e5\u30a2\u30eb\u30d1\u30b9\u30ef\u30fc\u30c9\u6a5f\u80fd\u3082\u767b\u5834\u3057\u3001\u30c7\u30fc\u30bf\u30a2\u30af\u30bb\u30b9\u306e\u5b89\u5168\u6027\u3092\u3088\u308a\u4e00\u5c64\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u95a2\u3057\u3066\u306f\u3001\u4e21\u8005\u3068\u3082\u4e92\u89d2\u306b\u601d\u3048\u307e\u3059\u304c\u3001\u512a\u308c\u305f\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3068\u4fe1\u983c\u6027\u3092\u6301\u3064\u5f37\u56fa\u306a\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u30b9\u30ad\u30fc\u30de\u3092\u8003\u616e\u3059\u308c\u3070\u3001MySQL\u306e\u65b9\u304c\u512a\u52e2\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL\uff08\u67d4\u8edf\u6027\u306b\u6b20\u3051\u308b\u3053\u3068\u304c\u60aa\u3044\u3053\u3068\u3068\u306f\u9650\u3089\u306a\u3044\uff09<\/p>\n<h3>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/h3>\n<figure id=\"attachment_109363\" aria-describedby=\"caption-attachment-109363\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Scalability.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109363\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Scalability.png\" alt=\"A side-by-side comparison of MongoDB and MySQL's scalability, by showing three persons working happily under MongoDB and a single person working on different screens under MySQL\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109363\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/figcaption><\/figure>\n<p>\u30e6\u30fc\u30b6\u30fc\u30d9\u30fc\u30b9\u3084\u30c8\u30e9\u30d5\u30a3\u30c3\u30af\u306e\u5897\u52a0\u306b\u3088\u3063\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u6210\u9577\u3059\u308c\u3070\u3001\u5897\u52a0\u3059\u308b\u9700\u8981\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u306a\u3051\u308c\u3070\u3001\u30af\u30e9\u30c3\u30b7\u30e5\u3001\u9045\u5ef6\u3001\u30b7\u30b9\u30c6\u30e0\u30c0\u30a6\u30f3\u306a\u3069\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e6\u30fc\u30b6\u30fc\u4f53\u9a13\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u304b\u306d\u307e\u305b\u3093\u3002\u305d\u306e\u3088\u3046\u306a\u30b7\u30b9\u30c6\u30e0\u306f\u6c7a\u3057\u3066\u597d\u307e\u3057\u304f\u306a\u304f\u3001\u4eca\u3059\u3050\u306b\u3067\u306f\u306a\u304f\u3066\u3082\u3001\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3078\u306e\u5207\u308a\u66ff\u3048\u3092\u691c\u8a0e\u3059\u308b\u3079\u304d\u3067\u3059\u3002<\/p>\n<p>\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306f\u91cd\u8981\u306a\u8981\u7d20\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9078\u629e\u3082\u95a2\u4fc2\u3057\u3066\u304d\u307e\u3059\u3002\u6b21\u306b\u3001MongoDB\u3068MySQL\u3092\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u89b3\u70b9\u304b\u3089\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u512a\u308c\u305f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u6301\u3063\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u304c\u3001\u6210\u9577\u4e2d\u306e\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3001CMS\u3001EC\u30b9\u30c8\u30a2\u306e\u591a\u304f\u3067\u4f7f\u7528\u3055\u308c\u3066\u3044\u308b\u6700\u5927\u306e\u7406\u7531\u306e1\u3064\u3067\u3059\u3002\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3068\u547c\u3070\u308c\u308b\u624b\u6cd5\u3092\u4f7f\u3063\u3066\u3001\u6c34\u5e73\u65b9\u5411\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b7\u30e3\u30fc\u30c9\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e00\u90e8\u3067\u8907\u6570\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3084\u30de\u30b7\u30f3\u306b\u30c7\u30fc\u30bf\u3092\u5206\u6563\u3055\u305b\u308b\u6280\u8853\u3067\u3059\u3002\u3088\u308a\u9ad8\u3044\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u306e\u904b\u7528\u3084\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6271\u3046\u30b7\u30b9\u30c6\u30e0\u306e\u5c0e\u5165\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u6301\u3061\u3001\u8981\u4ef6\u306b\u5fdc\u3058\u3066\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u30b5\u30fc\u30d0\u30fc\u3092\u8ffd\u52a0\u3057\u3066\u3044\u304f\u3053\u3068\u3067\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u30af\u30e9\u30b9\u30bf\u3092\u7c21\u5358\u306b\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u30ec\u30d7\u30ea\u30ab\u3092\u3001\u9ad8\u3044\u66f8\u304d\u8fbc\u307f\u30fb\u8aad\u307f\u53d6\u308a\u6027\u80fd\u3092\u6301\u3064\u30b7\u30e3\u30fc\u30c9\u578b\u30af\u30e9\u30b9\u30bf\u306b\u683c\u7d0d\u3057\u3001\u3042\u3089\u3086\u308b\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3084\u707d\u5bb3\u306a\u3069\u306e\u7dca\u6025\u4e8b\u614b\u3067\u3082\u3001\u30c7\u30fc\u30bf\u306e\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u78ba\u4fdd\u3057\u3066\u304f\u308c\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u8ca0\u8377\u3084\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u8907\u6570\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u3001\u9ad8\u4fa1\u3067\u9ad8\u6027\u80fd\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u304c\u5fc5\u8981\u306a\u30b5\u30fc\u30d0\u30fc\u3067\u5168\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306e\u3068\u6bd4\u3079\u308c\u3070\u3001\u8a00\u3046\u307e\u3067\u3082\u306a\u304f\u4f4e\u4e88\u7b97\u3067\u904b\u55b6\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u6a5f\u80fd\u306e\u3082\u30461\u3064\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u30c7\u30a3\u30b9\u30af\u5bb9\u91cf\u3092\u6700\u5927\u5316\u3057\u3001\u52d5\u7684\u306a\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u3092\u78ba\u4fdd\u3067\u304d\u308b\u70b9\u3067\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001MongoDB\u306b\u306f\u3001\u30ec\u30f3\u30b8\u578b\u306e\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3084\u30c7\u30fc\u30bf\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3001\u30af\u30a8\u30ea\u306e\u900f\u904e\u7684\u306a\u30eb\u30fc\u30c6\u30a3\u30f3\u30b0\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u81ea\u52d5\u7684\u306a\u5206\u6563\u306a\u3069\u306e\u6a5f\u80fd\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u3002\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u62e1\u5f35\u306b\u306f\u3001\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30ab\u306e\u4f5c\u6210\u3001\u307e\u305f\u306f\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306e2\u3064\u306e\u65b9\u6cd5\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u306b\u3088\u308b\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u540c\u671f\u30bf\u30a4\u30d7\u306b\u3088\u3063\u3066\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3068\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>\u6ce8\u76ee\u3059\u3079\u304d\u9055\u3044\u304c\u3001MySQL\u304c\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u884c\u3046\u306e\u306b\u5bfe\u3057\u3001MongoDB\u306f\u67d4\u8edf\u6027\u306e\u9ad8\u3044\u6c34\u5e73\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3092\u884c\u3046\u70b9\u3067\u3059\u3002\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u306f\u30011\u53f0\u306e\u30b5\u30fc\u30d0\u30fc\u3060\u3051\u3067CPU\u3084RAM\u306e\u30b9\u30da\u30c3\u30af\u3092\u4e0a\u3052\u3066\u3001\u4e0a\u9650\u3092\u6c7a\u3081\u3066\u8ca0\u8377\u3092\u9ad8\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u4ed5\u7d44\u307f\u3067\u3059\u3002<\/p>\n<p>\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306b\u306f\u3001\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u4f7f\u3048\u3070\u7c21\u5358\u3067\u3059\u3002\u8ffd\u52a0\u3067\u304d\u308b\u30ec\u30d7\u30ea\u30ab\u306e\u7dcf\u6570\u306b\u306f\u5236\u9650\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u8aad\u307f\u53d6\u308a\u5c02\u7528\u306e\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3057\u3001\u5225\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u8ffd\u52a0\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3053\u306e\u5236\u9650\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u5b9a\u671f\u7684\u306b\u8aad\u307f\u66f8\u304d\u3059\u308b\uff08\u3042\u308b\u3044\u306f\u66f8\u304d\u8fbc\u307f\u304c\u591a\u3044\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u5834\u5408\u306f\u3001\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>MySQL\u306b\u306f\u30de\u30eb\u30c1\u30e1\u30a4\u30f3\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5c0e\u5165\u3055\u308c\u3066\u3044\u307e\u3059\u304c\u3001MongoDB\u306e\u6a5f\u80fd\u306b\u6bd4\u3079\u308b\u3068\u305d\u306e\u5b9f\u88c5\u306f\u9650\u5b9a\u7684\u3067\u3059\u3002\u66f8\u304d\u8fbc\u307f\u30b9\u30b1\u30fc\u30eb\u3092\u5897\u3084\u3059\u3053\u3068\u306f\u3067\u304d\u307e\u3059\u304c\u3001\u5225\u3005\u306e\u30a2\u30d7\u30ea\u306e\u307f\u3067\u3001\u305d\u308c\u305e\u308c\u304c\u69d8\u3005\u306a\u30e1\u30a4\u30f3\u306b\u66f8\u304d\u8fbc\u307f\u3001\u62e1\u5f35\u6027\u3092\u78ba\u4fdd\u3059\u308b\u3068\u3044\u3063\u305f\u65b9\u6cd5\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001MySQL\u306b\u306f\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u6a19\u6e96\u7684\u306a\u5b9f\u88c5\u304c\u3042\u308a\u307e\u305b\u3093\u3002MySQL