{"id":5397,"date":"2024-09-06T15:54:58","date_gmt":"2024-09-06T06:54:58","guid":{"rendered":"https:\/\/blog.since2020.jp\/?p=5397"},"modified":"2024-09-06T16:02:09","modified_gmt":"2024-09-06T07:02:09","slug":"what_is_hadoop","status":"publish","type":"post","link":"https:\/\/since2020.jp\/media\/what_is_hadoop\/","title":{"rendered":"Hadoop\u3068\u306f\uff1f\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u5fdc\u7528\u307e\u3067\u8a73\u3057\u304f\u89e3\u8aac"},"content":{"rendered":"\n<p>Hadoop\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f\u304b\u3089\u5177\u4f53\u7684\u306a\u5fdc\u7528\u65b9\u6cd5\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u5c06\u6765\u6027\u306b\u3064\u3044\u3066\u4e01\u5be7\u306b\u89e3\u8aac\u3057\u307e\u3059\u3002Hadoop\u3092\u4f7f\u3044\u3053\u306a\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u3084\u7814\u7a76\u306b\u5f79\u7acb\u3066\u308b\u305f\u3081\u306e\u57fa\u790e\u3092\u5b66\u3073\u307e\u3057\u3087\u3046\u3002<\/p>\n\n\n<h2>\u5c0e\u5165<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u4f01\u696d\u306f\u65e5\u3005\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u751f\u6210\u3057\u3001\u305d\u306e\u6d3b\u7528\u306b\u982d\u3092\u60a9\u307e\u305b\u3066\u3044\u307e\u3059\u3002\u305d\u306e\u8ab2\u984c\u89e3\u6c7a\u306b\u8ca2\u732e\u3059\u308b\u6280\u8853\u3068\u3057\u3066\u3001\u8fd1\u5e74\u6ce8\u76ee\u3092\u96c6\u3081\u3066\u3044\u308b\u306e\u304c<strong>Hadoop<\/strong>\u3067\u3059\u3002\u4f01\u696d\u304c\u4fdd\u6709\u3059\u308b\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u30fb\u5206\u6790\u3057\u3001\u30d3\u30b8\u30cd\u30b9\u306e\u6210\u9577\u3084\u65b0\u305f\u306a\u4fa1\u5024\u5275\u9020\u306b\u3064\u306a\u3052\u308b\u305f\u3081\u306b\u3001Hadoop\u306f\u6b20\u304b\u305b\u306a\u3044\u5b58\u5728\u306b\u306a\u308a\u3064\u3064\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u672c\u8a18\u4e8b\u3067\u306f\u3001Hadoop\u306e\u57fa\u672c\u7684\u306a\u6982\u5ff5\u304b\u3089\u3001\u6280\u8853\u7684\u306a\u7279\u9577\u3001\u5b9f\u969b\u306e\u5229\u7528\u30b7\u30fc\u30f3\u3001\u30e1\u30ea\u30c3\u30c8\u30fb\u30c7\u30e1\u30ea\u30c3\u30c8\u3001\u305d\u3057\u3066\u4eca\u5f8c\u306e\u5c55\u671b\u307e\u3067\u3092\u5206\u304b\u308a\u3084\u3059\u304f\u89e3\u8aac\u3057\u3066\u3044\u304d\u307e\u3059\u3002Hadoop\u3068\u306f\u4f55\u304b\u3001\u305d\u3057\u3066\u3069\u306e\u3088\u3046\u306b\u6d3b\u7528\u3067\u304d\u308b\u306e\u304b\u3092\u7406\u89e3\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u6d3b\u7528\u306e\u53ef\u80fd\u6027\u3092\u5927\u304d\u304f\u5e83\u3052\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3067\u3057\u3087\u3046\u3002<\/span><\/p>\r\n<p><!