{"id":3126,"date":"2023-02-03T04:59:29","date_gmt":"2023-02-03T04:59:29","guid":{"rendered":"https:\/\/rfidunion.com\/?p=3126"},"modified":"2023-04-25T03:19:11","modified_gmt":"2023-04-25T03:19:11","slug":"best-big-data-databases-you-can-start-using-today","status":"publish","type":"post","link":"https:\/\/rfidunion.com\/ja\/applications\/best-big-data-databases-you-can-start-using-today.html","title":{"rendered":"2023 \u5e74\u306b\u30d9\u30b9\u30c8 17 \u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9"},"content":{"rendered":"<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u73fe\u5728\u307e\u305f\u306f\u5c06\u6765\u306e\u554f\u984c\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u8fc5\u901f\u306a\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u6700\u3082\u5f79\u7acb\u3064\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u304c\u6e80\u305f\u3055\u308c\u306a\u3044\u5834\u5408\u3001\u3069\u306e\u30c4\u30fc\u30eb\u304c\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u3092\u6700\u3082\u3088\u304f\u6e80\u305f\u3059\u304b\u3092\u8003\u3048\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c8\u30c3\u30d717\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u306f\uff1f<\/h2>\n\n\n\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u5206\u6790\u3067\u304d\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u3053\u3068\u3067\u3059\u3002 <strong>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u60c5\u5831\u306e\u91cf\u3092\u6307\u3057\u3001\u901a\u5e38\u306f\u30da\u30bf\u30d0\u30a4\u30c8\u5358\u4f4d\u3067\u6e2c\u5b9a\u3055\u308c\u307e\u3059 (1 \u30da\u30bf\u30d0\u30a4\u30c8 = 1,000 \u30c6\u30e9\u30d0\u30a4\u30c8)<\/strong>.\u30da\u30bf\u30d0\u30a4\u30c8\u306f 100 \u4e07\u30ae\u30ac\u30d0\u30a4\u30c8\u3001\u3064\u307e\u308a\u30c6\u30e9\u30d0\u30a4\u30c8\u306e 100 \u4e07\u500d\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u901a\u5e38\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u5e38\u306b\u4f55\u767e\u4e07\u3082\u306e\u7570\u306a\u308b\u7a2e\u985e\u306e\u30c7\u30fc\u30bf\u304c\u683c\u7d0d\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u3092\u610f\u5473\u3057\u307e\u3059 (\u5834\u5408\u306b\u3088\u3063\u3066\u306f\u30011 \u30da\u30bf\u30d0\u30a4\u30c8\u4ee5\u4e0a\u306e\u4fa1\u5024\u304c\u3042\u308b\u5834\u5408\u3082\u3042\u308a\u307e\u3059)\u3002<\/p>\n\n\n\n<h3>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5b9a\u7fa9<\/h3>\n\n\n\n<p>\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306b\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u542b\u3080\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u304c\u683c\u7d0d\u3055\u308c\u3066\u304a\u308a\u3001\u56fa\u5b9a\u30b9\u30ad\u30fc\u30de\u306f\u6700\u5c0f\u9650\u307e\u305f\u306f\u56fa\u5b9a\u3055\u308c\u3066\u3044\u307e\u305b\u3093\u3002\u3053\u308c\u3089\u306e\u975e\u5e38\u306b\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2\u3001\u30e2\u30ce\u306e\u30a4\u30f3\u30bf\u30fc\u30cd\u30c3\u30c8 (IoT) \u30c7\u30d0\u30a4\u30b9\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30bd\u30fc\u30b9\u304b\u3089\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u306e\u72b6\u614b <a rel=\"noreferrer noopener\" href=\"https:\/\/en.wikipedia.org\/wiki\/Big_data\" target=\"_blank\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u5b9a\u7fa9<\/a> \u3068\u3057\u3066\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-pullquote\"><blockquote><p><strong><em>\u300c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f\u3001\u30c7\u30fc\u30bf\u3092\u6271\u3046\u305f\u3081\u306b\u4e26\u5217\u30b3\u30f3\u30d4\u30e5\u30fc\u30c6\u30a3\u30f3\u30b0\u30c4\u30fc\u30eb\u304c\u5fc5\u8981\u3068\u3055\u308c\u308b\u3082\u306e\u3067\u3042\u308b\u300d\u3068\u3057\u3001\u300c\u3053\u308c\u306f\u3001\u4e26\u5217\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u7406\u8ad6\u306b\u3088\u3063\u3066\u3001\u4f7f\u7528\u3055\u308c\u308b\u30b3\u30f3\u30d4\u30e5\u30fc\u30bf\u30b5\u30a4\u30a8\u30f3\u30b9\u306b\u660e\u78ba\u3067\u660e\u78ba\u306a\u5909\u5316\u304c\u751f\u3058\u3001\u30b3\u30c3\u30c9\u306e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u4fdd\u8a3c\u3055\u308c\u305f\u6a5f\u80fd\u306e\u4e00\u90e8\u304c\u5931\u308f\u308c\u308b\u3053\u3068\u3092\u610f\u5473\u3059\u308b\u300d\u3068\u6307\u6458\u3057\u3066\u3044\u307e\u3059\u3002<\/em><\/strong><\/p><cite>- \u30d1\u30e9\u30b0\u30e9\u30d5\u306f\u30a6\u30a3\u30ad\u30da\u30c7\u30a3\u30a2\u3088\u308a\u5f15\u7528<\/cite><\/blockquote><\/figure>\n\n\n\n<p>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e3b\u306a\u7279\u5fb4\u306f\u6b21\u306e\u3068\u304a\u308a\u3067\u3059\u3002<\/p>\n\n\n\n<ul><li>\u5de8\u5927\u306a\u30b9\u30c8\u30ec\u30fc\u30b8\u5bb9\u91cf (\u30da\u30bf\u30d0\u30a4\u30c8) \u3068\u7c21\u5358\u306b\u62e1\u5f35\u3067\u304d\u308b\u6a5f\u80fd\u3002<\/li><li>\u67d4\u8edf\u6027\u3092\u6700\u5927\u5316\u3059\u308b\u305f\u3081\u306e\u56fa\u5b9a\u30b9\u30ad\u30fc\u30de\u307e\u305f\u306f\u6700\u5c0f\u9650\u306e\u30b9\u30ad\u30fc\u30de\u306f\u3042\u308a\u307e\u305b\u3093\u3002\u30c7\u30fc\u30bf \u30b9\u30ad\u30fc\u30de\u306f\u3001\u30c7\u30fc\u30bf\u304c\u683c\u7d0d\u3055\u308c\u308b\u306b\u3064\u308c\u3066\u9032\u5316\u3057\u307e\u3059\u3002<\/li><li>\u95a2\u4fc2\u3092\u5206\u6790\u3057\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf \u30bb\u30c3\u30c8\u304b\u3089\u6d1e\u5bdf\u3092\u5f97\u308b\u305f\u3081\u306b\u6700\u9069\u5316\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/li><li>\u591a\u304f\u306e\u5834\u5408\u3001Cassandra\u3001MongoDB\u3001Hadoop\/HDFS \u306a\u3069\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306b\u57fa\u3065\u3044\u3066\u3044\u307e\u3059\u3002<\/li><li>\u6b21\u306e\u3088\u3046\u306a\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u3001\u5927\u898f\u6a21\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u9ad8\u901f\u3067\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30b9\u30c8\u30ec\u30fc\u30b8\u3068\u691c\u7d22\u3092\u53ef\u80fd\u306b\u3057\u307e\u3059\u3002<ul><li>AdTech \u3068 Martech: \u5e83\u544a\u3068\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9 \u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li><li>\u30b5\u30a4\u30d0\u30fc\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3: \u5206\u6790\u7528\u306e\u30ed\u30b0\u3001\u30a2\u30e9\u30fc\u30c8\u3001\u304a\u3088\u3073\u30de\u30b7\u30f3 \u30c7\u30fc\u30bf<\/li><li>IoT: \u63a5\u7d9a\u3055\u308c\u305f\u30c7\u30d0\u30a4\u30b9\u3001\u30bb\u30f3\u30b5\u30fc\u3001\u30b7\u30b9\u30c6\u30e0\u3001\u304a\u3088\u3073\u6a5f\u5668\u304b\u3089\u306e\u30c7\u30fc\u30bf\u3092\u96c6\u7d04\u3057\u307e\u3059<\/li><li>\u30bd\u30fc\u30b7\u30e3\u30eb \u30e1\u30c7\u30a3\u30a2: \u6295\u7a3f\u3001\u30b3\u30e1\u30f3\u30c8\u3001\u3044\u3044\u306d\u3001\u5171\u6709\u3001\u305d\u306e\u4ed6\u306e\u30bd\u30fc\u30b7\u30e3\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af \u30c7\u30fc\u30bf<\/li><li>\u914d\u9001\/\u8f38\u9001: \u30eb\u30fc\u30c8\u3001\u5230\u7740\u4e88\u5b9a\u6642\u523b\u3001\u71c3\u6599\u4f7f\u7528\u91cf\u3001\u30ed\u30b8\u30b9\u30c6\u30a3\u30af\u30b9\u306a\u3069\u3092\u8ffd\u8de1\u3057\u307e\u3059<\/li><li>\u30e1\u30c7\u30a3\u30a2\/\u30a8\u30f3\u30bf\u30fc\u30c6\u30a4\u30e1\u30f3\u30c8: \u30b3\u30f3\u30c6\u30f3\u30c4\u3001\u30d3\u30e5\u30fc\u3001\u30b3\u30e1\u30f3\u30c8\u3001\u304a\u3059\u3059\u3081\u306e\u81a8\u5927\u306a\u30e9\u30a4\u30d6\u30e9\u30ea<\/li><li>\u5c0f\u58f2\/e \u30b3\u30de\u30fc\u30b9: \u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u3001\u30ab\u30bf\u30ed\u30b0\u3001\u4fa1\u683c\u8a2d\u5b9a\u3001\u5728\u5eab\u3001\u5927\u898f\u6a21\u306a\u9867\u5ba2<\/li><\/ul><\/li><\/ul>\n\n\n\n<h3>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u4f55\u3092\u3057\u307e\u3059\u304b?