Fabric\uff08\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\uff09\u3068\u81ea\u52d5\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e2\u3064\u306e\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u304c\u3001\u591a\u304f\u306e\u554f\u984c\u3084\u5236\u9650\u304c\u3042\u308a\u3001\u4e00\u822c\u7684\u306b\u4f7f\u7528\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002Facebook\u306e\u3088\u3046\u306a\u4f01\u696d\u306f\u3001\u72ec\u81ea\u306e\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3092\u63a1\u7528\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3092\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306e\u305f\u3081\u306b\u6d3b\u7528\u3059\u308b\u5834\u5408\u306f\u3001\u30b7\u30e3\u30fc\u30c9\u30ad\u30fc\u3092\u9593\u9055\u3048\u308b\u3068\u30b7\u30b9\u30c6\u30e0\u306e\u67d4\u8edf\u6027\u304c\u5931\u308f\u308c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u305f\u3081\u3001\u5fc5\u305a\u6b63\u3057\u3044\u30ad\u30fc\u3092\u9078\u629e\u3057\u3066\u304f\u3060\u3055\u3044\u3002\u4f8b\u3048\u3070\u3001\u30b7\u30e3\u30fc\u30c9\u30ad\u30fc\u3092\u5909\u66f4\u3059\u308b\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30ce\u30fc\u30c9\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5f71\u97ff\u3092\u53ca\u307c\u3059\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u30b7\u30e3\u30fc\u30c9\u306e\u5909\u66f4\u304c\u4e0d\u5b8c\u5168\u306a\u5834\u5408\u306f\u3001\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u306a\u3069\u306e\u554f\u984c\u304c\u8868\u9762\u5316\u3059\u308b\u6050\u308c\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u3053\u306e\u3088\u3046\u306b\u3001MySQL\u3092\u4f7f\u7528\u3059\u308b\u969b\u306b\u306f\u3001\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4\u3084\u30c7\u30fc\u30bf\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u3001\u30b7\u30e3\u30fc\u30c9\u30ad\u30fc\u3001\u30ce\u30fc\u30c9\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9593\u306e\u30de\u30c3\u30d4\u30f3\u30b0\u306a\u3069\u306e\u8981\u7d20\u3092\u8003\u616e\u3057\u3001\u614e\u91cd\u306b\u6b63\u3057\u3044\u5224\u65ad\u3092\u4e0b\u3055\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MongoDB\u3002MySQL\u306b\u306f\u5236\u9650\u304c\u591a\u304f\u3001\u7279\u5b9a\u306e\u51e6\u7406\u304c\u6b63\u3057\u304f\u884c\u308f\u308c\u306a\u3044\u5834\u5408\u306f\u4e0d\u6574\u5408\u3084\u554f\u984c\u3092\u5f15\u304d\u8d77\u3053\u3059\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/p>\n<h3>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7279\u6027\u2500ACID\u3068BASE<\/h3>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u3076\u969b\u306b\u3001\u3082\u30461\u3064\u91cd\u8981\u306b\u306a\u308b\u8981\u7d20\u304c\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u7279\u6027\u3067\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u3069\u306e\u3088\u3046\u306b\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3001\u64cd\u4f5c\u3001\u6574\u7406\u3059\u308b\u304b\u3092\u6c7a\u5b9a\u3059\u308b\u305f\u3081\u306e\u30eb\u30fc\u30eb\u3067\u69cb\u6210\u3055\u308c\u307e\u3059\u3002<\/p>\n<p>\u4ee5\u4e0b\u306e2\u3064\u306e\u7279\u6027\u304c\u4e00\u822c\u7684\u3067\u3059\u3002<\/p>\n<ul>\n<li>ACID\uff08Atomic: \u539f\u5b50\u6027\u3001Consistent: \u4e00\u8cab\u6027\u3001Isolated: \u72ec\u7acb\u6027\u3001Durable: \u6c38\u7d9a\u6027\uff09<\/li>\n<li>BASE\uff08Basic Availability: \u57fa\u672c\u7684\u306a\u53ef\u7528\u6027\u3001Soft State: \u67d4\u8edf\u306a\u6574\u5408\u6027\u3001Eventual Consistent: \u6700\u7d42\u7684\u306a\u4e00\u8cab\u6027)<\/li>\n<\/ul>\n<p>CAP\uff08Consistency: \u4e00\u8cab\u6027\u3001Availability: \u53ef\u7528\u6027\u3001Partition: \u5206\u65ad\u8010\u6027\uff09\u5b9a\u7406\u306b\u3088\u308c\u3070\u3001\u5206\u65ad\u8010\u6027\u306e\u3042\u308b\u5206\u6563\u30b7\u30b9\u30c6\u30e0\u3001\u3064\u307e\u308a\u3001\u4e00\u6642\u7684\u306b\u901a\u4fe1\u304c\u9014\u5207\u308c\u3066\u3082\u6a5f\u80fd\u3057\u7d9a\u3051\u308b\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u3001\u53ef\u7528\u6027\u3068\u4e00\u8cab\u6027\u306e\u4e21\u7acb\u306f\u4e0d\u53ef\u80fd\u3068\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>ACID\u3068BASE\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u9055\u3044\u306f\u3001\u3053\u306e\u5236\u9650\u306e\u6271\u3044\u65b9\u306b\u3042\u308a\u307e\u3059\u3002ACID\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u3088\u308a\u6574\u5408\u6027\u306e\u3042\u308b\u30b7\u30b9\u30c6\u30e0\u3092\u6301\u3061\u3001BASE\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u53ef\u7528\u6027\u304c\u3088\u308a\u91cd\u8996\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u3067\u306f\u3001MongoDB\u3068MySQL\u306f\u3069\u306e\u7279\u6027\u306b\u6e96\u62e0\u3057\u3066\u3044\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306fBASE\u7279\u6027\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u5e38\u306b\u884c\u3048\u308b\u53ef\u7528\u6027\u3092\u4fdd\u8a3c\u3057\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u672c\u7684\u306a\u53ef\u7528\u6027<\/strong>\u2500\u5373\u6642\u306e\u4e00\u8cab\u6027\u3092\u5f37\u5236\u3059\u308b\u4ee3\u308f\u308a\u306b\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30af\u30e9\u30b9\u30bf\u5185\u306e\u7570\u306a\u308b\u30ce\u30fc\u30c9\u306b\u30c7\u30fc\u30bf\u3092\u8907\u88fd\u30fb\u5206\u6563\u3055\u305b\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u3092\u78ba\u4fdd\u3002<\/li>\n<li><strong>\u67d4\u8edf\u306a\u6574\u5408\u6027<\/strong>\u2500\u30c7\u30fc\u30bf\u5024\u306b\u306f\u5373\u6642\u306e\u6574\u5408\u6027\u304c\u306a\u304f\u3001\u6642\u9593\u306e\u7d4c\u904e\u306b\u4f34\u3044\u5909\u5316\u3059\u308b\u3053\u3068\u304c\u8003\u3048\u3089\u308c\u308b\u3002\u3053\u306e\u7279\u6027\u306f\u3001\u6574\u5408\u6027\u3092\u5f37\u5236\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6982\u5ff5\u3092\u8986\u3057\u3001\u305d\u306e\u6574\u5408\u6027\u306f\u958b\u767a\u8005\u306b\u59d4\u306d\u3089\u308c\u308b\u3002<\/li>\n<li><strong>\u6700\u7d42\u7684\u306a\u4e00\u8cab\u6027<\/strong>\u2500BASE\u3067\u306f\u5373\u6642\u306e\u6574\u5408\u6027\u306f\u5f37\u5236\u3055\u308c\u306a\u3044\u3082\u306e\u306e\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u5f37\u5236\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3002\u5f37\u5236\u3059\u308b\u5834\u5408\u3067\u3042\u3063\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306e\u8aad\u307f\u8fbc\u307f\u306f\u884c\u3048\u308b\u3002<\/li>\n<\/ul>\n<p>MongoDB\u4ee5\u5916\u306eBASE\u3092\u63a1\u7528\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001Redis\u3084Cassandra\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002BASE\u306f\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u5206\u6790\u304c\u5fc5\u8981\u306a\u5834\u5408\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n<p>\u30ab\u30b9\u30bf\u30de\u30fc\u30b5\u30fc\u30d3\u30b9\u3084\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u4f01\u696d\u306e\u5834\u5408\u306f\u3001SNS\u306e\u8abf\u67fb\u306b\u4fbf\u5229\u3067\u3001\u5927\u91cf\u306eSNS\u30d5\u30a3\u30fc\u30c9\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306fACID\u7279\u6027\u306b\u6e96\u62e0\u3057\u3066\u3044\u307e\u3059\u3002\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u6574\u5408\u6027\u3092\u4fdd\u8a3c\u3057\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\uff08DWH\uff09\u306e\u3088\u3046\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u5206\u6790\u51e6\u7406\u3084\u3001\u91d1\u878d\u6a5f\u95a2\u306e\u3088\u3046\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u3092\u6271\u3046\u30d3\u30b8\u30cd\u30b9\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u3042\u3089\u3086\u308b\u30b9\u30b1\u30fc\u30eb\u306e\u5c0f\u898f\u6a21\u306a\u540c\u6642\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u7ba1\u7406\u3059\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u5fc5\u8981\u306a\u4f01\u696d\u306b\u6709\u7528\u3067\u3059\u3002ACID\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u7279\u5fb4\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>\u539f\u5b50\u6027<\/strong>\u2500\u30c7\u30fc\u30bf\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5168\u4f53\u3067\u6709\u52b9\u3067\u3042\u308b\u3053\u3068\u3092\u4fdd\u8a3c\u3059\u308b\u305f\u3081\u3001\u3059\u3079\u3066\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306f\u3001\u9069\u5207\u306b\u5b9f\u884c\u3055\u308c\u308b\u304b\u3001\u307e\u305f\u306f\u5b8c\u5168\u306b\u505c\u6b62\u3057\u3001\u521d\u671f\u72b6\u614b\u306b\u623b\u308b\u3002<\/li>\n<li><strong>\u4e00\u8cab\u6027<\/strong>\u2500\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u69cb\u9020\u7684\u306a\u6574\u5408\u6027\u304c\u640d\u306a\u308f\u308c\u308b\u3053\u3068\u306f\u306a\u3044\u3002<\/li>\n<li><strong>\u72ec\u7acb\u6027<\/strong>\u2500\u51e6\u7406\u4e2d\u306b\u4ed6\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306b\u5e72\u6e09\u3055\u308c\u308b\u3053\u3068\u306f\u306a\u304f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u6574\u5408\u6027\u304c\u4fdd\u305f\u308c\u308b\u3002<\/li>\n<li><strong>\u6c38\u7d9a\u6027<\/strong>\u2500\u5b8c\u4e86\u3057\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306b\u95a2\u9023\u3059\u308b\u30c7\u30fc\u30bf\u306f\u3001\u96fb\u529b\u3084\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u304c\u505c\u6b62\u3057\u3066\u3082\u6301\u7d9a\u53ef\u80fd\u3002\u305f\u3068\u3048\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u5931\u6557\u3057\u3066\u3082\u3001\u30c7\u30fc\u30bf\u306b\u306f\u5f71\u97ff\u304c\u306a\u3044\u3002<\/li>\n<\/ul>\n<p>\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3068\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u4fdd\u8a3c\u3055\u308c\u308b\u3053\u3068\u304b\u3089\u3001\u91d1\u878d\u6a5f\u95a2\u306f\u5c02\u3089ACID\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002ACID\u306e\u539f\u5b50\u6027\u306b\u3088\u308a\u3001\u5b89\u5168\u306b\u9001\u91d1\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u3001\u4e2d\u65ad\u3055\u308c\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306f\u5373\u7d42\u4e86\u3055\u308c\u308b\u305f\u3081\u3001\u30a8\u30e9\u30fc\u3092\u9632\u3050\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>MySQL\u4ee5\u5916\u306eACID\u6e96\u62e0\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001PostgreSQL\u3001SQLite\u3001Oracle\u306a\u3069\u304c\u3042\u308a\u307e\u3059\u3002\u307e\u305f\u3001\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3082\u3001Apache