{"id":5769,"date":"2016-02-04T20:39:02","date_gmt":"2016-02-04T11:39:02","guid":{"rendered":"http:\/\/japan-dmc.org\/?p=5769"},"modified":"2023-02-26T21:37:56","modified_gmt":"2023-02-26T12:37:56","slug":"%e7%ac%ac32%e5%9b%9ejdmc%e5%ae%9a%e4%be%8b%e3%82%bb%e3%83%9f%e3%83%8a%e3%83%bc%e5%a0%b1%e5%91%8a%ef%bc%9a%e3%80%80rdbms%e3%81%a0%e3%81%91%e3%81%a7%e3%81%af%e3%81%aa%e3%81%84%e6%9c%80%e6%96%b0%e3%83%86","status":"publish","type":"post","link":"https:\/\/japan-dmc.org\/?p=5769","title":{"rendered":"\u7b2c32\u56deJDMC\u5b9a\u4f8b\u30bb\u30df\u30ca\u30fc\u5831\u544a\uff1a\u3000RDBMS\u3060\u3051\u3067\u306f\u306a\u3044\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u305d\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u5b66\u3076"},"content":{"rendered":"\n<p>\u300cRDBMS\u3060\u3051\u3067\u306f\u306a\u3044\u6700\u65b0\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3068\u305d\u306e\u30e6\u30fc\u30b9\u30b1\u30fc\u30b9\u3092\u5b66\u3076\u300d\u2015\u2015JDMC\u306f2016\u5e741\u670828\u65e5\u3001\u7b2c32\u56de\u76ee\u3068\u306a\u308b\u5b9a\u4f8b\u30bb\u30df\u30ca\u30fc\u3092\u958b\u50ac\u3057\u305f\uff08\u5834\u6240\u306f\u30a4\u30f3\u30d7\u30ec\u30b9\u30fb\u30bb\u30df\u30ca\u30fc\u30eb\u30fc\u30e0\uff09\u3002\u30bf\u30a4\u30c8\u30eb\u304b\u3089\u63a8\u5bdf\u3067\u304d\u308b\u901a\u308a\u3001Hadoop\u3084NoSQL DB\u306b\u7126\u70b9\u3092\u5408\u308f\u305b\u305f\u3082\u306e\u3002\u3053\u308c\u3089\u306f\u7740\u5b9f\u306b\u666e\u53ca\u3057\u3066\u3044\u308b\u3068\u306f\u3044\u3048\u3001\u4e00\u822c\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u8cac\u4efb\u8005\uff0f\u62c5\u5f53\u8005\u304b\u3089\u898b\u308c\u3070\u3001\u307e\u3060\u6577\u5c45\u304c\u9ad8\u3044\u6280\u8853\u3067\u3042\u308b\u3002\u306a\u305c\u4eca\u3053\u306e\u30c6\u30fc\u30de\u306a\u306e\u304b\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/japan-dmc.org\/wp-content\/uploads\/2016\/02\/seminarroom-300x225-300x225.jpg\" alt=\"\"\/><\/figure>\n\n\n\n<p><br><\/p>\n\n\n\n<!--more-->\n\n\n\n<p><br>JDMC\u30bb\u30df\u30ca\u30fc\u90e8\u4f1a\u30e1\u30f3\u30d0\u30fc \u4e09\u539f\u6c0f(MapR