<\/h3>\n\n\n\n<p>\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf NoSQL \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u8981\u6c42\u306e\u53b3\u3057\u3044\u5206\u6790\u3068\u6d1e\u5bdf\u3092\u5927\u898f\u6a21\u306b\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u3001\u81a8\u5927\u306a\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u696d\u754c\u3084\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3067\u983b\u7e41\u306b\u4f7f\u7528\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>\u5c0f\u58f2<\/strong><\/p>\n\n\n\n<ul><li><strong>\u88fd\u54c1\u30ab\u30bf\u30ed\u30b0\uff1a<\/strong> \u8fc5\u901f\u3067\u5fdc\u7b54\u6027\u306e\u9ad8\u3044\u88fd\u54c1\u30c7\u30fc\u30bf\u306b\u3088\u308a\u3001\u9867\u5ba2\u306f\u9069\u5fdc\u53ef\u80fd\u306a\u30b9\u30ad\u30fc\u30de\u306b\u95a2\u4e0e\u3057\u7d9a\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><li><strong>\u30ab\u30b9\u30bf\u30de\u30fc 360:<\/strong> \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8\u3001\u884c\u52d5\u3001\u304a\u3088\u3073\u30a4\u30d9\u30f3\u30c8\u99c6\u52d5\u578b\u306e\u30c7\u30fc\u30bf\u3067\u9867\u5ba2\u30d7\u30ed\u30d5\u30a1\u30a4\u30eb\u3092\u5145\u5b9f\u3055\u305b\u307e\u3059\u3002<\/li><li><strong>\u30b7\u30e7\u30c3\u30d4\u30f3\u30b0\u30ab\u30fc\u30c8\uff1a<\/strong> \u30c1\u30e3\u30cd\u30eb\/\u30c7\u30d0\u30a4\u30b9\u5168\u4f53\u3067\u6c38\u7d9a\u7684\u306a\u30ab\u30fc\u30c8\u3092\u4f7f\u7528\u3057\u3066\u653e\u68c4\u3092\u6e1b\u3089\u3057\u3001\u8cfc\u5165\u30d1\u30bf\u30fc\u30f3\u3092\u8ffd\u8de1\u3057\u3066\u9867\u5ba2\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li><li><strong>\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3 \u30a8\u30f3\u30b8\u30f3:<\/strong> \u30b3\u30f3\u30c6\u30ad\u30b9\u30c8 \u30c7\u30fc\u30bf\u3068\u884c\u52d5\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u3066\u6a5f\u68b0\u5b66\u7fd2\u3092\u30d5\u30a3\u30fc\u30c9\u3057\u3001\u95a2\u9023\u3059\u308b\u30ec\u30b3\u30e1\u30f3\u30c7\u30fc\u30b7\u30e7\u30f3\u3067\u58f2\u308a\u4e0a\u3052\u3092\u4f38\u3070\u3057\u307e\u3059\u3002<\/li><li><strong>\u30ed\u30a4\u30e4\u30eb\u30c6\u30a3 \u30d7\u30ed\u30b0\u30e9\u30e0\u3068\u30d7\u30ed\u30e2\u30fc\u30b7\u30e7\u30f3:<\/strong> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306e\u30c7\u30fc\u30bf\u3068\u30bf\u30fc\u30b2\u30c3\u30c8\u3092\u7d5e\u3063\u305f\u5272\u5f15\/\u30a4\u30f3\u30bb\u30f3\u30c6\u30a3\u30d6\u306b\u3088\u308a\u3001\u30a8\u30f3\u30b2\u30fc\u30b8\u30e1\u30f3\u30c8\u3068\u5b9a\u7740\u7387\u3092\u5411\u4e0a\u3055\u305b\u307e\u3059\u3002<\/li><li><strong>\u53d7\u6ce8\u51e6\u7406\uff1a<\/strong> \u6ce8\u6587\u3092\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u3067\u8ffd\u8de1\u3057\u3001\u640d\u5931\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u3001\u6e80\u8db3\u5ea6\u3092\u9ad8\u3081\u307e\u3059\u3002<\/li><li><strong>\u5728\u5eab\u7ba1\u7406\uff1a<\/strong> \u5206\u6563\u578b\u5728\u5eab\u7ba1\u7406\u306b\u3088\u308a\u3001\u6700\u9069\u306a\u5728\u5eab\u3092\u7dad\u6301\u3057\u3001\u5728\u5eab\u5207\u308c\u306e\u901a\u77e5\u3092\u6700\u5c0f\u9650\u306b\u6291\u3048\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p><strong>\u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2<\/strong><\/p>\n\n\n\n<ul><li><strong>\u30e6\u30fc\u30b6\u30fc \u30d7\u30ed\u30d5\u30a3\u30fc\u30eb:<\/strong> \u76f8\u4e92\u63a5\u7d9a\u3055\u308c\u305f\u4f55\u5104\u3082\u306e\u30e6\u30fc\u30b6\u30fc\u306e\u5c5e\u6027\u3001\u8a2d\u5b9a\u3001\u30bf\u30b0\u3001\u8208\u5473\u3001\u5c65\u6b74\u3092\u4e00\u8cab\u3057\u305f\u4fe1\u983c\u6027\u306e\u9ad8\u3044\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3067\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li><li><strong>\u4f1a\u8a71:<\/strong> \u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u64cd\u4f5c\u3092\u4f7f\u7528\u3057\u3066\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u901a\u4fe1\u3001\u3088\u308a\u9ad8\u901f\u306a\u63a5\u7d9a\u3001\u304a\u3088\u3073\u6700\u5c0f\u9650\u306e\u30e9\u30b0\u3067\u512a\u308c\u305f\u30a8\u30af\u30b9\u30da\u30ea\u30a8\u30f3\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/li><li><strong>\u4f4d\u7f6e\u8ffd\u8de1:<\/strong> \u30e6\u30fc\u30b6\u30fc \u30c7\u30d0\u30a4\u30b9\u304b\u3089\u306e\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3 \u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u6d3b\u7528\u3057\u3066\u3001\u30ec\u30b9\u30dd\u30f3\u30b7\u30d6\u306a\u30ed\u30b1\u30fc\u30b7\u30e7\u30f3\u30d9\u30fc\u30b9\u306e\u30bd\u30fc\u30b7\u30e3\u30eb \u30a2\u30d7\u30ea\u3084\u30b2\u30fc\u30e0\u3092\u69cb\u7bc9\u3057\u307e\u3059\u3002<\/li><li><strong>\u30e1\u30c7\u30a3\u30a2\u8cc7\u7523:<\/strong> \u5199\u771f\u3001\u30d3\u30c7\u30aa\u3001\u30aa\u30fc\u30c7\u30a3\u30aa \u30d5\u30a1\u30a4\u30eb\u306a\u3069\u306e\u5927\u304d\u306a\u30d0\u30a4\u30ca\u30ea \u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u7528\u306e\u9ad8\u6027\u80fd\u30b9\u30c8\u30ec\u30fc\u30b8\u3002<\/li><\/ul>\n\n\n\n<p><strong>\u30a2\u30c9\u30c6\u30c3\u30af\u3068\u30de\u30fc\u30c6\u30c3\u30af<\/strong><\/p>\n\n\n\n<ul><li><strong>\u30d7\u30ec\u30b7\u30b8\u30e7\u30f3\u5e83\u544a\u30bf\u30fc\u30b2\u30c6\u30a3\u30f3\u30b0:<\/strong> \u500b\u4eba\u3084\u8996\u8074\u8005\u306b\u3068\u3063\u3066\u6700\u3082\u9b45\u529b\u7684\u306a\u30b3\u30f3\u30c6\u30f3\u30c4\u3092\u6c7a\u5b9a\u3059\u308b\u3053\u3068\u306b\u3088\u308a\u3001\u30a4\u30f3\u30d7\u30ec\u30c3\u30b7\u30e7\u30f3\u3001\u53ce\u76ca\u3001\u304a\u3088\u3073\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u306e\u76ee\u6a19\u306b\u57fa\u3065\u3044\u3066\u5927\u91cf\u306e\u5e83\u544a\u3092\u914d\u4fe1\u3057\u307e\u3059\u3002<\/li><li><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790:<\/strong> \u81a8\u5927\u306a\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0 \u30c7\u30fc\u30bf\u304b\u3089\u5b9f\u7528\u7684\u306a\u6d1e\u5bdf\u3092\u5f97\u3066\u3001\u52d5\u7684\u306a\u610f\u601d\u6c7a\u5b9a\u3092\u63a8\u9032\u3057\u307e\u3059\u3002<\/li><li><strong>\u6a5f\u68b0\u5b66\u7fd2:<\/strong> \u540c\u3058\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3068\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u3067\u904b\u7528\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3068\u5206\u6790\u30ef\u30fc\u30af\u30ed\u30fc\u30c9\u3092\u3059\u3070\u3084\u304f\u5b9f\u884c\u3057\u307e\u3059\u3002<\/li><li><strong>\u30e6\u30fc\u30b6\u30fc\u306e\u884c\u52d5\u3068\u5370\u8c61:<\/strong> \u30af\u30ea\u30c3\u30af\u30b9\u30c8\u30ea\u30fc\u30e0\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u30ad\u30e3\u30d7\u30c1\u30e3\u3057\u3066\u5206\u6790\u3057\u3001\u30bb\u30f3\u30c1\u30e1\u30f3\u30c8\u3092\u7406\u89e3\u3057\u3001\u50be\u5411\u3092\u7279\u5b9a\u3057\u3001\u30ad\u30e3\u30f3\u30da\u30fc\u30f3\u3092\u6700\u9069\u5316\u3057\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<h3>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 (RDBMS) \u3068\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 (\u975e RDBMS) \u306e\u6bd4\u8f03<\/h3>\n\n\n\n<p>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08RDBMS\uff09\u3068\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\uff08\u975eRDBMS\uff09\u306e\u4e3b\u306a\u9055\u3044\u3092\u8868\u306b\u307e\u3068\u3081\u307e\u3057\u305f\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>\u7279\u5fb4<\/th><th>RDBMS<\/th><th>\u975e