CouchDB\u3084IBM Db2\u306a\u3069\u3001\u3042\u308b\u7a0b\u5ea6ACID\u306b\u6e96\u62e0\u3057\u305f\u3082\u306e\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<p>\u809d\u5fc3\u306a\u306e\u306f\u3001\u3069\u3061\u3089\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7279\u6027\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u304c\u3001\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3084\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3088\u3063\u3066\u512a\u52a3\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u660e\u78ba\u306a\u7b54\u3048\u306f\u3042\u308a\u307e\u305b\u3093\u3002ACID\u6e96\u62e0\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u305d\u306e\u69cb\u9020\u5316\u3055\u308c\u305f\u6027\u8cea\u304b\u3089\u3001\u6574\u5408\u6027\u3001\u4fe1\u983c\u6027\u3001\u4e88\u6e2c\u53ef\u80fd\u6027\u3092\u8981\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u4e00\u65b9\u3001BASE\u6e96\u62e0\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u9ad8\u3044\u67d4\u8edf\u6027\u3068\u5bb9\u6613\u306a\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3092\u91cd\u8996\u3059\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>\u4e21\u8005\u4e92\u89d2<\/p>\n<h3>\u4f7f\u3044\u3084\u3059\u3055<\/h3>\n<figure id=\"attachment_109364\" aria-describedby=\"caption-attachment-109364\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Ease-of-Use.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109364\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Ease-of-Use.png\" alt=\"A side-by-side comparison of MongoDB and MySQL ease of use, showing a girl working under MongoDB and a boy working with different tools under MySQL\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109364\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u4f7f\u3044\u3084\u3059\u3055<\/figcaption><\/figure>\n<p>\u305d\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u64cd\u4f5c\u6027\u3082\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u9078\u3073\u306b\u5927\u5207\u306a\u8981\u7d20\u3067\u3059\u3002\u4f7f\u3044\u3065\u3089\u3051\u308c\u3070\u5f53\u7136\u751f\u7523\u6027\u304c\u4f4e\u4e0b\u3057\u3001\u30ea\u30bd\u30fc\u30b9\u3068\u6642\u9593\u3092\u5272\u3044\u3066\u305d\u306e\u64cd\u4f5c\u3092\u7fd2\u5f97\u3057\u306a\u3051\u308c\u3070\u306a\u308a\u307e\u305b\u3093\u3002<\/p>\n<p>\u7d9a\u3044\u3066\u3001\u64cd\u4f5c\u6027\u306e\u89b3\u70b9\u304b\u3089\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306e\u30c7\u30fc\u30bf\u4fdd\u5b58\u4f5c\u696d\u306f\u975e\u5e38\u306b\u30b7\u30f3\u30d7\u30eb\u3067\u3001\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u8ab0\u3067\u3082\u7406\u89e3\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30fc\u30bf\u306f\u975e\u69cb\u9020\u5316\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u3067\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u306b\u4fdd\u5b58\u3055\u308c\u308b\u305f\u3081\u3001\u67d4\u8edf\u6027\u304c\u3042\u308a\u307e\u3059\u3002\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d7\u30ed\u3067\u306a\u3044\u958b\u767a\u8005\u3067\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002<\/p>\n<p>\u69d8\u3005\u306a\u30b9\u30ad\u30fc\u30de\u3092\u6301\u3064MongoDB\u306f\u3001MySQL\u306e\u3088\u3046\u306a\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6a5f\u80fd\u304c\u5fc5\u8981\u306a\u3044\u958b\u767a\u8005\u306e\u305f\u3081\u306b\u3001\u67d4\u8edf\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u69cb\u9020\u7684\u30b9\u30ad\u30fc\u30de\u306b\u4f9d\u5b58\u3057\u306a\u3044\u30a6\u30a7\u30d6\u30a2\u30d7\u30ea\u3092\u958b\u767a\u3059\u308b\u306e\u306b\u3082\u6709\u7528\u3067\u3059\u3002<\/p>\n<p>\u958b\u767a\u30c1\u30fc\u30e0\u306e\u5168\u54e1\u304cMongoDB\u306e\u3088\u3046\u306aNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u7cbe\u901a\u3059\u308b\u5fc5\u8981\u306f\u3042\u308a\u307e\u305b\u3093\u304c\u3001\u99b4\u67d3\u307f\u304c\u306a\u3044\u5834\u5408\u306b\u306f\u591a\u5c11\u306e\u5b66\u7fd2\u306f\u5fc5\u8981\u306b\u306a\u308a\u307e\u3059\u3002\u66f4\u65b0\u3001\u633f\u5165\u3001\u524a\u9664\u306a\u3069\u306e\u4e00\u90e8\u306e\u30af\u30a8\u30ea\u306f\u3001SQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u305d\u308c\u3068\u306f\u307e\u3063\u305f\u304f\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306f\u3001\u57fa\u672c\u7684\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u306e\u77e5\u8b58\u304c\u3042\u308c\u3070\u3001\u8ab0\u3067\u3082\u5bb9\u6613\u306b\u7406\u89e3\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b66\u7fd2\u3068\u64cd\u4f5c\u304c\u7c21\u5358\u3067\u3001\u521d\u3081\u3066\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306bMySQL\u3084\u305d\u306e\u4ed6\u306eSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u9078\u3070\u308c\u308b\u3053\u3068\u304c\u591a\u3044\u306e\u306f\u305d\u306e\u305f\u3081\u3067\u3059\u3002<\/p>\n<p>MySQL\u3092\u719f\u77e5\u3057\u3066\u3044\u306a\u304f\u3066\u3082\u3001\u4ed6\u306eSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u3063\u305f\u7d4c\u9a13\u304c\u3042\u308c\u3070\u3001\u6bd4\u8f03\u7684\u3059\u3050\u306b\u64cd\u4f5c\u3067\u304d\u308b\u306f\u305a\u3067\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001MySQL\u3001SQLite\u3001Oracle\u3001PostgreSQL\u306a\u3069\u306eSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u306f\u3001SELECT\u3084JOIN\u306a\u3069\u306e\u30af\u30a8\u30ea\u3092\u7c21\u5358\u306b\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u53b3\u5bc6\u3067\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u3068\u3001\u5927\u91cf\u306e\u30c6\u30fc\u30d6\u30eb\u3092\u6301\u3064\u30b9\u30ad\u30fc\u30de\u304c\u5fc5\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u306f\u3001MySQL\u304c\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u4e00\u6d41\u306e\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u5fc5\u8981\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u3001\u983b\u7e41\u306a\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3092\u4f34\u3046\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u958b\u767a\u306b\u3082\u304a\u52e7\u3081\u3067\u3059\u3002<\/p>\n<p>\u512a\u308c\u305f\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3084\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306e\u4fdd\u8a3c\u3001\u6574\u5408\u6027\u304c\u6c42\u3081\u3089\u308c\u308b\u9280\u884c\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u6a5f\u5bc6\u60c5\u5831\u3092\u542b\u3080\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4fdd\u5b58\u306b\u5f79\u7acb\u3064\u3067\u3057\u3087\u3046\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL\uff08\u3088\u308a\u30b7\u30f3\u30d7\u30eb\u3067\u7406\u8def\u6574\u7136\u3068\u3057\u305f\u69cb\u9020\uff09<\/p>\n<h3>\u5168\u6587\u691c\u7d22\u306e\u53ef\u7528\u6027<\/h3>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306b\u306f\u3001\u6700\u8fd1\u3001\u5168\u6587\u691c\u7d22\u6a5f\u80fd\u304c\u8ffd\u52a0\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u6587\u5b57\u5217\u306e\u914d\u5217\u306b\u7279\u5b9a\u306e\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30bf\u30a4\u30d7\u3092\u7528\u3044\u3066\u5b9f\u884c\u3055\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u7528\u8a9e\u691c\u7d22\u3068\u30d5\u30ec\u30fc\u30ba\u691c\u7d22\u3082\u53ef\u80fd\u3067\u3001\u8ab0\u3067\u3082\u7c21\u5358\u306b\u63a2\u3057\u3066\u3044\u308b\u3082\u306e\u3092\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u307e\u305f\u3001\u30d5\u30ec\u30fc\u30ba\u691c\u7d22\u3068\u7528\u8a9e\u691c\u7d22\u306e\u4e21\u65b9\u3092\u7528\u3044\u305f\u30d6\u30fc\u30ea\u30a2\u30f3\u691c\u7d22\u3082\u30b5\u30dd\u30fc\u30c8\u3002\u4e00\u5b9a\u306e\u5236\u9650\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u4f7f\u7528\u65b9\u6cd5\u306f\u975e\u5e38\u306b\u7c21\u5358\u3067\u3059\u3002\u306a\u304a\u3001\u5168\u6587\u691c\u7d22\u3092\u884c\u3046\u969b\u306b\u30b5\u30d6\u30bb\u30c3\u30c8\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u6307\u5b9a\u3059\u308b\u64cd\u4f5c\u306f\u3067\u304d\u307e\u305b\u3093\u3002\u4e00\u81f4\u3059\u308b\u3059\u3079\u3066\u306e\u30d5\u30a3\u30fc\u30eb\u30c9\u3092\u5bfe\u8c61\u306b\u3057\u3066\u7d50\u679c\u304c\u8868\u793a\u3055\u308c\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306b\u306f\u3001\u9577\u5e74\u3001\u5168\u6587\u691c\u7d22\u6a5f\u80fd\u304c\u5099\u308f\u3063\u3066\u3044\u307e\u3059\u3002\u7279\u5225\u306a\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u30bf\u30a4\u30d7\u304c\u4f7f\u7528\u3055\u308c\u3001\u30d5\u30ec\u30fc\u30ba\u691c\u7d22\u3001\u7528\u8a9e\u691c\u7d22\u3001\u30d6\u30fc\u30ea\u30a2\u30f3\u691c\u7d22\u3082\u3042\u308a\u3001\u30b9\u30e0\u30fc\u30ba\u306b\u691c\u7d22\u3092\u5b9f\u884c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u305f\u3060\u3057\u3001\u30af\u30e9\u30b9\u30bf\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u307e\u3060\u5168\u6587\u691c\u7d22\u6a5f\u80fd\u304c\u306a\u3044\u305f\u3081\u3001\u5236\u9650\u304c\u3042\u308b\u3068\u8a00\u3048\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MongoDB<\/p>\n<h3>\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/h3>\n<p>\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u91cd\u8981\u306a\u6a5f\u80fd\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u30b3\u30d4\u30fc\u3092\u4f5c\u3063\u3066\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d0\u30fc\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002\u30a2\u30d7\u30ea\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3084\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306e\u5411\u4e0a\u3060\u3051\u3067\u306a\u304f\u3001\u4e07\u304c\u4e00\u306b\u