Technologies)\u306f\u5192\u982d\u3067\u3001\u6b21\u306e\u3088\u3046\u306b\u8aac\u660e\u3057\u305f\u3002\u300c\u30e2\u30d0\u30a4\u30eb\u3001IoT\u306a\u3069\u304c\u5927\u304d\u306a\u95a2\u5fc3\u4e8b\u306b\u306a\u3063\u3066\u3044\u308b\u3002\u305d\u308c\u3089\u304c\u751f\u307f\u51fa\u3059\u30c7\u30fc\u30bf\u306f\u81a8\u5927\u3067\u3042\u308a\u3001\u7279\u306b\u5206\u6790\u696d\u52d9\u306e\u9818\u57df\u3067\u306f\u3059\u3079\u3066\u3092RDB\u3067\u69cb\u7bc9\u3059\u308b\u3053\u3068\u306f\u30b3\u30b9\u30c8\u3001\u30c7\u30fc\u30bf\u7a2e\u985e\u3001\u51e6\u7406\u6642\u9593\u306e\u9762\u3067\u73fe\u5b9f\u7684\u3067\u306f\u306a\u3044\u3053\u3068\u306f\u7686\u3055\u3093\u304c\u3054\u627f\u77e5\u306e\u901a\u308a\u3002\u8fd1\u5e74Hadoop\u304c\u811a\u5149\u3092\u6d74\u3073\u3066\u3044\u308b\u306e\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3092\u8003\u3048\u308b\u3068\u81ea\u7136\u306a\u3053\u3068\u3060\u3002\u6700\u8fd1\u3067\u306f\u30d0\u30c3\u30c1\u51e6\u7406\u3084\u30a4\u30f3\u30bf\u30e9\u30af\u30c6\u30a3\u30d6\u306a\u30b7\u30b9\u30c6\u30e0\u3067\u306e\u6d3b\u7528\u306b\u3082Hadoop\u306e\u5229\u7528\u304c\u62e1\u5927\u3057\u59cb\u3081\u3066\u3044\u308b\u3002NoSQL\u3082\u540c\u3058\u3067\u3042\u308b\u3002RDB\u306e\u30ed\u30c3\u30af\u3084\u30ed\u30fc\u30eb\u30d0\u30c3\u30af\u306a\u3069\u306e\u6a5f\u80fd\u304c\u306a\u3044\u304b\u4e0d\u5341\u5206\u3060\u304c\u3001\u6027\u80fd\u306f\u6841\u9055\u3044\u306b\u901f\u3044\u3002\u3053\u308c\u3089\u306e\u3053\u3068\u304b\u3089\u3001\u3044\u305a\u308c\u3082RDB\u3092\u88dc\u5b8c\u3059\u308b\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u3067\u3042\u308a\u3001\u30c7\u30fc\u30bf\u30de\u30cd\u30b8\u30e1\u30f3\u30c8\u306b\u643a\u308f\u308b\u65b9\u3005\u304c\u7406\u89e3\u3057\u3001\u9069\u6750\u9069\u6240\u3067\u5229\u7528\u3059\u308b\u3053\u3068\u304c\u5927\u4e8b\u306b\u306a\u3063\u3066\u3044\u308b\u300d\u3002<\/p>\n\n\n\n<p>\u4eca\u65e5\u306e\u30d3\u30b8\u30cd\u30b9\u30cb\u30fc\u30ba\u3001\u30c7\u30fc\u30bf\u7206\u767a\u3068\u3082\u8a00\u3048\u308b\u30c7\u30fc\u30bf\u91cf\u306e\u6025\u5897\u3001\u30c7\u30fc\u30bf\u306e\u7a2e\u985e\u3084\u7279\u6027\u306b\u5fdc\u3058\u305f\u51e6\u7406\u30fb\u30fb\u30fb\u3002\u3053\u3046\u3044\u3063\u305f\u69d8\u3005\u306a\u8981\u4ef6\u3092\u8003\u616e\u3059\u308b\u3068\u77e5\u3089\u306a\u3044\u3001\u51fa\u6765\u306a\u3044\u3067\u306f\u6e08\u307e\u3055\u308c\u306a\u3044\u3068\u3044\u3046\u308f\u3051\u3060\u3002\u65e9\u901f\u3001\u8b1b\u6f14\u5185\u5bb9\u3092\u7d39\u4ecb\u3057\u3088\u3046\u3002<\/p>\n\n\n\n<p>\u25c7\u25c7\u25c7<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u6b66\u5668\u3001\u300cSQL on