RDBMS<\/th><\/tr><\/thead><tbody><tr><td>\u30c7\u30fc\u30bf\u30fb\u30e2\u30c7\u30eb<\/td><td>\u53b3\u5bc6\u306a\u30b9\u30ad\u30fc\u30de\u3092\u6301\u3064\u30c6\u30fc\u30d6\u30eb<\/td><td>\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30ad\u30fc\u5024\u3001\u30b0\u30e9\u30d5\u3001\u5217\u30d5\u30a1\u30df\u30ea\u30fc\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30c7\u30fc\u30bf \u30e2\u30c7\u30eb<\/td><\/tr><tr><td>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/td><td>\u5236\u9650\u4ed8\u304d\u5782\u76f4\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/td><td>\u7c21\u5358\u306b\u6c34\u5e73\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0<\/td><\/tr><tr><td>\u30af\u30a8\u30ea<\/td><td>SQL \u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea<\/td><td>\u975e SQL \u30d9\u30fc\u30b9\u306e\u30af\u30a8\u30ea<\/td><\/tr><tr><td>ACID \u30b3\u30f3\u30d7\u30e9\u30a4\u30a2\u30f3\u30b9<\/td><td>\u5b8c\u5168\u306b ACID \u306b\u6e96\u62e0\u3057\u305f\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3<\/td><td>\u7d50\u679c\u6574\u5408\u6027\u307e\u305f\u306f\u90e8\u5206\u7684\u306a ACID \u6e96\u62e0<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027<\/td><td>\u5f37\u529b\u306a\u30c7\u30fc\u30bf\u306e\u6574\u5408\u6027\u3068\u4e00\u8cab\u6027<\/td><td>\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u6574\u5408\u6027\u3068\u7d50\u679c\u6574\u5408\u6027<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u306e\u67d4\u8edf\u6027<\/td><td>\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u306b\u9650\u5b9a<\/td><td>\u534a\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u30b5\u30dd\u30fc\u30c8<\/td><\/tr><tr><td>\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4<\/td><td>\u30b9\u30ad\u30fc\u30de\u306e\u5909\u66f4\u306b\u306f\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u304c\u5fc5\u8981\u3067\u3059<\/td><td>\u30c0\u30a6\u30f3\u30bf\u30a4\u30e0\u306a\u3057\u306e\u52d5\u7684\u30b9\u30ad\u30fc\u30de\u5909\u66f4<\/td><\/tr><tr><td>\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8<\/td><td>\u30b9\u30c8\u30ec\u30fc\u30b8\u52b9\u7387\u306e\u305f\u3081\u306b\u6700\u9069\u5316<\/td><td>\u30af\u30a8\u30ea\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u6700\u9069\u5316<\/td><\/tr><tr><td>\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9<\/td><td>\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3 \u30b7\u30b9\u30c6\u30e0\u306b\u6700\u9069<\/td><td>\u5927\u91cf\u3001\u4f4e\u9045\u5ef6\u3001\u304a\u3088\u3073\u67d4\u8edf\u306a\u30c7\u30fc\u30bf\u8981\u4ef6\u306b\u6700\u9069<\/td><\/tr><tr><td>\u4f8b<\/td><td>\u30aa\u30e9\u30af\u30eb\u3001MySQL\u3001SQL \u30b5\u30fc\u30d0\u30fc<\/td><td>MongoDB\u3001\u30ab\u30b5\u30f3\u30c9\u30e9\u3001HBase<\/td><\/tr><\/tbody><\/table><figcaption>\u6ce8: \u3053\u308c\u3089\u306f\u4e00\u822c\u5316\u3057\u305f\u3082\u306e\u3067\u3042\u308a\u3001\u3053\u308c\u3089\u306e\u9055\u3044\u306b\u306f\u4f8b\u5916\u304c\u3042\u308a\u307e\u3059\u3002<\/figcaption><\/figure>\n\n\n\n<h3>\u306a\u305c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u308b\u306e\u304b\uff1f<\/h3>\n\n\n\n<p><strong>\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f5c\u6210\u3059\u308b\u4e3b\u306a\u7406\u7531\u306f\u3001\u5fc5\u8981\u306a\u3068\u304d\u306b\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3059\u308b\u3053\u3068\u3067\u3059\u3002<\/strong> \u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u3001\u30a6\u30a7\u30d6\u30b5\u30a4\u30c8\u3084\u30d3\u30b8\u30cd\u30b9\u306e\u6700\u65b0\u306e\u5909\u66f4\u306b\u5bfe\u5fdc\u3055\u305b\u3066\u3044\u306a\u3044\u3068\u3057\u307e\u3059\u3002\u305d\u306e\u5834\u5408\u3001\u9867\u5ba2\u304c\u5546\u54c1\u3092\u8cfc\u5165\u3057\u305f\u308a\u652f\u6255\u3044\u3092\u3057\u305f\u308a\u3059\u308b\u3068\u304d\u306a\u3069\u3001\u5fc5\u8981\u306a\u3068\u304d\u306b\u91cd\u8981\u306a\u60c5\u5831\u3092\u898b\u308b\u3053\u3068\u304c\u3067\u304d\u306a\u304f\u306a\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b7\u30b9\u30c6\u30e0\u306f\u3001\u30b5\u30fc\u30d0\u30fc\u30b3\u30b9\u30c8\u3092\u524a\u6e1b\u3059\u308b\u3053\u3068\u3067\u3001\u4f01\u696d\u306e\u30b3\u30b9\u30c8\u524a\u6e1b\u306b\u8ca2\u732e\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u5bfe\u7b56\u3084\u9867\u5ba2\u30b5\u30fc\u30d3\u30b9\u306e\u5411\u4e0a\u306a\u3069\u3001\u4ed6\u306e\u30e1\u30ea\u30c3\u30c8\u3082\u3042\u308a\u307e\u3059\uff01<\/p>\n\n\n\n<h2><strong>\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9TOP12<\/strong><\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" width=\"750\" height=\"450\" src=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Big-Data-Databases.webp\" alt=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u307e\u3059\" class=\"wp-image-3179\" srcset=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Big-Data-Databases.webp 750w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Big-Data-Databases-300x180.webp 300w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Big-Data-Databases-696x418.webp 696w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Big-Data-Databases-700x420.webp 700w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4ecb\u3057\u3066\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u7ba1\u7406\u3067\u304d\u307e\u3059<\/figcaption><\/figure><\/div>\n\n\n<h3><strong>Apache Cassandra<\/strong><\/h3>\n\n\n\n<p>Apache Cassandra \u306f\u3001\u6570\u5341\u4e07\u30ce\u30fc\u30c9\u307e\u3067\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3067\u304d\u308b\u5217\u6307\u5411\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u7d44\u307f\u8fbc\u307f\u306e\u30c7\u30fc\u30bf\u8907\u88fd\u30b7\u30b9\u30c6\u30e0\u304c\u542b\u307e\u308c\u3066\u304a\u308a\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u9593\u3067\u4e00\u8cab\u6027\u3092\u7dad\u6301\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002 <strong>Advanced Data Types (ADT) \u4ed5\u69d8\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u9ad8\u53ef\u7528\u6027\u3084\u30d5\u30a9\u30fc\u30eb\u30c8 \u30c8\u30ec\u30e9\u30f3\u30b9\u306a\u3069\u3001\u4ed6\u306e\u591a\u304f\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/strong> \u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u5206\u6790\u3001\u30c7\u30fc\u30bf \u30a6\u30a7\u30a2\u30cf\u30a6\u30b8\u30f3\u30b0\u3001\u30d3\u30b8\u30cd\u30b9 \u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9 \u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u3001\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Cassandra\u306e\u512a\u308c\u305f\u6a5f\u80fd\u306b\u306f\u3001\u6b21\u306e\u3088\u3046\u306a\u3082\u306e\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul><li><strong>\u67d4\u8edf\u306a\u30b9\u30ad\u30fc\u30de\u8a2d\u8a08:<\/strong> \u30c7\u30fc\u30bf\u3068\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u5408\u308f\u305b\u3066\u6700\u9069\u5316\u3055\u308c\u305f\u30b9\u30ad\u30fc\u30de\u3092\u4f5c\u6210\u3067\u304d\u307e\u3059<\/li><li><strong>\u9ad8\u901f\u8aad\u307f\u53d6\u308a\u3068\u66f8\u304d\u8fbc\u307f:<\/strong> \u901a\u5e38\u3001\u66f8\u304d\u8fbc\u307f\u306f\u8aad\u307f\u53d6\u308a\u3088\u308a\u3082\u9ad8\u901f\u3067\u3059\u3002\u3053\u308c\u306f\u3001\u66f4\u65b0\u306e\u51e6\u7406\u306b\u5fc5\u8981\u306a\u30c7\u30a3\u30b9\u30af I\/O \u306e\u91cf\u3092\u524a\u6e1b\u3059\u308b\u30ed\u30b0\u69cb\u9020\u306e\u884c\u30b9\u30c8\u30a2\u624b\u6cd5\u3092\u4f7f\u7528\u3059\u308b\u305f\u3081\u3067\u3059\u3002<\/li><li><strong>\u9ad8\u53ef\u7528\u6027:<\/strong> Cassandra \u306f\u3001\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u3084\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306a\u3069\u306e\u9ad8\u53ef\u7528\u6027\u6a5f\u80fd\u3092\u5099\u3048\u305f\u8907\u6570\u306e\u30de\u30b7\u30f3\u306b\u30c7\u30d7\u30ed\u30a4\u3067\u304d\u307e\u3059<\/li><\/ul>\n\n\n\n<h3><strong>Apache HBase<\/strong><\/h3>\n\n\n\n<p>Apache HBase \u306f\u3001\u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3059\u308b\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0 \u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3068\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u3001\u30ed\u30b0\u3084\u305d\u306e\u4ed6\u306e\u6642\u7cfb\u5217\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Apache HBase\u306f\u5206\u6563\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u4e0a\u3067\u52d5\u4f5c\u3059\u308b\u305f\u3081\u3001\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3092\u7dad\u6301\u3057\u306a\u304c\u3089\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u91cf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u3002<\/p>\n\n\n\n<p>HBase\u306f\u307e\u305f\u3001\u30ad\u30e3\u30c3\u30b7\u30e5\u3001\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3001\u30b7\u30e3\u30fc\u30c7\u30a3\u30f3\u30b0\u306e\u30b5\u30dd\u30fc\u30c8\u3082\u5185\u8535\u3057\u3066\u3044\u307e\u3059\u3002HBase\u306f\u3001\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u306b\u4fdd\u3061\u3064\u3064\u3001\u9ad8\u901f\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u5834\u5408\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u3067\u3059\u3002<\/p>\n\n\n\n<h3><strong>\u30e2\u30f3\u30b4\u30eb\u30c7\u30a3\u30fc\u30d6<\/strong><\/h3>\n\n\n\n<p>\u30d3\u30b8\u30cd\u30b9\u306e\u30c7\u30fc\u30bf\u91cf\u306b\u5bfe\u5fdc\u3067\u304d\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u304a\u63a2\u3057\u306a\u3089\u3001MongoDB\u306f\u6700\u826f\u306e\u9078\u629e\u80a2\u306e1\u3064\u3067\u3059\u3002MongoDB\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u6307\u5411\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u3059\u3002\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30ebNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30a8\u30f3\u30b8\u30f3Mongoose\u306e\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u3055\u307e\u3056\u307e\u306a\u7a2e\u985e\u306e\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>MongoDB \u306b\u306f\u3001JSON \u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001\u30cd\u30b9\u30c8\u3055\u308c\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3001\u914d\u5217\u306a\u3069\u3001\u3042\u3089\u3086\u308b\u5f62\u72b6\u3068\u30b5\u30a4\u30ba\u306e\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3092\u683c\u7d0d\u3067\u304d\u308b\u5805\u7262\u306a\u30b3\u30ec\u30af\u30b7\u30e7\u30f3 \u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u304c\u3042\u308a\u307e\u3059\u3002<\/strong>. MapReduce \u30b8\u30e7\u30d6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5730\u7406\u7a7a\u9593\u95a2\u6570\u3001\u96c6\u8a08\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306a\u3069\u306e\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>MongoDB\u306f2004\u5e74\u304b\u3089\u5b58\u5728\u3057\u3001\u6700\u3082\u4eba\u6c17\u306e\u3042\u308b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e1\u3064\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002eBay\u3001PayPal\u3001Twitter\u306a\u3069\u6570\u5341\u306e\u5927\u624b\u4f01\u696d\u304c\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>Neo4j<\/strong><\/h3>\n\n\n\n<p><strong>Neo4j \u306f\u3001\u958b\u767a\u8005\u3084\u30c7\u30fc\u30bf \u30b5\u30a4\u30a8\u30f3\u30c6\u30a3\u30b9\u30c8\u304c\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u5185\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u9593\u306e\u8907\u96d1\u306a\u95a2\u4fc2\u3092\u683c\u7d0d\u3059\u308b\u305f\u3081\u306b\u4f7f\u7528\u3067\u304d\u308b\u30b0\u30e9\u30d5 \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u8fc5\u901f\u306b\u51e6\u7406\u3067\u304d\u307e\u3059\u3002<\/strong> \u3082\u3068\u3082\u3068IBM\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eJavaSpaces\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002Neo4j\u306f\u3001Neo Technology\u3068Apache Software Foundation\u306b\u3088\u3063\u3066\u958b\u767a\u3055\u308c\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30b3\u30fc\u30c9\u30d9\u30fc\u30b9\u3082\u7dad\u6301\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u3053\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306f\u3001Oracle\u306eRedhawk\u3084Microsoft Graph\u3068\u3044\u3063\u305f\u4ed6\u306e\u30b0\u30e9\u30d5\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u7af6\u5408\u3068\u3057\u30661999\u5e74\u306b\u59cb\u307e\u308a\u307e\u3057\u305f\u304c\u3001\u696d\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u88fd\u54c1\u3068\u306a\u308a\u307e\u3057\u305f\u3002Neo4j API\u306b\u3088\u308a\u3001\u958b\u767a\u8005\u306f\u5927\u898f\u6a21\u5206\u6790\u3084\u6a5f\u68b0\u5b66\u7fd2\u7528\u306b\u6700\u9069\u5316\u3055\u308c\u305f\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u69cb\u7bc9\u3057\u3001\u30e2\u30d0\u30a4\u30eb\u30c7\u30d0\u30a4\u30b9\u4e0a\u3067\u5b9f\u884c\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\uff01<\/p>\n\n\n\n<p>Neo4j API\u306f\u3001Facebook\u3001Yahoo\uff01\u3001LinkedIn\u3001eBay\u3001Philips\u3084Vodafone\u306a\u3069\u306e\u5de8\u5927\u4f01\u696d\u3092\u542b\u3080\u4e16\u754c\u4e2d\u306e\u591a\u304f\u306e\u4f01\u696d\u3084\u7d44\u7e54\u3067\u63a1\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u73fe\u5728\u3001Neo4j\u306e\u767b\u9332\u30e6\u30fc\u30b6\u30fc\u306f6,000\u4e07\u4eba\u4ee5\u4e0a\u3067\u3059\u3002<\/p>\n\n\n\n<h3>HDFS (Hadoop\u5206\u6563\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0)<\/h3>\n\n\n\n<p>HDFS\u306f\u30b3\u30e2\u30c7\u30a3\u30c6\u30a3\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u4e0a\u3067\u5927\u304d\u306a\u30d5\u30a1\u30a4\u30eb\u3092\u6271\u3046\u5206\u6563\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002Hadoop\u306e\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u306b\u6700\u9069\u3067\u3059\u3002 <strong>HDFS \u3092\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9\u306f\u3001\u8907\u6570\u306e\u30da\u30bf\u30d0\u30a4\u30c8\u898f\u6a21\u306e\u30af\u30e9\u30b9\u30bf\u30fc\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002\u3053\u308c\u306b\u3088\u308a\u3001\u4fdd\u5b58\u304a\u3088\u3073\u5206\u6790\u3059\u308b\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304c\u3042\u308b\u5834\u5408\u306b\u6700\u9069\u306a\u9078\u629e\u80a2\u306b\u306a\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3>Spark MLlib (\u30b9\u30d1\u30fc\u30af\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea)<\/h3>\n\n\n\n<p>Spark MLlib \u306f\u3001\u6a5f\u68b0\u5b66\u7fd2\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u306e\u30b3\u30ec\u30af\u30b7\u30e7\u30f3\u3092\u63d0\u4f9b\u3059\u308b Apache Spark \u7528\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u3059\u3002\u4f7f\u3044\u3084\u3059\u304f\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u3001\u4fe1\u983c\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u591a\u304f\u306e\u30e6\u30fc\u30b6\u30fc\u304c\u3044\u3066\u3001\u4eca\u65e5\u304b\u3089\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u6700\u9ad8\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e 