5099\u3048\u30d0\u30c3\u30af\u30a2\u30c3\u30d7\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002\u3055\u3089\u306b\u3001\u30c7\u30fc\u30bf\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3082\u52b9\u7387\u5316\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<p>MongoDB\u3068MySQL\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u6a5f\u80fd\u3092\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u306f\u3001\u30de\u30b9\u30bf\u30fc\/\u30b9\u30ec\u30fc\u30d6\u65b9\u5f0f\uff08\u30d7\u30e9\u30a4\u30de\u30ea\u3068\u30bb\u30ab\u30f3\u30c0\u30ea\uff09\u304c\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u8907\u6570\u306e\u30bb\u30ab\u30f3\u30c0\u30ea\u30ce\u30fc\u30c9\u304c\u5229\u7528\u3067\u304d\u3001\u5358\u4e00\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u3067\u5b9f\u884c\u3055\u308c\u308b\u64cd\u4f5c\u304c\u5236\u9650\u3055\u308c\u308b\u304b\u305f\u3061\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u30d7\u30e9\u30a4\u30de\u30ea\u3067\u306f\u66f8\u304d\u8fbc\u307f\u3068\u8aad\u307f\u51fa\u3057\u306e\u4e21\u65b9\u304c\u53ef\u80fd\u3067\u3042\u308a\u3001\u8aad\u307f\u51fa\u3057\u5c02\u7528\u306e\u30bb\u30ab\u30f3\u30c0\u30ea\u3084\u30b5\u30fc\u30d0\u30fc\u3092\u5165\u308c\u305f\u69cb\u6210\u3082\u53ef\u80fd\u3067\u3059\u3002\u30c7\u30fc\u30bf\u306f\u30d7\u30e9\u30a4\u30de\u30ea\u304b\u3089\u30bb\u30ab\u30f3\u30c0\u30ea\u3078\u975e\u540c\u671f\u3067\u8907\u88fd\u3055\u308c\u307e\u3059\u3002\u3053\u306e\u624b\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u901a\u5e38\u3088\u308a\u9ad8\u901f\u3067\u3059\u304c\u3001\u4fe1\u983c\u6027\u304c\u9ad8\u3044\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002<\/p>\n<p>MongoDB\u306e\u30d7\u30e9\u30a4\u30de\u30ea\/\u30bb\u30ab\u30f3\u30c0\u30ea\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u3082\u3068\u306b\u3001\u30c7\u30fc\u30bf\u306e\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u3092\u69cb\u6210\u3057\u3001\u5197\u9577\u6027\u3092\u4e0b\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30d7\u30e9\u30a4\u30de\u30ea\u3068\u30bb\u30ab\u30f3\u30c0\u30ea\u306e\u69cb\u6210\u3092\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u306b\u5909\u63db\u3059\u308b\u6a5f\u80fd\u304c\u3042\u308a\u307e\u3059\u3002\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u3092\u4f7f\u3046\u3068\u3001\u30c7\u30fc\u30bf\u306e\u69d8\u3005\u306a\u30b3\u30d4\u30fc\u3092\u4f5c\u6210\u3067\u304d\u3001\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u306e\u5404\u30e1\u30f3\u30d0\u30fc\u306b\u306f\u3001\u51e6\u7406\u4e2d\u306b\u30d7\u30e9\u30a4\u30de\u30ea\u304b\u30bb\u30ab\u30f3\u30c0\u30ea\u306e\u3069\u3061\u3089\u304b\u306e\u5f79\u5272\u304c\u5272\u308a\u5f53\u3066\u3089\u308c\u307e\u3059\u3002<\/p>\n<p>\u8aad\u307f\u53d6\u308a\u3084\u66f8\u304d\u8fbc\u307f\u306f\u3001\u30c7\u30d5\u30a9\u30eb\u30c8\u3067\u30d7\u30e9\u30a4\u30de\u30ea\u3067\u884c\u308f\u308c\u3001\u305d\u308c\u3092\u30bb\u30ab\u30f3\u30c0\u30ea\u306b\u8907\u88fd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u306f\u975e\u5e38\u306b\u5b89\u5b9a\u3057\u3066\u304a\u308a\u3001\u672c\u756a\u74b0\u5883\u3067\u306e\u4f7f\u7528\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u5358\u4e00\u306e\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u624b\u6cd5\u3092\u6301\u3064MongoDB\u3068\u306f\u7570\u306a\u308a\u3001MySQL\u3067\u306f\u3001\u975e\u540c\u671f\uff08\u30d7\u30e9\u30a4\u30de\u30ea\/\u30d7\u30e9\u30a4\u30de\u30ea\uff09\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3068\u6e96\u540c\u671f\uff08\u30d7\u30e9\u30a4\u30de\u30ea\/\u30bb\u30ab\u30f3\u30c0\u30ea\uff09\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e2\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002\u30de\u30eb\u30c1\u30bd\u30fc\u30b9\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u306f\u3001\u7c21\u5358\u306b\u5225\u3005\u306e\u30d7\u30e9\u30a4\u30de\u30ea\u304b\u3089\u4e26\u884c\u3057\u3066\u30c7\u30fc\u30bf\u3092\u8907\u88fd\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u975e\u540c\u671f\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306f\u6e96\u540c\u671f\u3068\u4f3c\u305f\u52d5\u4f5c\u3092\u3057\u307e\u3059\u304c\u3001\u4e21\u65b9\u306e\u30ce\u30fc\u30c9\u304c\u540c\u6642\u306b\u30ec\u30d7\u30ea\u30ab\u3067\u3042\u308a\u30d7\u30e9\u30a4\u30de\u30ea\u3067\u3042\u308b\u3068\u3044\u3046\u70b9\u3067\u7570\u306a\u308a\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u30ce\u30fc\u30c9\u9593\u306b\u5faa\u74b0\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304c\u5b58\u5728\u3059\u308b\u3053\u3068\u306b\u306a\u308a\u307e\u3059\u3002MySQL\u3067\u306f\u3001\u66f8\u304d\u8fbc\u307f\u3068\u8aad\u307f\u8fbc\u307f\u306e\u8981\u6c42\u3092\u53d7\u3051\u308b\u305f\u3081\u306b\u8907\u6570\u306e\u30d7\u30e9\u30a4\u30de\u30ea\u30ce\u30fc\u30c9\u3092\u7528\u610f\u3059\u308b\u3053\u3068\u304c\u53ef\u80fd\u3067\u3059\u3002\u307e\u305f\u3001\u5404\u30d7\u30e9\u30a4\u30de\u30ea\u306b\u5bfe\u3057\u3066\u30bb\u30ab\u30f3\u30c0\u30ea\u3092\u8907\u6570\u6301\u3064\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u975e\u540c\u671f\u3092\u4f7f\u3046\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u8907\u6570\u306e\u30b5\u30a4\u30c8\u3067\u69cb\u6210\u3055\u308c\u308b\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u5168\u4f53\u306b\u30d7\u30e9\u30a4\u30de\u30ea\u3092\u5206\u6563\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u70b9\u3067\u3059\u3002\u975e\u540c\u671f\u306e\u69cb\u6210\u3067\u306f\u3001\u5404\u30e6\u30cb\u30c3\u30c8\u304c\u5b8c\u5168\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u6301\u3064\u305f\u3081\u3001\u8fd1\u5e74\u6c42\u3081\u3089\u308c\u308b\u8981\u4ef6\u306b\u9069\u3057\u3066\u3044\u308b\u3068\u8a00\u3048\u307e\u3059\u3002\u3064\u307e\u308a\u3001\u3044\u305a\u308c\u304b\u4e00\u3064\u304c\u6545\u969c\u3057\u3066\u3082\u3001\u4ed6\u3067\u30b5\u30fc\u30d3\u30b9\u3092\u5f15\u304d\u7d9a\u304d\u63d0\u4f9b\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u901a\u4fe1\u306e\u30ec\u30a4\u30c6\u30f3\u30b7\u304c\u767a\u751f\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>\u3053\u308c\u3068\u306f\u5225\u306b\u3001MySQL\u3067\u306f\u3001\u30de\u30eb\u30c1\u30e1\u30a4\u30f3\u30af\u30e9\u30b9\u30bf\u3084\u30b0\u30eb\u30fc\u30d7\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u4ed6\u306e\u624b\u6cd5\u3082\u4f7f\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL\uff08MongoDB\u306b\u6bd4\u3079\u3001\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u65b9\u6cd5\u3092\u8907\u6570\u5099\u3048\u3066\u3044\u308b\u305f\u3081\uff09<\/p>\n<h3>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316<\/h3>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30c7\u30fc\u30bf\u691c\u7d22\u306b\u4f7f\u3048\u307e\u3059\u3002\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316\u306f\u3001MongoDB\u3068MySQL\u306b\u5171\u901a\u3059\u308b\u6a5f\u80fd\u3067\u3059\u304c\u3001\u30a2\u30d7\u30ed\u30fc\u30c1\u304c\u7570\u306a\u308b\u305f\u3081\u3001\u4e21\u8005\u306e\u5229\u4fbf\u6027\u3092\u78ba\u8a8d\u3057\u3066\u304a\u304f\u3053\u3068\u304c\u91cd\u8981\u3067\u3059\u3002<\/p>\n<p>\u305d\u308c\u3067\u306f\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316\u306e\u89b3\u70b9\u304b\u3089\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u898b\u3064\u3051\u3089\u308c\u306a\u3044\u5834\u5408\u3001\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u5185\u306e\u5404\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u30b9\u30ad\u30e3\u30f3\u3057\u3066\u30af\u30a8\u30ea\u6587\u306b\u30de\u30c3\u30c1\u3059\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u898b\u3064\u3051\u306a\u3051\u308c\u3070\u306a\u3089\u305a\u3001\u3084\u3084\u9762\u5012\u3067\u3059\u3002\u307e\u305f\u3001\u683c\u7d0d\u3055\u308c\u308b\u30c7\u30fc\u30bf\u306e\u69cb\u9020\u304c\u6c7a\u307e\u3063\u3066\u3044\u306a\u3044\u305f\u3081\u3001\u4f59\u8a08\u306b\u6642\u9593\u304c\u304b\u304b\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u304c\u5b9a\u7fa9\u3055\u308c\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u691c\u7d22\u30a8\u30f3\u30b8\u30f3\u306f\u30c6\u30fc\u30d6\u30eb\u5168\u4f53\u306e\u30b9\u30ad\u30e3\u30f3\u3092\u958b\u59cb\u3057\u3001\u95a2\u9023\u3059\u308b\u30ec\u30b3\u30fc\u30c9\u304c\u691c\u51fa\u3055\u308c\u307e\u3059\u3002\u6574\u7136\u3068\u3057\u305f\u69cb\u9020\u3092\u6301\u3064\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308b\u305f\u3081\u3001\u691c\u7d22\u30af\u30a8\u30ea\u304c\u52b9\u7387\u7684\u306b\u5b9f\u884c\u3055\u308c\u3001MongoDB\u3088\u308a\u3082\u7d20\u65e9\u304f\u7d50\u679c\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL<\/p>\n<h3>\u8a00\u8a9e\u30c9\u30e9\u30a4\u30d0<\/h3>\n<h4>MongoDB<\/h4>\n<p>\u5236\u9650\u306f\u307b\u3068\u3093\u3069\u3042\u308a\u307e\u305b\u3093\u3002MongoDB\u306e\u30c9\u30e9\u30a4\u30d0\u3068API\u306f\u3001\u4f7f\u7528\u3059\u308b\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u306b\u30cd\u30a4\u30c6\u30a3\u30d6\u3067\u6e96\u62e0\u3057\u3066\u3044\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306f\u3001\u8907\u6570\u306eSQL\u6a5f\u80fd\u304c\u91cd\u306a\u3063\u3066\u304a\u308a\u3001JSON\u30c7\u30fc\u30bf\u3092\u6271\u3046\u6a5f\u80fd\u306f\u9650\u3089\u308c\u307e\u3059\u3002\u307e\u305f\u3001\u591a\u304f\u306e\u5236\u9650\u304c\u3042\u308b\u305f\u3081\u3001\u5927\u304d\u306a\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u3092\u4f34\u3046\u53ef\u80fd\u6027\u304c\u3042\u308a\u3001\u7dbf\u5bc6\u306a\u8a08\u753b\u3068\u5b9f\u884c\u304c\u5fc5\u9808\u3067\u3059\u3002\u6163\u7528\u7684\u306aAPI\u3092\u4f7f\u3063\u3066\u306e\u4f5c\u696d\u304c\u6c42\u3081\u3089\u308c\u308b\u5834\u5408\u306b\u306f\u3001\u7279\u306b\u9762\u5012\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MongoDB<\/p>\n<h3>\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8<\/h3>\n<p>\u521d\u5fc3\u8005\u3067\u3042\u3063\u3066\u3082\u3001\u719f\u7df4\u3057\u305f\u958b\u767a\u8005\u3067\u3042\u3063\u3066\u3082\u3001\u554f\u984c\u306b\u76f4\u9762\u3059\u308b\u53ef\u80fd\u6027\u306f\u5e38\u306b\u3042\u308a\u307e\u3059\u3002\u305d\u3093\u306a\u6642\u306b\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u958b\u767a\u8005\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u3092\u6d3b\u7528\u3057\u307e\u3057\u3087\u3046\u3002\u4ed6\u306e\u958b\u767a\u8005\u304b\u3089\u554f\u984c\u89e3\u6c7a\u306e\u30d2\u30f3\u30c8\u3092\u5f97\u305f\u308a\u3001\u5b66\u7fd2\u3084\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306b\u8ca2\u732e\u3059\u308b\u6a5f\u4f1a\u3092\u5f97\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>\u540c\u6642\u306b\u3001\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u3069\u306e\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u52d5\u4f5c\u3059\u308b\u306e\u304b\u3082\u77e5\u3063\u3066\u304a\u304d\u307e\u3057\u3087\u3046\u3002\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u8981\u4ef6\u3084\u4f7f\u7528\u3059\u308b\u305d\u306e\u4ed6\u306e\u6280\u8853\u306b\u57fa\u3065\u3044\u3066\u3001\u3069\u3061\u3089\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u629e\u3059\u3079\u304d\u304b\u304c\u898b\u3048\u3066\u304f\u308b\u306f\u305a\u3002<\/p>\n<p>\u3067\u306f\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8\u3068\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u306e\u89b3\u70b9\u304b\u3089\u4e21\u8005\u3092\u6bd4\u8f03\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u3001MongoDB Inc.\u304c\u6240\u6709\u30fb\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u3002MongoDB\u306fNoSQL\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001NoSQL\u30e6\u30fc\u30b6\u30fc\u306f\u73fe\u5728\u6025\u5897\u3057\u3066\u3044\u307e\u3059\u3002\u975e\u306e\u6253\u3061\u3069\u3053\u308d\u306e\u306a\u3044\u6a5f\u80fd\u3068\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3068\u3044\u3046\u7279\u6027\u306e\u304a\u304b\u3052\u3067\u3001\u983c\u308a\u306b\u306a\u308b\u5f37\u529b\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30d7\u30ed\u30a4\u306b\u3064\u3044\u3066\u306f\u3001MongoDB\u306fWindows\u3001Linux\u3001macOS\u3001FreeBSD\u3001Solaris\u306a\u3069\u69d8\u3005\u306aOS\u3067\u7c21\u5358\u306b\u4f7f\u7528\u30fb\u30c7\u30d7\u30ed\u30a4\u53ef\u80fd\u3067\u3001\u30a6\u30a7\u30d6\u3001\u30af\u30e9\u30a6\u30c9\u3001SaaS\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u306f\u3001\u73fe\u5728Oracle Corporation\u304c\u6240\u6709\u30fb\u7ba1\u7406\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u5f53\u521d\u306fSun Microsystems\u3001\u305d\u308c\u4ee5\u524d\u306fMySQL AB\u306e\u5098\u4e0b\u306b\u3042\u308a\u307e\u3057\u305f\u3002\u305d\u306e20\u5e74\u4ee5\u4e0a\u306e\u6b74\u53f2\u304b\u3089\u3001\u4e16\u754c\u4e2d\u306b\u5e45\u5e83\u3044\u30e6\u30fc\u30b6\u30fc\u5c64\u304c\u5b58\u5728\u3057\u3001\u305d\u306e\u7d50\u679c\u3001\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u30b5\u30dd\u30fc\u30c8\u306f\u5145\u5b9f\u3057\u3066\u3044\u307e\u3059\u3002MySQL\u306e\u5927\u304d\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u4e00\u54e1\u306b\u306a\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u95a2\u3059\u308b\u77e5\u8b58\u3092\u6df1\u3081\u3001\u5b66\u3073\u306a\u304c\u3089\u30b9\u30ad\u30eb\u3092\u78e8\u304f\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p>MySQL\u306f\u3001\u30c7\u30d7\u30ed\u30a4\u30e1\u30f3\u30c8\u3082\u7c21\u5358\u3067\u3059\u3002GitHub\u306b\u3042\u308b\u30bd\u30fc\u30b9\u30b3\u30fc\u30c9\u3092\u7528\u3044\u3066\u30d3\u30eb\u30c9\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002\u7279\u5225\u306a\u7de8\u96c6\u304c\u5fc5\u8981\u306a\u3044\u5834\u5408\u306f\u3001\u30d0\u30a4\u30ca\u30ea\u30d1\u30c3\u30b1\u30fc\u30b8\u304b\u3089\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p>MySQL\u306f\u3001MongoDB\u540c\u69d8\u3001\u30a6\u30a7\u30d6\u3001\u30af\u30e9\u30a6\u30c9\u3001SaaS\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u5229\u7528\u3067\u304d\u3001Windows\u3001macOS\u3001Linux\u3001Solaris\u3001FreeBSD\u306a\u3069\u8907\u6570\u306eOS\u306b\u5bfe\u5fdc\u3057\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001Microsoft Azure\u3001Oracle Cloud\u3001Amazon EC2\u306a\u3069\u306e\u30af\u30e9\u30a6\u30c9\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3082\u5b9f\u884c\u53ef\u80fd\u3067\u3059\u3002\u30d1\u30c3\u30b1\u30fc\u30b8\u30de\u30cd\u30fc\u30b8\u30e3\u3092\u4f7f\u7528\u3057\u3066MySQL\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u3055\u307e\u3056\u307e\u306aLinux\u30c7\u30a3\u30b9\u30c8\u30ea\u30d3\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u7c21\u5358\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff08\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u5f8c\u3001\u6700\u9069\u5316\u3068\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8a2d\u5b9a\u3092\u884c\u3046\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u3082\uff09\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL\uff08\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u898f\u6a21\u3001\u4f7f\u3044\u3084\u3059\u3055\u3001\u30c7\u30d7\u30ed\u30a4\u306e\u3057\u3084\u3059\u3055\u304b\u3089\uff09<\/p>\n<h3>\u5e02\u5834\u30b7\u30a7\u30a2\u3068\u4eba\u6c17<\/h3>\n<p>MongoDB\u3068MySQL\u306f\u3001\u3069\u3061\u3089\u3082\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u696d\u754c\u306e\u30d3\u30c3\u30b0\u30cd\u30fc\u30e0\u3002\u3067\u3059\u304c\u3001\u3069\u3061\u3089\u306e\u65b9\u304c\u4eba\u6c17\u304c\u3042\u308b\u306e\u3067\u3057\u3087\u3046\u304b\u3002\u305d\u3057\u3066\u305d\u306e\u4eba\u6c17\u306e\u79d8\u5bc6\u3068\u4e16\u754c\u5e02\u5834\u30b7\u30a7\u30a2\u3082\u307f\u3066\u3044\u304d\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u5727\u5012\u7684\u4eba\u6c17\u3092\u8a87\u308b\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5e02\u5834\u5168\u4f53\u3067\u3082\u9ad8\u3044\u8a55\u4fa1\u3092\u5f97\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>Datanyze\u306b\u3088\u308b\u3068\u3001<a href=\"https:\/\/www.datanyze.com\/market-share\/databases--272\/mongodb-market-share\">MongoDB\u306f\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5168\u4f53\u30677\u4f4d<\/a>\u3001\u5e02\u5834\u30b7\u30a7\u30a2\u306f4.5%\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u307e\u305f\u3001\u4e16\u754c\u4e2d\u306e7000\u4ee5\u4e0a\u306e\u4f01\u696d\u304cMongoDB\u3092\u4f7f\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u3082\u6ce8\u76ee\u306b\u5024\u3057\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_109365\" aria-describedby=\"caption-attachment-109365\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDB-Market-Share.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109365\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MongoDB-Market-Share.jpg\" alt=\"Showing MongoDB's market share by mentioning different values for different areas\" width=\"1200\" height=\"365\"><\/a><figcaption id=\"caption-attachment-109365\" class=\"wp-caption-text\">MongoDB\u306e\u5e02\u5834\u30b7\u30a7\u30a2<\/figcaption><\/figure>\n<p>\u305d\u306e\u4eba\u6c17\u306e\u79d8\u5bc6\u306f\u3001\u67d4\u8edf\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3002\u8fd1\u5e74\u9ad8\u307e\u308a\u3092\u898b\u305b\u308b\u30e6\u30fc\u30b6\u30fc\u306e\u9700\u8981\u3092\u6e80\u305f\u3059\u305f\u3081\u306b\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u958b\u767a\u8005\u304c\u6ce8\u76ee\u3057\u3066\u3044\u307e\u3059\u3002\u3053\u308c\u306b\u3088\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306e\u64cd\u4f5c\u3084\u30af\u30a8\u30ea\u306e\u5b9f\u884c\u3001\u6709\u7528\u306a\u60c5\u5831\u3092\u898b\u3064\u3051\u51fa\u3059\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308a\u307e\u3059\u3002<\/p>\n<p>\u3055\u3089\u306b\u3001GitHub\u306b\u306f17.7\u4e07\u4ee5\u4e0a\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u300192.3\u4e07\u4ee5\u4e0a\u306e\u30b3\u30df\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>MySQL\u3082\u3001\u4e16\u754c\u3067\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e1\u3064\u3067\u3059\u3002\u5358\u4f53\u3067\u4f7f\u3046\u3053\u3068\u3082\u3001MongoDB\u3084PostgreSQL\u306a\u3069\u306e\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u7d44\u307f\u5408\u308f\u305b\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u3082\u53ef\u80fd\u3067\u3059\u3002<\/p>\n<p><a href=\"https:\/\/www.statista.com\/statistics\/809750\/worldwide-popularity-ranking-database-management-systems\/\">Statista\u306e\u8abf\u67fb<\/a>\u306b\u3088\u308c\u3070\u30012021\u5e746\u6708\u306e\u6642\u70b9\u3067\u3001MySQL\u306fOracle\u306b\u6b21\u3044\u3067\u4e16\u754c\u30672\u756a\u76ee\u306b\u4eba\u6c17\u306e\u3042\u308bDBMS\u3067\u3059\u3002\u305d\u306e\u7406\u7531\u306f\u3044\u304f\u3064\u3082\u6319\u3052\u3089\u308c\u307e\u3059\u304c\u3001\u7aef\u7684\u306b\u8a00\u3048\u3070\u3001\u7121\u6599\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u3001\u512a\u308c\u305f\u6a5f\u80fd\u304c\u63c3\u3063\u3066\u3044\u308b\u70b9\u306b\u3042\u308a\u307e\u3059\u3002MySQL\u306f\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u53ef\u7528\u6027\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306b\u512a\u308c\u3066\u304a\u308a\u3001\u73fe\u4ee3\u306e\u30a6\u30a7\u30d6\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3068\u3046\u307e\u304f\u8abf\u548c\u3057\u307e\u3059\u3002\u3055\u3089\u306b\u3001\u5de8\u5927\u306a\u30aa\u30f3\u30e9\u30a4\u30f3\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u5b58\u5728\u3068\u64cd\u4f5c\u6027\u306e\u9ad8\u3055\u3082\u3001\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u3092\u9b45\u4e86\u3059\u308b\u79d8\u5bc6\u3067\u3059\u3002<\/p>\n<p>\u5225\u306e\u8abf\u67fb\u306b\u3088\u308b\u3068\u3001<a