-- notionvc: 6c811968-ea85-470a-aa62-0a963967654b --><\/p>\n\n<h2>Hadoop\u306e\u57fa\u672c\u7684\u306a\u4ed5\u7d44\u307f<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u3068\u306f\uff1f<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u3068\u306f\u3001<strong>\u5927\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u5206\u6563\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u52b9\u7387\u7684\u306b\u4fdd\u5b58\u30fb\u51e6\u7406\u3059\u308b\u305f\u3081\u306e\u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u306e\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af<\/strong>\u3067\u3059\u3002Google\u304c\u958b\u767a\u3057\u305fMapReduce\u3068\u3044\u3046\u5206\u6563\u51e6\u7406\u30a2\u30eb\u30b4\u30ea\u30ba\u30e0\u3092\u57fa\u76e4\u3068\u3057\u3066\u304a\u308a\u3001\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30b5\u30fc\u30d0\u30fc\u306b\u5206\u6563\u3059\u308b\u3053\u3068\u3067\u3001\u5f93\u6765\u306e\u30b7\u30b9\u30c6\u30e0\u3067\u306f\u51e6\u7406\u304c\u56f0\u96e3\u3060\u3063\u305f\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3082\u9ad8\u901f\u306b\u51e6\u7406\u3067\u304d\u308b\u70b9\u304c\u5927\u304d\u306a\u7279\u5fb4\u3067\u3059\u3002\u7279\u306b\u3001\u4f01\u696d\u306e\u30c7\u30fc\u30bf\u5206\u6790\u3084\u79d1\u5b66\u7814\u7a76\u3001IoT\u5206\u91ce\u306a\u3069\u3001\u5e45\u5e83\u3044\u9818\u57df\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306e\u91cd\u8981\u6027<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u304c\u6ce8\u76ee\u3055\u308c\u308b\u7406\u7531\u306f\u3001\u305d\u306e<strong>\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3<\/strong>\u3068<strong>\u30b3\u30b9\u30c8\u52b9\u7387<\/strong>\u306b\u3042\u308a\u307e\u3059\u3002\u5f93\u6765\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u51e6\u7406\u3059\u308b\u306b\u306f\u9ad8\u4fa1\u306a\u5c02\u7528\u30b5\u30fc\u30d0\u30fc\u304c\u5fc5\u8981\u3067\u3057\u305f\u304c\u3001Hadoop\u306f\u5b89\u4fa1\u306a\u6c4e\u7528\u30b5\u30fc\u30d0\u30fc\u3092\u8907\u6570\u53f0\u5229\u7528\u3057\u3001\u30c7\u30fc\u30bf\u3092\u5206\u6563\u3057\u3066\u4fdd\u5b58\u30fb\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u306a\u304c\u3089\u51e6\u7406\u80fd\u529b\u3092\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u306b\u67d4\u8edf\u306b\u5bfe\u5fdc\u3067\u304d\u308bHadoop\u306f\u3001\u307e\u3059\u307e\u3059\u91cd\u8981\u306a\u6280\u8853\u3068\u306a\u3063\u3066\u3044\u307e\u3059<\/span><\/p>\n\n<h2>Hadoop\u306e\u30d7\u30ed\u30bb\u30b9\u3068\u624b\u6cd5<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306e\u30d7\u30ed\u30bb\u30b9<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306f\u3001\u4e3b\u306b<strong>HDFS\uff08Hadoop Distributed File System\uff09\u3068MapReduce<\/strong>\u306e2\u3064\u306e\u4e3b\u8981\u306a\u30b3\u30f3\u30dd\u30fc\u30cd\u30f3\u30c8\u304b\u3089\u69cb\u6210\u3055\u308c\u3066\u3044\u307e\u3059\u3002HDFS\u306f\u3001\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30ce\u30fc\u30c9\u306b\u5206\u6563\u3057\u3066\u4fdd\u5b58\u3059\u308b\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u3042\u308a\u3001MapReduce\u306fHDFS\u306b\u4fdd\u5b58\u3055\u308c\u305f\u30c7\u30fc\u30bf\u3092\u4e26\u5217\u51