1 \u3064\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Spark MLlib \u306b\u306f\u3001\u5206\u985e\u3084\u56de\u5e30\u306a\u3069\u306e\u6a5f\u68b0\u5b66\u7fd2\u30bf\u30b9\u30af\u3092\u5b9f\u884c\u3059\u308b\u3068\u304d\u306b\u4f7f\u7528\u3067\u304d\u308b\u5e45\u5e83\u3044\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u304c\u3042\u308a\u307e\u3059\u3002 <strong>\u3053\u306e\u30e9\u30a4\u30d6\u30e9\u30ea\u306f\u3001\u7dda\u5f62\u30e2\u30c7\u30eb\u3001\u975e\u7dda\u5f62\u30e2\u30c7\u30eb (\u30ab\u30fc\u30cd\u30eb\u5316)\u3001\u30c4\u30ea\u30fc \u30a2\u30f3\u30b5\u30f3\u30d6\u30eb\u3001\u30e9\u30f3\u30c0\u30e0 \u30d5\u30a9\u30ec\u30b9\u30c8\u3001\u30c7\u30a3\u30fc\u30d7 \u30cb\u30e5\u30fc\u30e9\u30eb \u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306a\u3069\u3001\u3055\u307e\u3056\u307e\u306a\u30e2\u30c7\u30eb\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/strong> \u30ed\u30b8\u30b9\u30c6\u30a3\u30c3\u30af\u56de\u5e30\u3001\u7dda\u5f62\u56de\u5e30\u3001\u30b5\u30dd\u30fc\u30c8 \u30d9\u30af\u30bf\u30fc \u30de\u30b7\u30f3\u306a\u3069\u3001\u591a\u304f\u306e\u4e8b\u524d\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u6e08\u307f\u30e2\u30c7\u30eb\u3082\u30e9\u30a4\u30d6\u30e9\u30ea\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Spark\u6a5f\u68b0\u5b66\u7fd2\u30e9\u30a4\u30d6\u30e9\u30ea\u306b\u306f\u3001\u3055\u307e\u3056\u307e\u306a\u30c4\u30fc\u30eb\u3082\u542b\u307e\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u7279\u5fb4\u306e\u9078\u629e\u3084\u30e2\u30c7\u30eb\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306a\u3069\u3001\u30e2\u30c7\u30eb\u306e\u30d3\u30eb\u30c7\u30a3\u30f3\u30b0\u30d6\u30ed\u30c3\u30af\u3068\u3057\u3066\u4f7f\u7528\u3067\u304d\u308b\u3001\u3042\u3089\u304b\u3058\u3081\u7d44\u307f\u8fbc\u307e\u308c\u305f\u30c6\u30f3\u30d7\u30ec\u30fc\u30c8\u3084\u30b3\u30fc\u30c9\u30b9\u30cb\u30da\u30c3\u30c8\u3092\u63d0\u4f9b\u3059\u308b\u3053\u3068\u3067\u3001\u4e00\u822c\u7684\u306a\u30bf\u30b9\u30af\u306e\u5b9f\u884c\u3092\u652f\u63f4\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>Apache CouchDB<\/strong><\/h3>\n\n\n\n<p>Apache CouchDB\u306f\u3001\u69cb\u9020\u5316\u304a\u3088\u3073\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092\u683c\u7d0d\u3067\u304d\u308b\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30d9\u30fc\u30b9\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u3053\u308c\u306f\u3001JavaScript\u3067\u66f8\u304b\u308c\u3066\u304a\u308a\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6301\u305f\u305a\u3001NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001\u3042\u306a\u305f\u306e\u30a2\u30d7\u30ea\u306e\u305f\u3081\u306e\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306a\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u3068\u3057\u3066\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3053\u308c\u306f\u3001Facebook\u3084Yahoo\u306e\u3088\u3046\u306a\u4f01\u696d\u304b\u3089\u7d4c\u9a13\u8c4a\u5bcc\u306a\u958b\u767a\u8005\u304c\u4f5c\u6210\u3057\u305f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eCouchDB\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u4e0a\u306b\u69cb\u7bc9\u3055\u308c\u3066\u3044\u307e\u3059\u3002CouchDB\u306e\u80cc\u5f8c\u306b\u3042\u308b\u4f01\u696d\u306f\u3001Cassandra\u3068Voldemort\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306a\u3069\u3082\u4f5c\u3063\u3066\u3044\u308bDataStax\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>CouchDB \u306f\u3001PHP5\/PHP7+ \u304a\u3088\u3073 NodeJS + Web \u30d1\u30c3\u30af + Gulp + npm (NodeJS \u304c\u5fc5\u8981) \u306a\u3069\u3001\u8907\u6570\u306e\u8a00\u8a9e\u3067\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/strong> NPM \u3068 Webpack \u4ee5\u5916\u306e\u5916\u90e8\u4f9d\u5b58\u95a2\u4fc2\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h3><strong>\u30aa\u30ea\u30a8\u30f3\u30c8\u30c7\u30a3\u30fc\u30d6\u30a4<\/strong><\/h3>\n\n\n\n<p>OrientDB \u306f\u3001\u6700\u9ad8\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9 \u30bd\u30ea\u30e5\u30fc\u30b7\u30e7\u30f3\u306e 1 \u3064\u3067\u3059\u3002\u7d20\u6674\u3089\u3057\u3044\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30a4\u30b9\u3092\u5099\u3048\u3066\u3044\u308b\u3060\u3051\u3067\u306a\u304f\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6790\u304a\u3088\u3073\u8996\u899a\u5316\u3059\u308b\u305f\u3081\u306e\u8c4a\u5bcc\u306a\u6a5f\u80fd\u3068\u30c4\u30fc\u30eb\u306e\u30bb\u30c3\u30c8\u3082\u4ed8\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002 OrientDB \u306f\u3001\u5fc5\u8981\u306b\u5fdc\u3058\u3066\u7c21\u5358\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u304a\u3088\u3073\u30b9\u30b1\u30fc\u30eb\u30c0\u30a6\u30f3\u3059\u308b\u3053\u3068\u3082\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>OrientDB\u3092\u4f7f\u3048\u3070\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u9a5a\u304f\u3079\u304d\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul><li>\u30bf\u30b0 \u30af\u30e9\u30a6\u30c9\u307e\u305f\u306f\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u8996\u899a\u5316\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u304b\u3089\u65b0\u3057\u3044\u6d1e\u5bdf\u3092\u767a\u898b\u3057\u307e\u3059\u3002<\/li><li>\u5f8c\u3067\u7c21\u5358\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3088\u3046\u306b\u3001\u30e1\u30bf\u30c7\u30fc\u30bf\u3092\u30c7\u30fc\u30bf\u306b\u8ffd\u52a0\u3057\u307e\u3059\u3002<\/li><li>SQL\u30af\u30a8\u30ea\u30fc\u3092\u4f7f\u7528\u3057\u3066\u3001\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306b\u95a2\u3059\u308b\u7279\u5b9a\u306e\u60c5\u5831\u3092\u3059\u3070\u3084\u304f\u691c\u7d22\u3067\u304d\u307e\u3059\uff08\u4f8b\uff1a\u3053\u306e\u30c8\u30e9\u30f3\u30b6\u30af\u30b7\u30e7\u30f3\u306f\u4f55\u6708\u306b\u767a\u751f\u3057\u305f\u304b\uff1f\uff09<\/li><\/ul>\n\n\n\n<h3><strong>\u30d5\u30ed\u30c3\u30af\u30c7\u30a3\u30fc\u30d3\u30fc<\/strong><\/h3>\n\n\n\n<p>FlockDB\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u65b0\u3057\u3044\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3001\u30c7\u30fc\u30bf\u306e\u4fdd\u5b58\u3068\u51e6\u7406\u306bApache Hadoop\u3092\u4f7f\u7528\u3057\u307e\u3059\u3002FlockDB\u306f\u30c7\u30fc\u30bf\u3092\u30c6\u30fc\u30d6\u30eb\u306b\u683c\u7d0d\u3057\u3001Apache Parquet\u30d5\u30a1\u30a4\u30eb\u306b\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u307e\u305f\u3001SQL\u69cb\u6587\u3067\u30af\u30a8\u30ea\u3092\u4f5c\u6210\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u3001\u30af\u30a8\u30ea\u306e\u6700\u9069\u5316\u3001\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u4f5c\u6210\u3001\u51e6\u7406\u306e\u305f\u3081\u306e\u30c4\u30fc\u30eb\u3082\u63d0\u4f9b\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>FlockDB\u306e\u30c7\u30fc\u30bf\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u306f\u9ad8\u901f\u304b\u3064\u52b9\u7387\u7684\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002FlockDB\u306f\u30b7\u30f3\u30b0\u30eb\u30ce\u30fc\u30c9\u30af\u30e9\u30b9\u30bf\u3068\u30de\u30eb\u30c1\u30ce\u30fc\u30c9\u30af\u30e9\u30b9\u30bf\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u30011\u30af\u30e9\u30b9\u30bf\u3042\u305f\u308a\u6700\u592710\u30ce\u30fc\u30c9\u307e\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u8907\u6570\u306e\u30ce\u30fc\u30c9\u9593\u3067\u30ec\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3092\u8a2d\u5b9a\u3057\u305f\u308a\u3001\u5225\u3005\u306e\u7269\u7406\u30de\u30b7\u30f3\u3084\u4eee\u60f3\u30de\u30b7\u30f3\u4e0a\u306bFlockDB\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3092\u30af\u30e9\u30b9\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u3053\u3068\u3067\u3001FlockDB\u3092\u9ad8\u53ef\u7528\u6027\u306b\u8a2d\u5b9a\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>MapReduce\u30b8\u30e7\u30d6\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001Java\u3001Python\u3001Scala\u306a\u3069\u306eMapReduce\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u8a00\u8a9e\u3092\u4f7f\u3063\u3066\u3001\u30c7\u30fc\u30bf\u306b\u5bfe\u3057\u3066\u5927\u898f\u6a21\u306a\u8a08\u7b97\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>\u30ea\u30a2\u30c3\u30af<\/strong><\/h3>\n\n\n\n<p>Riak\u306f\u3001\u9ad8\u53ef\u7528\u6027\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u62e1\u5f35\u6027\u3092\u63d0\u4f9b\u3059\u308b\u5206\u6563\u578b\u30ad\u30fc\uff0f\u30d0\u30ea\u30e5\u30fc\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u3082\u3068\u3082\u3068\u306fTalis