href=\"https:\/\/www.slintel.com\/tech\/relational-databases\/mysql-market-share\">MySQL\u306e\u5e02\u5834\u30b7\u30a7\u30a2<\/a>\u306f\u7d0446.83%\u3067\u300114.4\u4e07\u4eba\u4ee5\u4e0a\u304c\u73fe\u5728\u5229\u7528\u3057\u3066\u3044\u308b\u3053\u3068\u304c\u660e\u3089\u304b\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n<figure id=\"attachment_109367\" aria-describedby=\"caption-attachment-109367\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MySQL-Market-Share-1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109367\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/MySQL-Market-Share-1.jpg\" alt=\"Showing MySQL's Market Share by mentioning different values in a horizontal way for different areas\" width=\"1200\" height=\"359\"><\/a><figcaption id=\"caption-attachment-109367\" class=\"wp-caption-text\">MySQL\u306e\u5e02\u5834\u30b7\u30a7\u30a2<\/figcaption><\/figure>\n<p>\u3055\u3089\u306bMySQL\u306f\u3001GitHub\u4e0a\u306722.2\u4e07\u4ee5\u4e0a\u306e\u30ea\u30dd\u30b8\u30c8\u30ea\u3001700\u4e07\u4ee5\u4e0a\u306e\u30b3\u30df\u30c3\u30c8\u3092\u8a87\u308a\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>MySQL<\/p>\n<h2>\u7528\u9014<\/h2>\n<p>MongoDB\u3068MySQL\u3001\u3069\u3061\u3089\u306b\u3082\u3001\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u5f97\u610f\u3068\u4e0d\u5f97\u610f\u304c\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u3069\u3061\u3089\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u9078\u3076\u3079\u304d\u304b\u304c\u7570\u306a\u308a\u307e\u3059\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306f\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u3092\u9ad8\u3081\u305f\u3044\u5834\u5408\u3084\u3001\u9ad8\u901f\u304b\u3064\u81ea\u52d5\u3067\u30c7\u30fc\u30bf\u306e\u5fa9\u5143\u3092\u884c\u3044\u305f\u3044\u5834\u5408\u306b\u6709\u7528\u3067\u3059\u3002\u512a\u308c\u305f\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5f37\u307f\u3067\u3042\u308b\u3053\u3068\u304b\u3089\u3001\u9700\u8981\u304c\u9ad8\u307e\u3063\u3066\u3044\u308b\uff08\u307e\u305f\u306f\u305d\u308c\u304c\u4e88\u60f3\u3055\u308c\u308b\uff09\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30b5\u30a4\u30c8\u3092\u958b\u767a\u3059\u308b\u5834\u5408\u306b\u306f\u3001MongoDB\u306e\u4f7f\u7528\u3092\u691c\u8a0e\u3059\u308b\u3053\u3068\u3092\u304a\u52e7\u3081\u3057\u307e\u3059\u3002<\/p>\n<p>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u6301\u305f\u306a\u3044\u5c0f\u898f\u6a21\u306a\u4f01\u696d\u306e\u7ba1\u7406\u8005\u304cMongoDB\u3092\u30d5\u30eb\u6d3b\u7528\u3059\u308b\u3001\u3068\u3044\u3046\u30b7\u30ca\u30ea\u30aa\u3082\u8003\u3048\u3089\u308c\u307e\u3059\u3002\u305f\u3060\u3057\u3001\u9577\u671f\u7684\u306a\u6210\u9577\u3092\u76ee\u6307\u3059\u5834\u5408\u306f\u3001\u3053\u308c\u306f\u6c38\u7d9a\u7684\u306a\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002\u6982\u3057\u3066\u3001\u30b9\u30ad\u30fc\u30de\u306e\u79fb\u884c\u306b\u4f34\u3046\u8cbb\u7528\u3092\u524a\u6e1b\u3057\u305f\u3044\u5834\u5408\u306b\u3082\u3001MongoDB\u306f\u6709\u529b\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n<p>\u63d0\u4f9b\u30b5\u30fc\u30d3\u30b9\u306e\u591a\u304f\u3092\u30af\u30e9\u30a6\u30c9\u3067\u904b\u7528\u3057\u3066\u3044\u308b\u5834\u5408\u306b\u3082\u4fbf\u5229\u3067\u3059\u3002MongoDB\u306f\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306a\u3069\u306e\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5099\u3048\u305f\u69cb\u9020\u306b\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001\u6c34\u5e73\u65b9\u5411\u306e\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u4fca\u654f\u6027\u306e\u5b9f\u73fe\u306b\u3082\u5bfe\u5fdc\u3057\u3066\u304f\u308c\u307e\u3059\u3002<\/p>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306f\u3001\u4eca\u3059\u3050\u306b\u62e1\u5f35\u3059\u308b\u5fc5\u8981\u306e\u306a\u3044\u7acb\u3061\u4e0a\u3052\u6bb5\u968e\u306e\u30d9\u30f3\u30c1\u30e3\u30fc\u4f01\u696d\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u5c06\u6765\u7684\u306b\u3082\u3042\u307e\u308a\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u6c42\u3081\u3089\u308c\u306a\u3044\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u5834\u5408\u3082\u3001MySQL\u306e\u4f7f\u7528\u3092\u691c\u8a0e\u3059\u308b\u3068\u3044\u3044\u3067\u3057\u3087\u3046\u3002\u307e\u305f\u3001MySQL\u306f\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3084\u30e1\u30f3\u30c6\u30ca\u30f3\u30b9\u304c\u7c21\u5358\u3067\u3059\u3002<\/p>\n<p>\u3082\u3057\u304f\u306f\u3001\u69cb\u9020\u5316\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3001\u56fa\u5b9a\u306e\u30b9\u30ad\u30fc\u30de\u3092\u4f7f\u7528\u3057\u3001\u5c06\u6765\u7684\u306b\u5909\u66f4\u304c\u4e0d\u8981\u3067\u3042\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u3082\u304a\u52e7\u3081\u3067\u3059\u3002\u307e\u305f\u3001\u8cbb\u7528\u3092\u6291\u3048\u3064\u3064\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u304c\u6b32\u3057\u3044\u5834\u5408\u306b\u306f\u3001MySQL\u304c\u6709\u7528\u3067\u3059\u3002<\/p>\n<p>\u91d1\u878d\u696d\u754c\u3067\u306e\u5229\u7528\u3084\u3001\u9ad8\u3044\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7387\u3092\u4f34\u3046\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u69cb\u7bc9\u306b\u3082\u3001\u512a\u308c\u305f\u9078\u629e\u80a2\u3067\u3059\u3002\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u304c\u5f37\u307f\u306eMySQL\u3092\u4f7f\u7528\u3059\u308c\u3070\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30c7\u30fc\u30bf\u306e\u60aa\u7528\u3084\u30b5\u30a4\u30d0\u30fc\u653b\u6483\u3092\u3001\u52b9\u7387\u7684\u306b\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<p><strong>\u52dd\u8005: <\/strong>\u203b\u3069\u3061\u3089\u3082\u7570\u306a\u308b\u7528\u9014\u3067\u6709\u7528<\/p>\n<h2>\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<p>\u7d9a\u3044\u3066\u3001MongoDB\u3068MySQL\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3092\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>MongoDB\u306e\u30e1\u30ea\u30c3\u30c8\u306f\u3001\u4ee5\u4e0b\u306e\u901a\u308a\u3067\u3059\u3002<\/p>\n<ul>\n<li>\u9ad8\u3044\u9069\u5fdc\u6027\u3092\u6301\u3061\u3001\u5909\u5316\u3059\u308b\u696d\u52d9\u8981\u4ef6\u3084\u72b6\u6cc1\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u53ef\u80fd\u3002<\/li>\n<li>\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3084\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u304c\u7c21\u5358\u3002<\/li>\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u5185\u306e\u30af\u30a8\u30ea\u3084\u30ea\u30bf\u30fc\u30f3\u30d5\u30a3\u30fc\u30eb\u30c9\u304c\u4f7f\u7528\u53ef\u80fd\u3002<\/li>\n<li>\u30c7\u30fc\u30bf\u306e\u8907\u88fd\u6a5f\u80fd\u304c\u3042\u308a\u3001\u30b3\u30d4\u30fc\u304c\u4fdd\u5b58\u3055\u308c\u308b\u305f\u3081\u3001\u30c7\u30fc\u30bf\u306e\u640d\u5931\u304c\u306a\u3044\u3002<\/li>\n<li>\u6280\u8853\u30b9\u30bf\u30c3\u30af\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u30b5\u30a4\u30ba\u306e\u7570\u306a\u308b\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u30d5\u30a1\u30a4\u30eb\u3092\u4fdd\u5b58\u3002<\/li>\n<li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3057\u3066\u691c\u7d22\u6027\u80fd\u3092\u5411\u4e0a\u3002<\/li>\n<li>\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u3092\u5229\u7528\u3057\u3066\u30c7\u30fc\u30bf\u306e\u8907\u88fd\u3068\u30ed\u30fc\u30c9\u30d0\u30e9\u30f3\u30b7\u30f3\u30b0\u3092\u884c\u3046\u305f\u3081\u3001\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u306e\u969c\u5bb3\u6642\u306b\u3082\u52d5\u4f5c\u3002<\/li>\n<li>BASE\u7279\u6027\u306b\u6e96\u62e0\u3057\u3001\u9ad8\u3044\u30c7\u30fc\u30bf\u53ef\u7528\u6027\u3092\u5b9f\u73fe\u3002<\/li>\n<li>\u4f7f\u3044\u52dd\u624b\u304c\u826f\u3044\u3002<\/li>\n<\/ul>\n<p>\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li>\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u3068\u6bd4\u8f03\u3059\u308b\u3068BASE\u7279\u6027\u306f\u5f37\u529b\u3067\u306f\u306a\u3044\u3002<\/li>\n<li>\u30b9\u30c8\u30a2\u30c9\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u6a5f\u80fd\u304c\u306a\u304f\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u306f\u7570\u306a\u308a\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30ec\u30d9\u30eb\u3067\u30d3\u30b8\u30cd\u30b9\u30ed\u30b8\u30c3\u30af\u3092\u5b9f\u88c5\u3067\u304d\u306a\u3044\u3002<\/li>\n<li>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u304c\u8907\u96d1\u3001\u307e\u305f\u306f\u5b89\u5168\u3067\u306a\u3044\u5834\u5408\u304c\u3042\u308b\u3002<\/li>\n<li>\u6700\u521d\u306e\u5b66\u7fd2\u3068\u64cd\u4f5c\u306e\u7fd2\u5f97\u306b\u3084\u3084\u6642\u9593\u304c\u304b\u304b\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/li>\n<li>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u69cb\u6210\u306e\u8cea\u304c\u4f4e\u3044\u3002<\/li>\n<li>\u30e1\u30e2\u30ea\u6d88\u8cbb\u91cf\u304c\u591a\u304f\u3001JOIN\u3084\u30d3\u30eb\u30c8\u30a4\u30f3\u5206\u6790\u304c\u3067\u304d\u306a\u3044\u3002<\/li>\n<\/ul>\n<h4>MySQL<\/h4>\n<p>\u4e00\u65b9\u3001MySQL\u306b\u306f\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li>\u975e\u540c\u671f\u3001\u6e96\u540c\u671f\u3001\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3001\u30b0\u30eb\u30fc\u30d7\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u624b\u6cd5\u304c\u8907\u6570\u3042\u308b\u3002<\/li>\n<li>\u30e6\u30fc\u30b6\u30fc\u30d5\u30ec\u30f3\u30c9\u30ea\u30fc\u306a\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3067\u3001\u64cd\u4f5c\u30fb\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u7c21\u5358\u3002\u3055\u3089\u306b\u3001\u66f8\u7c4d\