e6\u7406\u3057\u3066\u5206\u6790\u7d50\u679c\u3092\u751f\u6210\u3059\u308b\u51e6\u7406\u30d5\u30ec\u30fc\u30e0\u30ef\u30fc\u30af\u3067\u3059\u3002\u3053\u306e2\u3064\u306e\u9023\u643a\u306b\u3088\u308a\u3001Hadoop\u306f\u9ad8\u901f\u304b\u3064\u52b9\u7387\u7684\u306a\u30c7\u30fc\u30bf\u51e6\u7406\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">MapReduce\u306e\u624b\u6cd5<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">MapReduce\u306f\u3001Hadoop\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u51e6\u7406\u306e\u4e2d\u6838\u3068\u306a\u308b\u624b\u6cd5\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u300c<strong>\u30de\u30c3\u30d7<\/strong>\u300d\u3068\u300c<strong>\u30ea\u30c7\u30e5\u30fc\u30b9<\/strong>\u300d\u306e2\u3064\u306e\u30d5\u30a7\u30fc\u30ba\u306b\u5206\u5272\u3057\u3001\u305d\u308c\u305e\u308c\u306e\u30d5\u30a7\u30fc\u30ba\u3092\u4e26\u884c\u3057\u3066\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u5927\u91cf\u306e\u30c7\u30fc\u30bf\u3092\u52b9\u7387\u7684\u306b\u51e6\u7406\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001Web\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u3092\u5206\u6790\u3059\u308b\u5834\u5408\u3001\u30de\u30c3\u30d7\u30d5\u30a7\u30fc\u30ba\u3067\u5404\u30ed\u30b0\u3092\u89e3\u6790\u3057\u3001\u30ea\u30c7\u30e5\u30fc\u30b9\u30d5\u30a7\u30fc\u30ba\u3067\u30a2\u30af\u30bb\u30b9\u56de\u6570\u306a\u3069\u3092\u96c6\u8a08\u3059\u308b\u3053\u3068\u3067\u3001\u30a2\u30af\u30bb\u30b9\u72b6\u6cc1\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">HDFS\u306e\u4ed5\u7d44\u307f<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">HDFS\u306f\u3001Hadoop\u306b\u304a\u3051\u308b\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u5eab\u3068\u3082\u3044\u3048\u308b\u5206\u6563\u30d5\u30a1\u30a4\u30eb\u30b7\u30b9\u30c6\u30e0\u3067\u3059\u3002\u30c7\u30fc\u30bf\u3092\u8907\u6570\u306e\u30ce\u30fc\u30c9\u306b\u5206\u6563\u3057\u3066\u4fdd\u5b58\u3059\u308b\u3053\u3068\u3067\u3001\u30c7\u30fc\u30bf\u306e\u53ef\u7528\u6027\u3068\u8010\u969c\u5bb3\u6027\u3092\u9ad8\u3081\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30c7\u30fc\u30bf\u304c\u4fdd\u5b58\u3055\u308c\u3066\u3044\u308b\u30ce\u30fc\u30c9\u306e\u4e00\u90e8\u304c\u6545\u969c\u3057\u305f\u5834\u5408\u3067\u3082\u3001\u4ed6\u306e\u30ce\u30fc\u30c9\u306b\u8907\u88fd\u3055\u308c\u305f\u30c7\u30fc\u30bf\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u306e\u505c\u6b62\u3092\u9632\u3050\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002\u307e\u305f\u3001\u8907\u6570\u306e\u30ce\u30fc\u30c9\u304b\u3089\u4e26\u5217\u306b\u30c7\u30fc\u30bf\u306b\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u305f\u3081\u3001\u9ad8\u901f\u306a\u8aad\u307f\u66f8\u304d\u304c\u53ef\u80fd\u3067\u3059\u3002<\/span><\/p>\n\n<h2>Hadoop\u306e\u5fdc\u7528\u5206\u91ce<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3067\u306eHadoop\u306e\u6d3b\u7528<