Holdings\u3068\u3044\u3046\u4f1a\u793e\u304c\u958b\u767a\u3057\u305f\u3082\u306e\u3067\u3001HP\u304c2011\u5e74\u306b\u8cb7\u53ce\u3057\u307e\u3057\u305f\u3002\u540c\u793e\u306f\u73fe\u5728HPE Labs\u3068\u3057\u3066\u77e5\u3089\u308c\u3001HPE\u306e\u7d44\u7e54\u3068\u3057\u3066\u72ec\u7acb\u3057\u307e\u3057\u305f\u3002Riak\u306e\u4e3b\u306a\u6a5f\u80fd\u306f\u4ee5\u4e0b\u306e\u901a\u308a\uff1a<\/p>\n\n\n\n<ul><li><strong>\u9ad8\u53ef\u7528\u6027:<\/strong> \u3044\u305a\u308c\u304b\u306e\u30ce\u30fc\u30c9\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u305f\u5834\u5408\u306f\u3001\u30af\u30e9\u30b9\u30bf\u30fc\u4e0a\u306e\u5225\u306e\u30ce\u30fc\u30c9\u306b\u7f6e\u304d\u63db\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059<\/li><li><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3:<\/strong> \u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u305f\u3081\u306b\u6c34\u5e73\u65b9\u5411\u306b\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3067\u304d\u307e\u3059<\/li><li><strong>\u62e1\u5f35\u6027:<\/strong> \u65b0\u3057\u3044\u6a5f\u80fd\u3092\u8ffd\u52a0\u3067\u304d\u308b\u30d7\u30e9\u30b0\u30a4\u30f3\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059<\/li><\/ul>\n\n\n\n<h3><strong>\u30c6\u30ea\u30c8\u30ea\u30fc<\/strong><\/h3>\n\n\n\n<p>Terstore\u306fApache Cassandra\u3092\u30d9\u30fc\u30b9\u306b\u3057\u305f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002NoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30e2\u30c7\u30eb\u306bJSON\u3092\u4f7f\u7528\u3057\u3066\u3044\u307e\u3059\u3002Terstore\u306f\u3001\u30dd\u30ea\u30b4\u30f3\u30fb\u30b8\u30aa\u30e1\u30c8\u30ea\u3001\u5730\u7406\u30c7\u30fc\u30bf\u3001\u30c6\u30ad\u30b9\u30c8\u89e3\u6790\u306e\u30b5\u30dd\u30fc\u30c8\u3092\u542b\u3080\u3001\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u4fdd\u5b58\u3068\u30af\u30a8\u30ea\u306e\u305f\u3081\u306e\u69d8\u3005\u306a\u6a5f\u80fd\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>Java\u3067\u66f8\u304b\u308c\u3066\u3044\u307e\u3059\u3002Terstore\u306e\u6700\u3082\u826f\u3044\u3068\u3053\u308d\u306f\u3001\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u304c\u7c21\u5358\u3067\u3001\u7bb1\u304b\u3089\u51fa\u3057\u3066\u3059\u3050\u306b\u4f7f\u3048\u308b\u3053\u3068\u3067\u3059\u3002\u30d5\u30a1\u30a4\u30eb\u3092\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u3001\u89e3\u51cd\u3059\u308b\u3060\u3051\u3067\u3001\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\uff01Restore\u306b\u306f\u3001\u6700\u521d\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306e\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3092\u8aac\u660e\u3059\u308b\u6709\u7528\u306a\u30c1\u30e5\u30fc\u30c8\u30ea\u30a2\u30eb\u3068\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u5185\u3067\u306eTerstore\u306e\u6700\u9069\u306a\u4f7f\u7528\u65b9\u6cd5\u306b\u95a2\u3059\u308b\u30ea\u30d5\u30a1\u30ec\u30f3\u30b9\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u304c\u4ed8\u5c5e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Terrstore\u306f\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306a\u306e\u3067\u3001\u3053\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3092\u4f7f\u3063\u3066\u4f55\u304b\u65b0\u3057\u3044\u3082\u306e\u3092\u4f5c\u3063\u305f\u308a\u3001\u62e1\u5f35\u3057\u305f\u308a\u3057\u305f\u3044\u5834\u5408\u306f\u3001\u3054\u81ea\u7531\u306b\u3069\u3046\u305e!\u305f\u3060\u3057\u3001\u4e00\u90e8\u306e\u6a5f\u80fd\u306f\u307e\u3060\u5229\u7528\u3067\u304d\u306a\u3044\u53ef\u80fd\u6027\u304c\u3042\u308b\u3053\u3068\u3092\u5fd8\u308c\u306a\u3044\u3067\u304f\u3060\u3055\u3044\uff08\u7a7a\u9593\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u306e\u3088\u3046\u306a\uff09\u3002<\/p>\n\n\n\n<h3><strong>\u30ab\u30b5\u30f3\u30c9\u30e9<\/strong><\/h3>\n\n\n\n<p>Cassandra\u306f\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u5206\u6563\u578b\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\uff08DBMS\uff09\u3067\u3059\u3002\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u3067\u9ad8\u6027\u80fd\u3001\u8010\u969c\u5bb3\u6027\u3001\u53ef\u7528\u6027\u306b\u512a\u308c\u305f\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u578b\u30c7\u30fc\u30bf\u30b9\u30c8\u30a2\u3067\u3059\u3002\u53ef\u7528\u6027\u3001\u4e00\u8cab\u6027\u3001\u8010\u4e45\u6027\u3092\u640d\u306a\u3046\u3053\u3068\u306a\u304f\u3001\u8907\u6570\u306e\u30ce\u30fc\u30c9\u3067\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u6271\u3048\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u6587\u5b57\u5217\u3001\u30cf\u30c3\u30b7\u30e5\u3001\u30bb\u30c3\u30c8\u3001\u30bd\u30fc\u30c8\u3055\u308c\u305f\u30bb\u30c3\u30c8\u306a\u3069\u8907\u6570\u306e\u30c7\u30fc\u30bf\u578b\u3092\u57fa\u672c\u578b\u3068\u3057\u3066\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u30ad\u30fc\u3092\u4f7f\u3063\u3066\u7d44\u307f\u5408\u308f\u305b\u3066\u30c6\u30fc\u30d6\u30eb\u3092\u5f62\u6210\u3059\u308b\u72ec\u7acb\u3057\u305f\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u4f5c\u6210\u3057\u307e\u3059\u3002\u307e\u305f\u3001Cassandra\u306f\u30d9\u30af\u30c8\u30eb\u7a7a\u9593\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30cb\u30f3\u30b0\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u304a\u308a\u3001\u9ad8\u53ef\u7528\u6027\u3068\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Cassandra\u306e\u7279\u7b46\u3059\u3079\u304d\u6a5f\u80fd\u306f\u4ee5\u4e0b\u306e\u3068\u304a\u308a\u3067\u3059\uff1a<\/strong><\/p>\n\n\n\n<ul><li>\u9ad8\u53ef\u7528\u6027<\/li><li>\u9ad8\u6027\u80fd<\/li><li>\u9ad8\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8<\/li><li>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/li><li>\u4e00\u8cab\u6027<\/li><\/ul>\n\n\n\n<h2>\u6700\u9ad8\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u6bd4\u8f03<\/h2>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" width=\"750\" height=\"450\" src=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Best-Big-Data-Databases-for-Comparison.webp\" alt=\"\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d9\u30b9\u30c8\u6bd4\u8f03\" class=\"wp-image-3178\" srcset=\"https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Best-Big-Data-Databases-for-Comparison.webp 750w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Best-Big-Data-Databases-for-Comparison-300x180.webp 300w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Best-Big-Data-Databases-for-Comparison-696x418.webp 