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30d6\u30ed\u30b0\u306a\u3069\u306e\u69d8\u3005\u306a\u30bd\u30fc\u30b9\u3092\u6d3b\u7528\u3059\u308c\u3070\u3001\u5b66\u7fd2\u3084\u554f\u984c\u89e3\u6c7a\u304c\u5bb9\u6613\u306b\u3002<\/li>\n<li>\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u304b\u3089\u64cd\u4f5c\u307e\u3067\u5168\u3066\u7ba1\u7406\u53ef\u80fd\u3002<\/li>\n<li>\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u306b\u95a2\u9023\u3059\u308b\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5c11\u306a\u3044\u3002<\/li>\n<li>\u5b89\u5168\u6027\u306e\u9ad8\u3044\u6a29\u9650\u30d9\u30fc\u30b9\u306e\u8a8d\u8a3c\u3092\u4f7f\u7528\u3002<\/li>\n<li>\u30b0\u30ed\u30fc\u30d0\u30eb\u306a\u30c7\u30fc\u30bf\u914d\u4fe1\u3084\u30ec\u30dd\u30fc\u30c8\u6a5f\u80fd\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u5f62\u3084\u898f\u6a21\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u5bfe\u5fdc\u53ef\u80fd\u3002<\/li>\n<li>\u983b\u7e41\u306b\u4f7f\u7528\u3059\u308b\u30c6\u30fc\u30d6\u30eb\u3092\u898b\u3064\u3051\u308b\u30e1\u30e2\u30ea\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u6a5f\u80fd\u304c\u3042\u308b\u3002<\/li>\n<\/ul>\n<p>\u30c7\u30e1\u30ea\u30c3\u30c8\u306f\u4ee5\u4e0b\u306e\u901a\u308a\u3002<\/p>\n<ul>\n<li>\u30b9\u30c8\u30a2\u30c9\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u306e\u30ad\u30e3\u30c3\u30b7\u30e5\u304c\u306a\u3044\u3002<\/li>\n<li>\u30b7\u30b9\u30c6\u30e0\u30ab\u30bf\u30ed\u30b0\u3092\u4f7f\u7528\u3057\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306f\u3001ACID\u7279\u6027\u306b\u6e96\u62e0\u3057\u3066\u3044\u306a\u3044\u3002<\/li>\n<li>\u30c8\u30ea\u30ac\u30fc\u307e\u305f\u306f\u30d7\u30ed\u30b7\u30fc\u30b8\u30e3\u7528\u306eMySQL\u30c6\u30fc\u30d6\u30eb\u306f\u3001\u307b\u3068\u3093\u3069\u304c\u4e8b\u524d\u306b\u30ed\u30c3\u30af\u3055\u308c\u3066\u3044\u308b\u3002<\/li>\n<li>\u30b7\u30b9\u30c6\u30e0\u30af\u30e9\u30c3\u30b7\u30e5\u3067\u30b7\u30b9\u30c6\u30e0\u30ab\u30bf\u30ed\u30b0\u5168\u4f53\u304c\u7834\u640d\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/li>\n<li>SQL\u306b\u5168\u9762\u7684\u306b\u4f9d\u5b58\u3002<\/li>\n<li>Python\u3084Java\u3068\u306e\u7d71\u5408\u306f\u30b5\u30dd\u30fc\u30c8\u3055\u308c\u3066\u3044\u306a\u3044\u3002<\/li>\n<\/ul>\n<p><strong>\u52dd\u8005: <\/strong>\u203b\u305d\u308c\u305e\u308c\u306b\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3042\u308a<\/p>\n<h2>\u5229\u7528\u30d7\u30e9\u30f3\u3068\u4fa1\u683c<\/h2>\n<p>MongoDB\u3068MySQL\u306f\u3001\u3069\u3061\u3089\u3082\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u3042\u308a\u3001\u7121\u6599\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u304c\u3001\u3055\u3089\u306b\u512a\u308c\u305f\u6a5f\u80fd\u304c\u642d\u8f09\u3055\u308c\u305f\u6709\u6599\u7248\u3082\u3042\u308a\u307e\u3059\u3002<\/p>\n<h4>MongoDB<\/h4>\n<p>\u7121\u6599\u3068\u6709\u6599\u306e\u4e21\u65b9\u306b\u3044\u304f\u3064\u304b\u306e\u30d7\u30e9\u30f3\u304c\u3042\u308a\u3001\u7121\u6599\u7248\u306f\u3001\u5171\u7528\u30af\u30e9\u30a6\u30c9\u4e0a\u306b\u5c55\u958b\u3059\u308b\u5c0f\u898f\u6a21\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306b\u304a\u52e7\u3081\u3067\u3059\u3002\u30d0\u30fc\u30b8\u30e7\u30f3\u306b\u306f\u4ee5\u4e0b\u306e3\u7a2e\u985e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>MongoDB Community Server<\/strong>\uff1a\u7121\u6599\uff08Windows\u3001OS X\u3001Linux\u3067\u4f7f\u7528\u53ef\uff09<\/li>\n<li><strong>MongoDB Enterprise Server<\/strong>\uff1a\u5546\u7528\u5229\u7528\u53ef\u80fd<\/li>\n<li><strong>MongoDB Atlas<\/strong>\uff1aGCP\u3001Azure\u3001AWS\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u3001\u30d5\u30eb\u30de\u30cd\u30fc\u30b8\u30c9\u578b\u306e\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u30af\u30e9\u30a6\u30c9\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/li>\n<\/ul>\n<p>\u307e\u305f\u3001\u30af\u30e9\u30a6\u30c9\u306e\u7a2e\u985e\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u57fa\u6e96\u3001\u30b9\u30c8\u30ec\u30fc\u30b8\u306e\u7a2e\u985e\u306b\u5fdc\u3058\u3066\u4ee5\u4e0b\u306e3\u3064\u306e\u30d7\u30e9\u30f3\u304b\u3089\u9078\u629e\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>Shared\uff08\u5171\u7528\uff09<\/strong>\uff1a\u7121\u6599<\/li>\n<li><strong>Dedicated\uff08\u5c02\u7528\uff09<\/strong>\uff1a57\u30c9\u30eb\uff0f\u6708\u304b\u3089<\/li>\n<li><strong>Serverless\uff08\u30b5\u30fc\u30d0\u30fc\u30ec\u30b9\uff09<\/strong>\uff1a\u8aad\u307f\u8fbc\u307f\u64cd\u4f5c\u6570100\u4e07\u56de\u306b\u3064\u304d0.30\u30c9\u30eb<\/li>\n<\/ul>\n<h4>MySQL<\/h4>\n<p>\u7121\u6599\u7248\u3068\u306f\u5225\u306b\u3001\u4ee5\u4e0b\u306e\u6709\u6599\u7248\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<ul>\n<li><strong>MySQL Standard Edition<\/strong>\uff1a2,000\u30c9\u30eb\uff0f\u5e74\u304b\u3089<\/li>\n<li><strong>MySQL Enterprise Edition<\/strong>\uff1a5,000\u30c9\u30eb\uff0f\u5e74\u304b\u3089<\/li>\n<li><strong>MySQL Cluster CGE<\/strong>\uff1a10,000\u30c9\u30eb\uff0f\u5e74\u304b\u3089<\/li>\n<\/ul>\n<p><strong>\u52dd\u8005: <\/strong>\u4e21\u8005\u4e92\u89d2<\/p>\n<h2>\u985e\u4f3c\u70b9\u3068\u76f8\u9055\u70b9<\/h2>\n<figure id=\"attachment_109368\" aria-describedby=\"caption-attachment-109368\" style=\"width: 1200px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Similarities.png\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-109368\" src=\"https:\/\/kinsta.com\/wp-content\/uploads\/2021\/11\/Similarities.png\" alt=\"A Venn diagram showing the similarity overlap between MongoDB and MySQL along with their logo\" width=\"1200\" height=\"400\"><\/a><figcaption id=\"caption-attachment-109368\" class=\"wp-caption-text\">MongoDB\u3068MySQL\u306e\u985e\u4f3c\u70b9<\/figcaption><\/figure>\n<p>MongoDB\u3068MySQL\u306e\u4e3b\u306a\u985e\u4f3c\u70b9\u306b\u306f\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n<h3>\u985e\u4f3c\u70b9<\/h3>\n<ul>\n<li>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u7121\u6599\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9<\/li>\n<li>\u5f37\u529b\u306a\u30af\u30a8\u30ea\u8a00\u8a9e\u3092\u4f7f\u7528<\/li>\n<li>\u30d5\u30ec\u30fc\u30ba\u691c\u7d22\u3068\u7528\u8a9e\u691c\u7d22\u306b\u3088\u308b\u5168\u6587\u691c\u7d22\u6a5f\u80fd<\/li>\n<li>\u30d5\u30ec\u30fc\u30ba\u691c\u7d22\u3084\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u306b\u3088\u308b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u691c\u7d22\u304c\u53ef\u80fd<\/li>\n<li>\u6570\u5343\u4eba\u306e\u6709\u8b58\u8005\u306b\u3088\u308b\u5f37\u529b\u306a\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u30b5\u30dd\u30fc\u30c8<\/li>\n<li>\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u6700\u9069\u5316<\/li>\n<li>\u30d7\u30e9\u30a4\u30de\u30ea\/\u30bb\u30ab\u30f3\u30c0\u30ea\u69cb\u6210\u306b\u3088\u308b\u30c7\u30fc\u30bf\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3<\/li>\n<\/ul>\n<h3>\u76f8\u9055\u70b9<\/h3>\n<p>\u4eca\u5ea6\u306f\u3001MongoDB\u3068MySQL\u306e\u9055\u3044\u3092\u307f\u3066\u307f\u307e\u3057\u3087\u3046\u3002<\/p>\n<div class=\"responsive-table\">\n<table>\n<thead>\n<tr>\n<th>\u9805\u76ee<\/th>\n<th>MongoDB<\/th>\n<th>MySQL<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u7a2e\u985e<\/td>\n<td>MongoDB Inc.\u304c\u958b\u767a\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\uff08NoSQL\uff09\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0<\/td>\n<td>MySQL AB\u304c\u958b\u767a\u3057\u3001\u73fe\u5728\u306fOracle\u6240\u6709\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08RDBMS\uff09<\/td>\n<\/tr>\n<tr>\n<td>\u69cb\u9020<\/td>\n<td>JSON\u30e9\u30a4\u30af\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3068\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3002\u30b9\u30ad\u30fc\u30de\u306f\u69d8\u3005\u3067\u3001\u4fee\u6b63\u3082\u5bb9\u6613\u3002<\/td>\n<td>\u884c\u3068\u5217\u3092\u6301\u3064\u8868\u5f62\u5f0f\u69cb\u9020\u3067\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3<\/td>\n<td>Nexus\u3092\u63a1\u7528\u3002\u67d4\u8edf\u6027\u3068\u53ef\u7528\u6027\u304c\u9ad8\u3044\u3002<\/td>\n<td>\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\/\u30b5\u30fc\u30d0\u30fc\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\uff08\u30b9\u30c8\u30ec\u30fc\u30b8\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u6700\u9069\u5316\u3001\u30de\u30eb\u30c1\u30b9\u30ec\u30c3\u30c9\uff09\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30b9\u30ad\u30fc\u30de\u306e\u67d4\u8edf\u6027<\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306e\u67d4\u8edf\u6027\u304c\u9ad8\u304f\u3001\u30c0\u30a6\u30f3\u306a\u3057\u3067\u8a2d\u8a08\u5909\u66f4\u304c\u7c21\u5358\u3002<\/td>\n<td>\u30b9\u30ad\u30fc\u30de\u306b\u67d4\u8edf\u6027\u304c\u306a\u304f\u3001\u5909\u66f4\u304c\u8907\u96d1\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30af\u30a8\u30ea\u8a00\u8a9e<\/td>\n<td>CRUD\u95a2\u6570\u3092\u5099\u3048\u305fMongoDB Query Language\uff08MQL\uff09\u3092\u4f7f\u7528\u3002\u8868\u73fe\u306e\u5e45\u304c\u5e83\u3044\u3002<\/td>\n<td>SQL\u3092\u4f7f\u7528\u3002\u7d50\u5408\u6a5f\u80fd\u3092\u4f7f\u3063\u3066\u4ed6\u306e\u30c6\u30fc\u30d6\u30eb\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53d6\u5f97\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u901f\u5ea6<\/td>\n<td>MySQL\u3088\u308a\u3082\u9ad8\u901f\u3002\u8fc5\u901f\u304b\u3064\u5bb9\u6613\u306a\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f\u304c\u53ef\u80fd\u3002<\/td>\n<td>\u8868\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3059\u308b\u305f\u3081\u3001\u5927\u5bb9\u91cf\u30c7\u30fc\u30bf\u306e\u51e6\u7406\u3067\u306fMongoDB\u3068\u6bd4\u3079\u308b\u3068\u9045\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/td>\n<td>\u6c7a\u307e\u3063\u305f\u69cb\u9020\u304c\u306a\u304f\u3001\u4e0d\u6574\u5408\u3084\u30c7\u30fc\u30bf\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u304c\u3042\u308b\u3002<\/td>\n<td>\u4e00\u8cab\u6027\u306e\u3042\u308b\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u6301\u3061\u3001\u9ad8\u3044\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u3092\u78ba\u4fdd\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u8a00\u8a9e\u30c9\u30e9\u30a4\u30d0<\/td>\n<td>\u958b\u767a\u8005\u5411\u3051\u306e\u5236\u9650\u304c\u5c11\u306a\u304f\u3001\u516c\u5f0f\u30c9\u30e9\u30a4\u30d0\u3084\u4f7f\u7528\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3068\u540c\u69d8\u306e<a