Hadoop\u300d<\/h3>\n\n\n\n<p>1\u3064\u76ee\u306e\u8b1b\u6f14\u3067\u306f\u3001\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3 \u30b7\u30cb\u30a2\u30b3\u30f3\u30b5\u30eb\u30bf\u30f3\u30c8 \u6728\u5185\u6c0f\u304c\u300c\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u65b0\u3057\u3044\u30c6\u30af\u30ce\u30ed\u30b8\u30fc SQL on Hadoop\u3068\u306f\uff1f\u300d\u3068\u984c\u3057\u3066\u8b1b\u6f14\u3057\u305f\u3002\u306a\u304a\u30af\u30ea\u30a8\u30fc\u30b7\u30e7\u30f3\u30e9\u30a4\u30f3\u306f\u30af\u30e9\u30a6\u30c9\u306a\u3069\u6700\u65b0\u6280\u8853\u306b\u7279\u5316\u3057\u305f\u30a4\u30f3\u30c6\u30b0\u30ec\u30fc\u30bf\u3001\u30b3\u30f3\u30b5\u30eb\u62c5\u5f53\u4f1a\u793e\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u6728\u5185\u6c0f\u306b\u3088\u308b\u3068\u3001\u30cd\u30c3\u30c8\u7cfb\u306b\u9650\u3089\u305a\u3001\u4e00\u822c\u4f01\u696d\u3067\u3082RDB\u4ee5\u5916\u306eDBMS\u304c\u4f7f\u308f\u308c\u59cb\u3081\u3066\u3044\u308b\u3002\u3053\u308c\u306f\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf(\u30e1\u30fc\u30eb\u3001\u6587\u66f8\u3001\u753b\u50cf\u3001SNS\u306a\u3069)\u306e\u5229\u7528\u304c\u62e1\u5927\u3057\u3066\u3044\u308b\u305f\u3081\u3067\u3001\u5e02\u5834\u30b7\u30a7\u30a2\u3092\u898b\u308b\u3068NoSQL\u306e\u4e2d\u3067\u3082MongoDB\u306e\u5229\u7528\u304c\u5897\u3048\u3066\u3044\u308b\u3068\u306e\u3053\u3068\u3002<\/p>\n\n\n\n<p>\u4e00\u65b9\u3001\u8907\u6570\u306e\u30c7\u30fc\u30bf\u6c38\u7d9a\u7684\u306b\u7ba1\u7406\u30fb\u51e6\u7406\u3059\u308b\u300cPolyglot Persistence\u300d\u3068\u3044\u3046\u8003\u3048\u65b9\u304c\u3042\u308b\u3068\u8a71\u3059\uff08Polygolt\u306f\u300c\u591a\u8a00\u8a9e\u3092\u64cd\u308c\u308b\u4eba\u300d\uff09\u3002\u3053\u308c\u306b\u57fa\u3065\u304f\u3068\u3001\u900f\u904e\u7684\u306b\u591a\u7a2e\u591a\u69d8\u306a\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u3067\u3042\u308a\u3001Hadoop\u3084NoSQL\u306b\u3082RDB\u3068\u540c\u69d8\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u3053\u3068\u304c\u91cd\u8981\u306b\u306a\u308b\u3002\u305d\u3053\u306bSQL\u3068\u3044\u3046\u5e83\u304f\u5b9a\u7740\u3057\u305f\u8a00\u8a9e\u3092\u4f7f\u3063\u3066Hadoop\u3092\u64cd\u4f5c\u3059\u308bSQL on