696w, https:\/\/rfidunion.com\/wp-content\/uploads\/2023\/02\/Best-Big-Data-Databases-for-Comparison-700x420.webp 700w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><figcaption>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d9\u30b9\u30c8\u6bd4\u8f03<\/figcaption><\/figure><\/div>\n\n\n<h3><strong>AWS DynamoDB<\/strong><\/h3>\n\n\n\n<p>AWS DynamoDB\u306f\u3001\u30b9\u30bf\u30fc\u30c8\u30a2\u30c3\u30d7\u304c\u4f7f\u3046\u306e\u306b\u6700\u9069\u306a\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u30aa\u30f3\u30c7\u30de\u30f3\u30c9\u3067\u8010\u4e45\u6027\u304c\u3042\u308a\u3001\u30b9\u30b1\u30fc\u30e9\u30d6\u30eb\u306aNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u30b5\u30fc\u30d3\u30b9\u3067\u3001\u591a\u304f\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3067\u4f7f\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u4f4e\u30ec\u30a4\u30c6\u30f3\u30b7\u30fc\u3068\u4e88\u6e2c\u53ef\u80fd\u306a\u30b9\u30eb\u30fc\u30d7\u30c3\u30c8\u3067\u3001\u9ad8\u6027\u80fd\u306a\u8aad\u307f\u53d6\u308a\/\u66f8\u304d\u8fbc\u307f\u51e6\u7406\u7528\u306b\u8a2d\u8a08\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b89\u5b9a\u3057\u305f\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3068\u3001\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u3068\u30c7\u30a3\u30b6\u30b9\u30bf\u30ea\u30ab\u30d0\u30ea\u3092\u5099\u3048\u305f\u9ad8\u53ef\u7528\u6027\u3092\u3001\u3059\u3050\u306b\u5229\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>\u307e\u305f\u3001DynamoDB\u306f\u3001\u30af\u30e9\u30b9\u30bf\u5185\u306e\u3059\u3079\u3066\u306e\u30c6\u30fc\u30d6\u30eb\u306b\u5bfe\u3057\u3066\u3001\u5358\u4e00\u306e\u4f4e\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u306e\u30d1\u30fc\u30c6\u30a3\u30b7\u30e7\u30f3\u30c9\u30a4\u30f3\u30c7\u30c3\u30af\u30b9\u3092\u63d0\u4f9b\u3057\u307e\u3059\u3002\u4e3b\u30ad\u30fc\u30fb\u5916\u90e8\u30ad\u30fc\u5236\u7d04\u3068\u30d5\u30eb\u30c6\u30ad\u30b9\u30c8\u691c\u7d22\u6a5f\u80fd\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3001\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u304b\u3089\u306e\u9ad8\u901f\u306a\u30c7\u30fc\u30bf\u691c\u7d22\u3092\u5b9f\u73fe\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p>DynamoDB\u3092\u4ed6\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u6bd4\u8f03\u3057\u3066\u4f7f\u7528\u3059\u308b\u4e3b\u306a\u5229\u70b9\u306f\u3001\u8ffd\u52a0\u306e\u8a08\u7b97\u30ea\u30bd\u30fc\u30b9\u304c\u5fc5\u8981\u306a\u3068\u304d\u306b\u3001\u8ffd\u52a0\u30b3\u30b9\u30c8\u3092\u652f\u6255\u3063\u305f\u308a\u3001\u518d\u3073\u5229\u7528\u53ef\u80fd\u306b\u306a\u308b\u307e\u3067\u9577\u671f\u9593\u5f85\u3064\u3053\u3068\u306a\u304f\u3001\u8fc5\u901f\u306b\u30b9\u30b1\u30fc\u30eb\u30a2\u30c3\u30d7\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002<\/p>\n\n\n\n<h3><strong>Azure Cosmos DB<\/strong><\/h3>\n\n\n\n<p>Azure Cosmos DB\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30cb\u30fc\u30ba\u306b\u7279\u5316\u3057\u3066\u69cb\u7bc9\u3055\u308c\u305fNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3067\u304d\u308b\u3088\u3046\u306b\u8a2d\u8a08\u3055\u308c\u3066\u304a\u308a\u3001\u67d4\u8edf\u306a\u5229\u7528\u304c\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p>Cosmos DB\u306f\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a2\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3092\u63a1\u7528\u3057\u3066\u304a\u308a\u3001\u3042\u3089\u3086\u308b\u7a2e\u985e\u306e\u30aa\u30d6\u30b8\u30a7\u30af\u30c8\u3092\u683c\u7d0d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u4f01\u696d\u306b\u95a2\u3059\u308b\u30c7\u30fc\u30bf\u3060\u3051\u3067\u306a\u304f\u3001\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u3084\u305d\u306e\u4ed6\u306e\u4fdd\u5b58\u304c\u5fc5\u8981\u306a\u3082\u306e\u306b\u3082\u4f7f\u7528\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Cosmos DB\u306f\u30ab\u30e9\u30e0\u30ca\u30fc\u30b9\u30c8\u30ec\u30fc\u30b8\u30a8\u30f3\u30b8\u30f3\u3092\u30d9\u30fc\u30b9\u306b\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u3001\u30cf\u30fc\u30c9\u30c7\u30a3\u30b9\u30af\u3084RAM\u306b\u4f59\u5206\u306a\u30b9\u30da\u30fc\u30b9\u3092\u5fc5\u8981\u3068\u305b\u305a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u683c\u7d0d\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3064\u307e\u308a\u3001Azure\u3067\u5229\u7528\u53ef\u80fd\u306a\u4ed6\u306e\u30aa\u30d7\u30b7\u30e7\u30f3\u3068\u76f4\u63a5\u6bd4\u8f03\u3057\u305f\u5834\u5408\u3001Cosmos DB\u306f\u4ed6\u306e\u30bf\u30a4\u30d7\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3088\u308a\u3082\u3088\u308a\u5c11\u306a\u3044\u30b9\u30da\u30fc\u30b9\u3057\u304b\u5fc5\u8981\u3068\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p>Cosmos DB \u306e\u512a\u308c\u305f\u6a5f\u80fd\u306e 1 \u3064\u306f\u3001\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u9593\u3067\u30b9\u30b1\u30fc\u30eb\u30a2\u30a6\u30c8\u3067\u304d\u308b\u3053\u3068\u3067\u3059\u3002 <strong>\u3042\u308b\u30b5\u30fc\u30d0\u30fc\u306b\u969c\u5bb3\u304c\u767a\u751f\u3057\u3066\u3082\u3001\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u3084\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u5f71\u97ff\u3092\u4e0e\u3048\u308b\u3053\u3068\u306a\u304f\u3001\u5225\u306e\u30b5\u30fc\u30d0\u30fc\u304c\u305d\u306e\u6a5f\u80fd\u3092\u5f15\u304d\u7d99\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<h3><strong>\u30a2\u30de\u30be\u30f3\u306e\u30ad\u30fc\u30b9\u30da\u30fc\u30b9<\/strong><\/h3>\n\n\n\n<p>Amazon Keyspaces\u306f\u3001\u30af\u30e9\u30a6\u30c9\u4e0a\u3067\u30c7\u30fc\u30bf\u3092\u7c21\u5358\u306b\u4fdd\u5b58\u30fb\u7ba1\u7406\u3067\u304d\u308bNoSQL\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3067\u3059\u3002\u884c\u3054\u3068\u306b\u8907\u6570\u306e\u30ab\u30e9\u30e0\u3092\u6301\u3061\u3001\u30b9\u30ad\u30fc\u30de\u3092\u6301\u305f\u306a\u3044\u305f\u3081\u3001\u5927\u91cf\u306e\u975e\u69cb\u9020\u5316\u60c5\u5831\u306e\u4fdd\u5b58\u306b\u6700\u9069\u3067\u3059\u3002\u3053\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u306f\u3001Java\u3001Python\u3001C++\u3001Node.js\u30d7\u30e9\u30c3\u30c8\u30d5\u30a9\u30fc\u30e0\u3067\u5229\u7528\u53ef\u80fd\u3067\u3059\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u306a\u7279\u5fb4<\/strong><\/p>\n\n\n\n<ul><li>\u30b9\u30ad\u30fc\u30de\u30ec\u30b9\u30c7\u30b6\u30a4\u30f3\u306b\u3088\u308b\u5bb9\u6613\u306a\u62e1\u5f35\u6027<\/li><li>1\u30a4\u30f3\u30b9\u30bf\u30f3\u30b9\u3042\u305f\u308a\u6700\u59272PB\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u53ef\u80fd<\/li><li>AWS\u306e\u30af\u30ec\u30c7\u30f3\u30b7\u30e3\u30eb\u3092\u7528\u3044\u305f\u8a8d\u8a3c\u306b\u5bfe\u5fdc<\/li><\/ul>\n\n\n\n<h3><strong>Amazon DocumentDB<\/strong><\/h3>\n\n\n\n<p>Amazon DocumentDB\u306f\u3001\u6bd4\u8f03\u5bfe\u8c61\u3068\u3057\u3066\u6700\u9069\u306a\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e1\u3064\u3067\u3059\u3002\u4e26\u5217\u306b\u52d5\u4f5c\u3057\u3001\u7d20\u65e9\u304f\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3067\u304d\u308b\u30af\u30a8\u30ea\u30fc\u30a8\u30f3\u30b8\u30f3\u3092\u642d\u8f09\u3057\u3066\u304a\u308a\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u306b\u3082\u6700\u9069\u3067\u3059\u3002\u307e\u305f\u3001\u8907\u96d1\u306a\u30af\u30a8\u30ea\u3078\u306e\u5bfe\u5fdc\u3082\u898b\u4e8b\u3067\u3001\u5fc5\u8981\u306a\u95a2\u9023\u60c5\u5831\u3092\u7c21\u5358\u306b\u898b\u3064\u3051\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<p>Amazon