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u306b\u304a\u3044\u3066\u3082\u305d\u306e\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u9867\u5ba2\u30c7\u30fc\u30bf\u3001\u8ca9\u58f2\u30c7\u30fc\u30bf\u3001Web\u30a2\u30af\u30bb\u30b9\u30ed\u30b0\u306a\u3069\u3001\u69d8\u3005\u306a\u30d3\u30b8\u30cd\u30b9\u30c7\u30fc\u30bf\u3092Hadoop\u3067\u51e6\u7406\u3059\u308b\u3053\u3068\u3067\u3001\u3088\u308a\u6df1\u304f\u3001\u3088\u308a\u8fc5\u901f\u306a\u5206\u6790\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u9867\u5ba2\u306e\u8cfc\u8cb7\u884c\u52d5\u3092\u5206\u6790\u3057\u3001\u3088\u308a\u52b9\u679c\u7684\u306a\u30de\u30fc\u30b1\u30c6\u30a3\u30f3\u30b0\u65bd\u7b56\u3092\u7acb\u6848\u3057\u305f\u308a\u3001\u904e\u53bb\u306e\u8ca9\u58f2\u30c7\u30fc\u30bf\u304b\u3089\u5c06\u6765\u306e\u58f2\u4e0a\u3092\u4e88\u6e2c\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u6d3b\u7528\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u79d1\u5b66\u7814\u7a76\u3067\u306eHadoop<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u79d1\u5b66\u7814\u7a76\u306b\u304a\u3044\u3066\u3082\u3001Hadoop\u306f\u6b20\u304b\u305b\u306a\u3044\u30c4\u30fc\u30eb\u3068\u306a\u3063\u3066\u3044\u307e\u3059\u3002\u5929\u6587\u5b66\u3001\u907a\u4f1d\u5b50\u7814\u7a76\u3001\u6c17\u8c61\u5b66\u306a\u3069\u3001\u81a8\u5927\u306a\u30c7\u30fc\u30bf\u3092\u6271\u3046\u5206\u91ce\u3067\u306f\u3001Hadoop\u306e\u5206\u6563\u51e6\u7406\u80fd\u529b\u304c\u5a01\u529b\u3092\u767a\u63ee\u3057\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u5b87\u5b99\u671b\u9060\u93e1\u304b\u3089\u5f97\u3089\u308c\u308b\u81a8\u5927\u306a\u89b3\u6e2c\u30c7\u30fc\u30bf\u3092Hadoop\u3067\u89e3\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u65b0\u305f\u306a\u767a\u898b\u306b\u3064\u306a\u304c\u308b\u53ef\u80fd\u6027\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">IoT\u30c7\u30fc\u30bf\u306e\u51e6\u7406<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">IoT\uff08Internet of Things\uff09\u306e\u666e\u53ca\u306b\u3088\u308a\u3001\u30bb\u30f3\u30b5\u30fc\u3084\u30c7\u30d0\u30a4\u30b9\u304b\u3089\u53ce\u96c6\u3055\u308c\u308b\u30c7\u30fc\u30bf\u91cf\u306f\u7206\u767a\u7684\u306b\u5897\u52a0\u3057\u3066\u3044\u307e\u3059\u3002Hadoop\u306f\u3001\u3053\u308c\u3089\u306e\u30c7\u30fc\u30bf\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u51e6\u7406\u3057\u3001\u5206\u6790\u3059\u308b\u305f\u3081\u306e\u5f37\u529b\u306a\u30c4\u30fc\u30eb\u3068\u3057\u3066\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002\u4f8b\u3048\u3070\u3001\u30b9\u30de\u30fc\u30c8\u30d5\u30a1\u30af\u30c8\u30ea\u30fc\u306b\u304a\u3044\u3066\u3001\u88fd\u9020\u30e9\u30a4\u30f3\u306e\u30bb\u30f3\u30b5\u30fc\u30c7\u30fc\u30bf\u304b\u3089\u7570\u5e38\u3092\u691c\u77e5\u3057\u305f\u308a\u3001\u30b9\u30de\u30fc\u30c8\u30b7\u30c6\u30a3\u306b\u304a\u3044\u3066\u3001\u4ea4\u901a\u72b6\u6cc1\u3092\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u306b\u628a\u