Hadoop\u306e\u5fc5\u8981\u6027\u304c\u51fa\u3066\u304f\u308b\u3068\u3044\u3046\u3002\u3053\u308c\u304c\u672c\u8b1b\u6f14\u306e\u30e1\u30a4\u30f3\u30c6\u30fc\u30de\u3067\u3042\u308b\u3002<\/p>\n\n\n\n<p>\u30b7\u30b9\u30c6\u30e0\u6280\u8853\u7684\u306b\u306f\u3001Hadoop\u4e0a\u306bRDB\u3092\u69cb\u7bc9\u3059\u308b\u3082\u306e\u3068\u3001SQL\u3092\u4f7f\u3063\u3066Hadoop\u306e\u30d5\u30a1\u30a4\u30eb\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u3082\u306e\u306e2\u3064\u304c\u3042\u308b\u3002\u3059\u3067\u306b\u95a2\u9023\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3084\u6280\u8853\u306f\u591a\u304f\u5b58\u5728\u3057\u3066\u304a\u308a\u3001\u3053\u308c\u3089\u3092\u7406\u89e3\u3057\u5229\u7528\u3059\u308b\u3053\u3068\u3067\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6271\u3046\u3053\u3068\u304c\u5bb9\u6613\u306b\u306a\u308b\u3002<br>\u3053\u306e\u307b\u304b\u3001Spark\u3001Drill\u306a\u3069\u6700\u65b0\u306e\u30c6\u30af\u30ce\u30ed\u30b8\u30fc\u306b\u8a00\u53ca\u3002\u305d\u308c\u3089\u304c\u3069\u3093\u306a\u9818\u57df\u3067\u5229\u7528\u3055\u308c\u3066\u3044\u308b\u306e\u304b\u3001\u8ab2\u984c\u306f\u4f55\u304b\u306a\u3069\u306b\u3064\u3044\u3066\u3082\u3001\u30b3\u30e1\u30f3\u30c8\u304c\u3042\u3063\u305f\u3002<\/p>\n\n\n\n<p>\u25c7\u25c7\u25c7<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u304c\u81ea\u793e\u306e\u4e8b\u4f8b\u3092\u767a\u8868<\/h3>\n\n\n\n<p>2\u3064\u76ee\u306e\u8b1b\u6f14\u306f\u3001\u30b5\u30a4\u30d0\u30fc\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8 \u30a2\u30c9\u30c6\u30af\u672c\u90e8 \u6280\u8853\u6226\u7565\u5ba4 \u30de\u30cd\u30fc\u30b8\u30e3\u306e\u9df9\u96c4 \u5065\u6c0f\u3002\u300cNoSQL\u3084Hadoop\u306e\u6700\u65b0\u6d3b\u7528\u4e8b\u4f8b\u300d\u3068\u3044\u3046\u30c6\u30fc\u30de\u3060\u3063\u305f\u3002\u30a2\u30c9\u30c6\u30af\u3068\u306f\u3001\u3044\u3046\u307e\u3067\u3082\u306a\u304f\u30a2\u30c9(\u5e83\u544a)+\u30c6\u30af\u30ce\u30ed\u30b8\u30fc(\u6280\u8853)\u306e\u9020\u8a9e\u3067\u3042\u308b\u3002\u5e83\u544a\u4e3b\u3068\u30e6\u30fc\u30b6\u306e\u9593\u306b\u306f\u6570\u591a\u304f\u306e\u30a2\u30c9\u30c6\u30af\u304c\u95a2\u4e0e\u3059\u308b\u304c\u3001\u9df9\u96c4\u6c0f\u306f\u7279\u306bHadoop\u306b\u7126\u70b9\u3092\u5f53\u3066\u3066\u89e3\u8aac\u3057\u305f\u3002<\/p>\n\n\n\n<p>\u984c\u6750\u306f10PB(\u30da\u30bf\u30d0\u30a4\u30c8)\u3001\u30ec\u30b9\u30dd\u30f3\u30b9\u6027\u80fd5ms\u306e\u30c7\u30fc\u30bf\u57fa\u76e4\u30922\u30f6\u6708\u3067\u4f5c\u308b\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308b\u3002Hadoop\u3092Amazon EC2 \u306e\u4eee\u60f3\u30b5\u30fc\u30d0 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