DocumentDB\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001Amazon RDS\u307e\u305f\u306fAmazon EC2\u306e\u30a2\u30c9\u30aa\u30f3\u3067\u3059\u3002\u30af\u30e9\u30b9\u30bf\u30ce\u30fc\u30c9\u3042\u305f\u308a\u6700\u592710\u5104\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u3001100\u5104\u30ec\u30b3\u30fc\u30c9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002\u307e\u305f\u3001\u696d\u754c\u3092\u30ea\u30fc\u30c9\u3059\u308b\u30b5\u30fc\u30d3\u30b9\u30ec\u30d9\u30eb\u5951\u7d04\uff08SLA\uff09\u306b\u652f\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p>Data Studio\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u306f\u3001\u30c0\u30c3\u30b7\u30e5\u30dc\u30fc\u30c9\u3084\u30b0\u30e9\u30d5\u306a\u3069\u306e\u30c4\u30fc\u30eb\u3067\u30c7\u30fc\u30bf\u3092\u7ba1\u7406\u3059\u308b\u305f\u3081\u306e\u30d3\u30b8\u30e5\u30a2\u30eb\u30c4\u30fc\u30eb\u3067\u3059\u3002AWS Cloud Search\u306b\u4f7f\u7528\u3059\u308b\u3053\u3068\u3067\u3001\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u306e\u691c\u7d22\u3001\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306b\u3088\u308b\u5206\u6790\u3001\u30ad\u30fc\u30ef\u30fc\u30c9\u3084\u30d5\u30ec\u30fc\u30ba\u306b\u3088\u308b\u691c\u7d22\u3092\u884c\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002Data Pipeline\u30b5\u30fc\u30d3\u30b9\u306f\u3001\u3042\u3089\u3086\u308b\u30bd\u30fc\u30b9\u304b\u3089\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3092JSON\u3084XML\u306a\u3069\u306e\u69cb\u9020\u5316\u30d5\u30a9\u30fc\u30de\u30c3\u30c8\u306b\u62bd\u51fa\u3057\u3066\u304b\u3089\u3001Redshift\u3084Elasticsearch\u306a\u3069\u306e\u4ed6\u306e\u30b7\u30b9\u30c6\u30e0\u306b\u9001\u4fe1\u3057\u3001\u5206\u6790\u76ee\u7684\u306b\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h3><strong>\u30a2\u30de\u30be\u30f3\u30ec\u30c3\u30c9\u30b7\u30d5\u30c8<\/strong><\/h3>\n\n\n\n<p>Amazon Redshift\u306f\u3001\u9ad8\u901f\u3067\u4fe1\u983c\u6027\u304c\u9ad8\u304f\u3001\u8cbb\u7528\u5bfe\u52b9\u679c\u306e\u9ad8\u3044\u30af\u30e9\u30a6\u30c9\u5411\u3051\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u3067\u3059\u3002\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306eApache Phoenix\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u306b\u57fa\u3065\u3044\u3066\u69cb\u7bc9\u3055\u308c\u3066\u304a\u308a\u300132GB\u304b\u3089250TB\u307e\u3067\u3001\u3055\u307e\u3056\u307e\u306a\u30b5\u30a4\u30ba\u304c\u7528\u610f\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u5b8c\u5168\u306aSQL\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u3092\u6301\u3061\u3001\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30fb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p><strong>Amazon Redshift\u306f\u3001\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b9\u306b\u9069\u3057\u305f\u591a\u304f\u306e\u6a5f\u80fd\u3092\u5099\u3048\u3066\u3044\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ul><li>SQL\u30d5\u30eb\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9<\/li><li>\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u3068\u975e\u30ea\u30ec\u30fc\u30b7\u30e7\u30ca\u30eb\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4e21\u65b9\u3092\u30b5\u30dd\u30fc\u30c8\u3057\u307e\u3059\u3002<\/li><li>AWS\u306e\u81ea\u52d5\u5316\u3055\u308c\u305f\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u4e0a\u306b\u6697\u53f7\u5316\u3055\u308c\u305f\u5f62\u5f0f\u3067\u30c7\u30fc\u30bf\u3092\u5b89\u5168\u306b\u4fdd\u5b58\u3057\u307e\u3059\u3002<\/li><\/ul>\n\n\n\n<p>\u3053\u308c\u3089\u306e\u6a5f\u80fd\u306b\u52a0\u3048\u3066\u3001 <strong>Amazon Redshift \u306b\u306f\u4ed6\u306b\u3082\u3044\u304f\u3064\u304b\u306e\u512a\u308c\u305f\u5229\u70b9\u304c\u3042\u308a\u307e\u3059\u3002<\/strong><\/p>\n\n\n\n<ol><li>\u30bb\u30c3\u30c8\u30a2\u30c3\u30d7\u3068\u64cd\u4f5c\u304c\u7c21\u5358\u306a\u306e\u3067\u3001IT\u30a4\u30f3\u30d5\u30e9\u7ba1\u7406\u306e\u5e45\u5e83\u3044\u77e5\u8b58\u3084\u9ad8\u5ea6\u306a\u30d7\u30ed\u30b0\u30e9\u30df\u30f3\u30b0\u30b9\u30ad\u30eb\u304c\u306a\u304f\u3066\u3082\u3001\u3059\u3050\u306b\u4f7f\u3044\u59cb\u3081\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/li><li>\u4f7f\u7528\u3057\u305f\u5206\u3060\u3051\u652f\u6255\u3046\u30b5\u30fc\u30d3\u30b9\u306a\u306e\u3067\u3001\u521d\u671f\u8cbb\u7528\u3084\u9577\u671f\u5951\u7d04\u304c\u4e0d\u8981\u3067\u3059\u3002<\/li><li>Amazon Redshift\u306f\u3001\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u3042\u308c\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3067\u3042\u308c\u3001\u4f01\u696d\u304c\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u306e\u5897\u5927\u3059\u308b\u9700\u8981\u3092\u7ba1\u7406\u3059\u308b\u306e\u306b\u5f79\u7acb\u3061\u307e\u3059\u3002<\/li><\/ol>\n\n\n\n<p>\u3082\u3057\u3042\u306a\u305f\u304c\u4f01\u696d\u3067\u3001\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u6d3b\u52d5\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u305f\u3081\u306b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u53ce\u96c6\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u306a\u3089\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u4f7f\u7528\u3092\u691c\u8a0e\u3059\u308b\u3079\u304d\u3067\u3059\u3002\u3053\u308c\u3089\u306e\u30c4\u30fc\u30eb\u306f\u3001\u53ce\u96c6\u3057\u3066\u3044\u308b\u3059\u3079\u3066\u306e\u30c7\u30fc\u30bf\u3092\u5206\u6790\u3057\u3001\u6709\u7528\u306a\u7d71\u8a08\u60c5\u5831\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3042\u306a\u305f\u306e\u4ed5\u4e8b\u3092\u3088\u308a\u7c21\u5358\u306b\u3057\u3001\u3088\u308a\u6b63\u78ba\u306a\u60c5\u5831\u3092\u884c\u52d5\u306b\u79fb\u3059\u624b\u52a9\u3051\u3092\u3057\u3066\u304f\u308c\u308b\u3067\u3057\u3087\u3046\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<!--more-->\n\n\n\n<h2>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf \u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u554f\u984c\u306b\u3064\u3044\u3066<\/h2>","protected":false},"excerpt":{"rendered":"<p>\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306f\u3001\u73fe\u5728\u307e\u305f\u306f\u5c06\u6765\u306e\u554f\u984c\u3092\u7406\u89e3\u3059\u308b\u306e\u306b\u9069\u3057\u3066\u3044\u307e\u3059\u3002\u9069\u5207\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3067\u8fc5\u901f\u306a\u5206\u6790\u3092\u5b9f\u884c\u3059\u308b\u3053\u3068\u3067\u3001\u3069\u306e\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u304c\u6700\u3082\u5f79\u7acb\u3064\u304b\u3092\u5224\u65ad\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u3057\u304b\u3057\u3001\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u304c\u6e80\u305f\u3055\u308c\u306a\u3044\u5834\u5408\u3001\u3069\u306e\u30c4\u30fc\u30eb\u304c\u3042\u306a\u305f\u306e\u30cb\u30fc\u30ba\u3092\u6700\u3082\u3088\u304f\u6e80\u305f\u3059\u304b\u3092\u628a\u63e1\u3059\u308b\u5fc5\u8981\u304c\u3042\u308b\u304b\u3082\u3057\u308c\u307e\u305b\u3093\u3002\u4ee5\u4e0b\u306b\u3001\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u306e\u30c8\u30c3\u30d717\u3092\u3054\u7d39\u4ecb\u3057\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u306f\uff1f\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u300d\u3068\u306f\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u4fdd\u5b58\u30fb\u5206\u6790\u3067\u304d\u308b\u30aa\u30f3\u30e9\u30a4\u30f3\u30c7\u30fc\u30bf\u30d9\u30fc\u30b9\u7ba1\u7406\u30b7\u30b9\u30c6\u30e0\u306e\u3053\u3068\u3067\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3068\u306f 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