63e1\u3057\u305f\u308a\u3068\u3044\u3063\u305f\u6d3b\u7528\u304c\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\n\n<h2>Hadoop\u306e\u30e1\u30ea\u30c3\u30c8\u3068\u30c7\u30e1\u30ea\u30c3\u30c8<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306e\u30e1\u30ea\u30c3\u30c8<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306b\u306f\u3001\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b3\u30b9\u30c8\u52b9\u7387:<\/strong> \u30aa\u30fc\u30d7\u30f3\u30bd\u30fc\u30b9\u30bd\u30d5\u30c8\u30a6\u30a7\u30a2\u3067\u3042\u308a\u3001\u6c4e\u7528\u7684\u306a\u30cf\u30fc\u30c9\u30a6\u30a7\u30a2\u3067\u69cb\u7bc9\u3067\u304d\u308b\u305f\u3081\u3001\u5c0e\u5165\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3:<\/strong> \u30c7\u30fc\u30bf\u91cf\u306e\u5897\u52a0\u306b\u5fdc\u3058\u3066\u3001\u7c21\u5358\u306b\u30b7\u30b9\u30c6\u30e0\u3092\u62e1\u5f35\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u8010\u969c\u5bb3\u6027:<\/strong> \u30c7\u30fc\u30bf\u304c\u8907\u6570\u306e\u30ce\u30fc\u30c9\u306b\u5206\u6563\u3057\u3066\u4fdd\u5b58\u3055\u308c\u308b\u305f\u3081\u3001\u4e00\u90e8\u306e\u30ce\u30fc\u30c9\u304c\u6545\u969c\u3057\u3066\u3082\u30b7\u30b9\u30c6\u30e0\u5168\u4f53\u304c\u505c\u6b62\u3059\u308b\u3053\u3068\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u67d4\u8edf\u6027:<\/strong> \u69d8\u3005\u306a\u5f62\u5f0f\u306e\u30c7\u30fc\u30bf\uff08\u69cb\u9020\u5316\u30c7\u30fc\u30bf\u3001\u975e\u69cb\u9020\u5316\u30c7\u30fc\u30bf\uff09\u3092\u6271\u3046\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306e\u30c7\u30e1\u30ea\u30c3\u30c8<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306b\u306f\u3001\u3044\u304f\u3064\u304b\u306e\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u5b58\u5728\u3057\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306e\u96e3\u3057\u3055:<\/strong> \u30d0\u30c3\u30c1\u51e6\u7406\u306b\u306f\u9069\u3057\u3066\u3044\u307e\u3059\u304c\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u306e\u30c7\u30fc\u30bf\u51e6\u7406\u306b\u306f\u5411\u3044\u3066\u3044\u307e\u305b\u3093\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u904b\u7528\u306e\u8907\u96d1\u3055:<\/strong> \u8a2d\u5b9a\u3084\u904b\u7528\u306b\u306f\u5c02\u9580\u7684\u306a\u77e5\u8b58\u304c\u5fc5\u8981\u3067\u3001\u7d4c\u9a13\u8c4a\u5bcc\u306a\u4eba\u6750\u304c\u6c42\u3081\u3089\u308c\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u5c0f\u898f\u6a21\u30c7\u30fc\u30bf\u3078\u306e\u975e\u52b9\u7387\u6027:<\/strong> \u5c0f\u898f\u6a21\u306a\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u306e\u51e6\u7406\u306b\u306f\u3001\u30aa\u30fc\u30d0\u30fc\u30d8\u30c3\u30c9\u304c\u5927\u304d\u304f\u306a\u308b\u50be\u5411\u304c\u3042\u308a\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u306e\u8ab2\u984c:<\/strong> \u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u8a2d\u5b9a\u3067\u306f\u3001\u30bb\u30ad\u30e5\u30ea\u30c6\u30a3\u6a5f\u80fd\u304c\u5341\u5206\u3067\u306a\u3044\u5834\u5408\u304c\u3042\u308a\u307e\u3059<\/span><\/p>\n\n<h2>Hadoop\u306e\u5c06\u6765\u5c55\u671b<\/h2>\n<b><span