href=\"https:\/\/kinsta.com\/blog\/wordpress-http-api\/\">API<\/a>\u3092\u30b5\u30dd\u30fc\u30c8\u3002<\/td>\n<td>SQL\u306e\u6a5f\u80fd\u304c\u591a\u6570\u91cd\u306a\u3063\u3066\u3044\u308b\u305f\u3081\u3001JSON\u3092\u6271\u3046\u6a5f\u80fd\u306f\u9650\u3089\u308c\u308b\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/td>\n<td>\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3002\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306b\u3088\u308b\u6c34\u5e73\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3002<\/td>\n<td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u306b\u5236\u9650\u3042\u308a\u3002\u30ea\u30fc\u30c9\u30ec\u30d7\u30ea\u30ab\u3084\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u7279\u6027<\/td>\n<td>BASE\u7279\u6027\u3002\u53ef\u7528\u6027\u304c\u9ad8\u3044\u3002<\/td>\n<td>ACID\u7279\u6027\u3002\u6574\u5408\u6027\u304c\u9ad8\u3044\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u4f7f\u3044\u3084\u3059\u3055<\/td>\n<td>\u30b7\u30f3\u30d7\u30eb\u3067\u7c21\u5358\u3002<\/td>\n<td>\u5b9a\u7fa9\u3055\u308c\u305f\u7406\u89e3\u3057\u3084\u3059\u3044\u69cb\u9020\u3067\u8ab0\u3067\u3082\u64cd\u4f5c\u304c\u7c21\u5358\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u8a9e<\/td>\n<td>\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3001\u30d5\u30a3\u30fc\u30eb\u30c9\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30ea\u30f3\u30af\u3001\u57cb\u3081\u8fbc\u307f\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8<\/td>\n<td>\u30c6\u30fc\u30d6\u30eb\u3001\u30ab\u30e9\u30e0\u3001\u30ec\u30b3\u30fc\u30c9\u3001\u30b8\u30e7\u30a4\u30f3<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<h2>MySQL\u304b\u3089MongoDB\u3078\u306e\u5207\u308a\u66ff\u3048<\/h2>\n<p>MongoDB\u306f\u3001MySQL\u306e\u4ee3\u308f\u308a\u306b\u306a\u308a\u5f97\u308b\u306e\u304b\u3002\u4e00\u8a00\u3067\u8a00\u3046\u306a\u3089\u3001\u306a\u308a\u5f97\u307e\u3059\u3002<\/p>\n<p>MySQL\u3092MongoDB\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u306f\u3001\u3042\u308b\u7279\u5b9a\u306e\u7528\u9014\u3084\u72b6\u6cc1\u306b\u304a\u3044\u3066\u306f\u8ce2\u660e\u306a\u5224\u65ad\u306b\u306a\u308a\u307e\u3059\u304c\u3001\u305d\u3046\u3067\u306a\u3051\u308c\u3070\u3001\u5f97\u7b56\u3068\u306f\u8a00\u3048\u307e\u305b\u3093\u3002\u5727\u5012\u7684\u306a\u67d4\u8edf\u6027\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u591a\u304f\u306e\u512a\u308c\u305f\u6a5f\u80fd\u306e\u304a\u304b\u3052\u3067\u3001MongoDB\u306f\u975e\u5e38\u306b\u9ad8\u901f\u3067\u3059\u3002<\/p>\n<p>eBay\u3084Twitter\u306e\u3088\u3046\u306a\u4e16\u754c\u7684\u306b\u6709\u540d\u306a\u4f01\u696d\u306f\u3001\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u7ba1\u7406\u306e\u8981\u4ef6\u3092\u6e80\u305f\u3059\u306e\u306bMongoDB\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002\u3057\u305f\u304c\u3063\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u5834\u5408\u306b\u306f\u3001MySQL\u304b\u3089MongoDB\u306b\u5207\u308a\u66ff\u3048\u308b\u306e\u304c\u5f97\u7b56\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002<\/p>\n<ul>\n<li>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408\uff08MySQL\u306f\u9069\u5207\u306a\u30b9\u30ad\u30fc\u30de\u304c\u306a\u3044\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u969b\u306b\u554f\u984c\u304c\u767a\u751f\u3059\u308b\u53ef\u80fd\u6027\u3042\u308a\uff09<\/li>\n<li>\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5316\u3067\u304d\u306a\u3044\u3088\u3046\u306a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5834\u5408<\/li>\n<li>\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3084\u30c7\u30fc\u30bf\u5206\u5272\u3092\u5bb9\u6613\u306b\u884c\u3044\u305f\u3044\u5834\u5408<\/li>\n<li>\u5e02\u5834\u4fa1\u5024\u306e\u4f4e\u3044\u91cd\u3044\u30c7\u30fc\u30bf\u3092\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u3067\u5c55\u958b\u3057\u305f\u3044\u5834\u5408<\/li>\n<\/ul>\n<p>\u91d1\u878d\u696d\u754c\u3084\u9280\u884c\u306e\u3088\u3046\u306a\u7528\u9014\u3067\u3001\u5b89\u5168\u306a\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u305f\u3044\u5834\u5408\u306b\u306f\u3001MySQL\u3092\u4f7f\u3044\u7d9a\u3051\u308b\u3053\u3068\u3092\u304a\u3059\u3059\u3081\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u3084\u5206\u6790\u7528\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u305f\u3044\u5834\u5408\u306b\u3082\u3001\u4ed6\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3068\u6bd4\u8f03\u3057\u3066MySQL\u306e\u65b9\u304c\u512a\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p>MongoDB\u3068MySQL\u306f\u3001\u4e92\u3044\u306b\u7570\u306a\u308b\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3068\u6a5f\u80fd\u3092\u6301\u3061\u3001\u305d\u308c\u305e\u308c\u5225\u306e\u7528\u9014\u3067\u30d9\u30b9\u30c8\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u5f97\u307e\u3059\u3002\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001\u4e21\u8005\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u3069\u306e\u3088\u3046\u306a\u7528\u9014\u306b\u3069\u3061\u3089\u304c\u9069\u3057\u3066\u3044\u308b\u306e\u304b\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3057\u305f\u3002<\/p>\n<p>\u7d50\u8ad6\u3068\u3057\u3066\u3001\u4e07\u80fd\u306a\u7b54\u3048\u306f\u306a\u304f\u3001MongoDB\u3068MySQL\u306e\u3069\u3061\u3089\u304c\u512a\u308c\u3066\u3044\u308b\u304b\u306f\u4e00\u6982\u306b\u6c7a\u3081\u3089\u308c\u307e\u305b\u3093\u3002\u6bd4\u8f03\u8981\u7d20\u3092\u5408\u7b97\u3057\u3066\u5f15\u304d\u5206\u3051\u3060\u3063\u305f\u3001\u3068\u3044\u3046\u308f\u3051\u3067\u306f\u306a\u304f\u3001\u7528\u9014\u306b\u3088\u3063\u3066\u4e21\u8005\u306e\u9069\u6b63\u5ea6\u304c\u7570\u306a\u308b\u3068\u3044\u3046\u3053\u3068\u3067\u3059\u3002<\/p>\n<p>MongoDB\u306f\u67d4\u8edf\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u304c\u5f37\u307f\u3067\u3059\u3002\u696d\u52d9\u8981\u4ef6\u304c\u5909\u5316\u3059\u308b\u30a2\u30d7\u30ea\u3084\u3001\u898f\u6a21\u3092\u62e1\u5927\u3057\u3066\u3044\u304f\u30a2\u30d7\u30ea\u306b\u5411\u3044\u3066\u3044\u307e\u3059\u3002\u4e00\u65b9\u3001MySQL\u306e\u5f37\u307f\u306f<a href=\"https:\/\/kinsta.com\/blog\/website-security-check\/\">\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3<\/a>\u3068\u4e00\u8cab\u6027\u306b\u3042\u308a\u307e\u3059\u3002\u305d\u306e\u305f\u3081\u3001\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u51e6\u7406\u3092\u4f34\u3046\u3082\u306e\u3084\u91d1\u878d\u7cfb\u306e\u30a2\u30d7\u30ea\u306a\u3069\u3001\u983b\u7e41\u306b\u30c7\u30fc\u30bf\u3092\u5909\u66f4\u3059\u308b\u5fc5\u8981\u306e\u306a\u3044\u7528\u9014\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n<p>MongoDB\u3068MySQL\u306e\u3069\u3061\u3089\u304b\u306b\u6c7a\u3081\u308b\u969b\u306b\u306f\u3001\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u5fc5\u8981\u306a\u8981\u7d20\u3068\u305d\u306e\u512a\u5148\u9806\u4f4d\u3092\u6574\u7406\u3057\u305f\u4e0a\u3067\u3001\u3088\u308a\u8981\u4ef6\u306b\u5408\u3046\u65b9\u3092\u9078\u3093\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n<p>MongoDB\u3068MySQL\u306b\u3064\u3044\u3066\u3001\u4f55\u304b\u3054\u4e0d\u660e\u70b9\u306f\u3054\u3056\u3044\u307e\u3059\u304b\uff1f\u4e0b\u306e\u30b3\u30e1\u30f3\u30c8\u6b04\u3067\u305c\u3072\u304a\u805e\u304b\u305b\u304f\u3060\u3055\u3044\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6570\u3042\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e2d\u3067\u3082\u3001MongoDB\u3068MySQ &#8230;<\/p>\n","protected":false},"author":164,"featured_media":36152,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_kinsta_gated_content":false,"_kinsta_gated_content_redirect":"","footnotes":""},"tags":[185,109,563],"topic":[790],"class_list":["post-36151","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-database","tag-mysql","tag-web-development-tools","topic-mysql-database"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.6 (Yoast SEO v24.6) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u3010\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u3011MongoDB\u3068MySQL\u306e\u9055\u3044<\/title>\n<meta name=\"description\" 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content=\"1460\" \/>\n\t<meta property=\"og:image:height\" content=\"730\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Durga Prasad Acharya\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:description\" content=\"\u73fe\u5728\u3001\u6570\u3005\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u304c\u5b58\u5728\u3057\u3066\u3044\u307e\u3059\u3002\u4eca\u56de\u306e\u8a18\u4e8b\u3067\u306f\u3001\u305d\u306e\u4e2d\u3067\u3082\u30c8\u30c3\u30d7\u30af\u30e9\u30b9\u3067\u3042\u308bMongoDB\u3068MySQL\u3092\u6bd4\u8f03\u3057\u3066\u3044\u304d\u307e\u3059\u3002\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/kinsta.com\/jp\/wp-content\/uploads\/sites\/6\/2022\/08\/mongodb-vs-mysql.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@Kinsta_JP\" \/>\n<meta name=\"twitter:site\" content=\"@Kinsta_JP\" \/>\n<meta name=\"twitter:label1\" 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