style=\"font-family: arial, helvetica, sans-serif\">\u30af\u30e9\u30a6\u30c9\u3068\u306e\u9023\u643a<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306f\u3001\u30af\u30e9\u30a6\u30c9\u6280\u8853\u3068\u306e\u9023\u643a\u306b\u3088\u3063\u3066\u3001\u3055\u3089\u306a\u308b\u9032\u5316\u3092\u9042\u3052\u3088\u3046\u3068\u3057\u3066\u3044\u307e\u3059\u3002\u30af\u30e9\u30a6\u30c9\u4e0a\u3067Hadoop\u3092\u5c0e\u5165\u3059\u308b\u3053\u3068\u3067\u3001\u4ee5\u4e0b\u306e\u3088\u3046\u306a\u30e1\u30ea\u30c3\u30c8\u304c\u671f\u5f85\u3067\u304d\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u67d4\u8edf\u6027\u306e\u5411\u4e0a:<\/strong> \u5fc5\u8981\u306b\u5fdc\u3058\u3066\u30ea\u30bd\u30fc\u30b9\u3092\u8fc5\u901f\u306b\u62e1\u5f35\u30fb\u7e2e\u5c0f\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30b3\u30b9\u30c8\u6700\u9069\u5316:<\/strong> \u4f7f\u7528\u3057\u305f\u5206\u3060\u3051\u652f\u6255\u3046\u5f93\u91cf\u8ab2\u91d1\u5236\u306b\u3088\u308a\u3001\u30b3\u30b9\u30c8\u3092\u6291\u3048\u3089\u308c\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u7ba1\u7406\u306e\u7c21\u7d20\u5316:<\/strong> \u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304c\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u7ba1\u7406\u3092\u62c5\u5f53\u3059\u308b\u305f\u3081\u3001\u904b\u7528\u8ca0\u8377\u304c\u8efd\u6e1b\u3055\u308c\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Amazon EMR\u3084Microsoft Azure HDInsight\u306a\u3069\u3001\u4e3b\u8981\u306a\u30af\u30e9\u30a6\u30c9\u30d7\u30ed\u30d0\u30a4\u30c0\u30fc\u304cHadoop\u30d9\u30fc\u30b9\u306e\u30b5\u30fc\u30d3\u30b9\u3092\u63d0\u4f9b\u3057\u3066\u304a\u308a\u3001\u4f01\u696d\u306f\u3088\u308a\u7c21\u5358\u306bHadoop\u3092\u5c0e\u5165\u3067\u304d\u308b\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<b><span style=\"font-family: arial, helvetica, sans-serif\">AI\u3068Hadoop\u306e\u9023\u643a<\/span><\/b>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">AI\uff08\u4eba\u5de5\u77e5\u80fd\uff09\u6280\u8853\u306e\u9032\u5c55\u306b\u3088\u308a\u3001Hadoop\u306f\u65b0\u305f\u306a\u53ef\u80fd\u6027\u3092\u79d8\u3081\u3066\u3044\u307e\u3059\u3002\u7279\u306b\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u3092\u6d3b\u7528\u3057\u305f\u4e88\u6e2c\u5206\u6790\u3084\u81ea\u52d5\u5316\u306e\u5206\u91ce\u3067\u3001Hadoop\u306f\u91cd\u8981\u306a\u5f79\u5272\u3092\u679c\u305f\u3059\u3068\u8003\u3048\u3089\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<ul>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u6a5f\u68b0\u5b66\u7fd2\u30e2\u30c7\u30eb\u306e\u8a13\u7df4:<\/strong> Hadoop\u3067\u51e6\u7406\u3057\u305f\u5927\u898f\u6a21\u30c7\u30fc\u30bf\u30bb\u30c3\u30c8\u3092\u7528\u3044\u3066\u3001\u3088\u308a\u7cbe\u5ea6\u306e\u9ad8\u3044AI\u30e2\u30c7\u30eb\u3092\u69cb\u7bc9\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u4e88\u6e2c:<\/strong> Hadoop\u3067\u84c4\u7a4d\u3057\u305f\u30c7\u30fc\u30bf\u3092\u3082\u3068\u306b\u3001AI\u304c\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u3067\u4e88\u6e2c\u3092\u884c\u3044\u3001\u30d3\u30b8\u30cd\u30b9\u5224\u65ad\u3092\u30b5\u30dd\u30fc\u30c8\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n\t<li><span style=\"font-family: arial, helvetica, sans-serif\"><strong>\u81ea\u7136\u8a00\u8a9e\u51e6\u7406:<\/strong> \u30bd\u30fc\u30b7\u30e3\u30eb\u30e1\u30c7\u30a3\u30a2\u3084\u9867\u5ba2\u30d5\u30a3\u30fc\u30c9\u30d0\u30c3\u30af\u306a\u3069\u306e\u30c6\u30ad\u30b9\u30c8\u30c7\u30fc\u30bf\u3092Hadoop\u3067\u51e6\u7406\u3057\u3001AI\u3067\u5206\u6790\u3059\u308b\u3053\u3068\u3067\u3001\u9867\u5ba2\u611f\u60c5\u3084\u5e02\u5834\u30c8\u30ec\u30f3\u30c9\u3092\u628a\u63e1\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e\u3059\u3002<\/span><\/li>\r\n<\/ul>\n\n<h2>\u307e\u3068\u3081<\/h2>\n<p><span style=\"font-family: arial, helvetica, sans-serif\">Hadoop\u306f\u3001\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u6642\u4ee3\u306b\u304a\u3044\u3066\u3001\u305d\u306e\u91cd\u8981\u6027\u3092\u5897\u3057\u7d9a\u3051\u3066\u3044\u307e\u3059\u3002\u30b3\u30b9\u30c8\u52b9\u7387\u306e\u826f\u3055\u3001\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3001\u67d4\u8edf\u6027\u306a\u3069\u3001\u591a\u304f\u306e\u30e1\u30ea\u30c3\u30c8\u3092\u6301\u3064Hadoop\u306f\u3001\u30d3\u30b8\u30cd\u30b9\u5206\u6790\u3001\u79d1\u5b66\u7814\u7a76\u3001IoT\u306a\u3069\u3001\u5e45\u5e83\u3044\u5206\u91ce\u3067\u6d3b\u7528\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u4e00\u65b9\u3067\u3001\u30ea\u30a2\u30eb\u30bf\u30a4\u30e0\u51e6\u7406\u306e\u96e3\u3057\u3055\u3084\u904b\u7528\u306e\u8907\u96d1\u3055\u3068\u3044\u3063\u305f\u30c7\u30e1\u30ea\u30c3\u30c8\u3082\u5b58\u5728\u3057\u307e\u3059\u3002\u3053\u308c\u3089\u306e\u8ab2\u984c\u3092\u7406\u89e3\u3057\u3001\u9069\u5207\u306b\u5bfe\u51e6\u3059\u308b\u3053\u3068\u3067\u3001Hadoop\u3092\u3088\u308a\u52b9\u679c\u7684\u306b\u6d3b\u7528\u3059\u308b\u3053\u3068\u304c\u3067\u304d\u307e<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, sans-serif\">\u3055\u3089\u306b\u3001\u30af\u30e9\u30a6\u30c9\u6280\u8853\u3084AI\u3068\u306e\u878d\u5408\u306b\u3088\u308a\u3001Hadoop\u306e\u53ef\u80fd\u6027\u306f\u4eca\u5f8c\u3082\u5e83\u304c\u308a\u7d9a\u3051\u308b\u3067\u3057\u3087\u3046\u3002\u30d3\u30c3\u30b0\u30c7\u30fc\u30bf\u5206\u6790\u306e\u57fa\u76e4\u6280\u8853\u3068\u3057\u3066\u3001Hadoop\u306f\u3053\u308c\u304b\u3089\u3082\u9032\u5316\u3092\u7d9a\u3051\u3001\u79c1\u305f\u3061\u306e\u793e\u4f1a\u306b\u5927\u304d\u306a\u5f71\u97ff\u3092\u4e0e\u3048\u7d9a\u3051\u308b\u3082\u306e\u3068\u671f\u5f85\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/span><\/p>\r\n<p><span style=\"font-family: arial, helvetica, 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