{"id":50330,"date":"2023-03-20T16:19:52","date_gmt":"2023-02-14T20:08:01","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e8%83%8c%e6%99%af%e4%b8%8e%e6%8a%80%e6%9c%af%ef%bc%9ahadoop%ef%bc%8fnosql%ef%bc%8f%e4%ba%91%e8%ae%a1%e7%ae%97\/"},"modified":"2024-04-29T19:48:41","modified_gmt":"2024-04-29T11:48:41","slug":"%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e8%83%8c%e6%99%af%e4%b8%8e%e6%8a%80%e6%9c%af%ef%bc%9ahadoop%ef%bc%8fnosql%ef%bc%8f%e4%ba%91%e8%ae%a1%e7%ae%97","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e8%83%8c%e6%99%af%e4%b8%8e%e6%8a%80%e6%9c%af%ef%bc%9ahadoop%ef%bc%8fnosql%ef%bc%8f%e4%ba%91%e8%ae%a1%e7%ae%97\/","title":{"rendered":"\u5927\u6570\u636e\u7684\u80cc\u666f\u4e0e\u6280\u672f\uff1aHadoop\uff0fNoSQL\uff0f\u4e91\u8ba1\u7b97"},"content":{"rendered":"<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90ba913a08637a6dd0ae\/0-1.com%2Fe%2Fir%3Ft%3Dgakutaku-22%26language%3Dja_JP%26l%3Dli1%26o%3D9%26a%3D4774192252\" alt=\"\" \/><\/div>\n<h1>\u5c0f\u6570\u636e\u6570\u636e\u4ed3\u5e93\u548c\u5927\u6570\u636e\u6570\u636e\u4ed3\u5e93<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d90ba913a08637a6dd0ae\/2-0.png\" alt=\"bigdata-dwh.png\" \/><\/div>\n<p>\u8fc7\u53bb\uff0c\uff08\u5c0f\u6570\u636e\uff09\u901a\u5e38\u5c06\u6570\u636e\u4ece\u5173\u7cfb\u6570\u636e\u5e93\uff08RDB\uff09\u79ef\u7d2f\u5230\u6570\u636e\u4ed3\u5e93\uff08DWH\uff09\u3002\u968f\u7740\u6570\u636e\u91cf\u7684\u589e\u52a0\uff0c\u51fa\u73b0\u4e86\u5927\u91cf\u6570\u636e\u5904\u7406\u548c\u6570\u636e\u79ef\u7d2f\u7684\u95ee\u9898\u3002\u6b64\u5916\uff0c\u6570\u636e\u672c\u8eab\u4e5f\u5448\u73b0\u51fa\u591a\u6837\u5316\uff0c\u65e0\u6cd5\u901a\u8fc7\u5173\u7cfb\u6570\u636e\u5e93\u6765\u5e94\u5bf9\u7684\u60c5\u51b5\u4e5f\u6709\u6240\u589e\u52a0\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u4f5c\u4e3a\u5e94\u5bf9\u5927\u91cf\u6570\u636e\uff08\u5927\u6570\u636e\uff09\u7684\u6280\u672f\uff0c\u6709&#8221;Hadoop&#8221;\u548c&#8221;NoSQL&#8221;\u3002<\/p>\n<h1>Hadoop -&gt; \u970d\u666e<\/h1>\n<p>Hadoop\u662f\u4e00\u4e2a\u7528\u4e8e\u5728\u5927\u91cf\u8ba1\u7b97\u673a\u4e0a\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u7684\u7cfb\u7edf\u3002<\/p>\n<p>Hadoop\u6700\u521d\u662f\u4ee5Google\u5f00\u53d1\u7684\u5206\u5e03\u5f0f\u5904\u7406\u6846\u67b6\u300cMapReduce\u300d\u4e3a\u53c2\u8003\u800c\u521b\u5efa\u7684\u3002\u4e3a\u4e86\u8fd0\u884cMapReduce\uff0c\u9700\u8981\u4f7f\u7528Java\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u540e\u6765\u5f00\u53d1\u4e86\u300cHive\u300d\uff0c\u4f7f\u5f97\u53ef\u4ee5\u7528\u7c7b\u4f3cSQL\u7684\u67e5\u8be2\u8bed\u8a00\u8fdb\u884c\u6570\u636e\u6c47\u603b\u3002<\/p>\n<div>\n<div class=\"post-table\">\u6642\u671f\u30a4\u30d9\u30f3\u30c82004\u5e7412\u6708Google\u304b\u3089MapReduce\u8ad6\u6587\u304c\u767a\u88682007\u5e749\u6708Hadoop\u306e\u6700\u521d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3(0.14.1)\u304c\u30ea\u30ea\u30fc\u30b92009\u5e745\u6708Hive\u306e\u6700\u521d\u306e\u30d0\u30fc\u30b8\u30e7\u30f3(0.3.0)\u304c\u30ea\u30ea\u30fc\u30b92011\u5e7412\u6708Hadoop 1.0.0\u30ea\u30ea\u30fc\u30b9<\/div>\n<\/div>\n<h1>\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93<\/h1>\n<p>NoSQL\u662f\u4e00\u79cd\u6570\u636e\u5e93\u7684\u603b\u79f0\uff0c\u65e8\u5728\u6d88\u9664\u4f20\u7edf\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u9650\u5236\u3002\u4ee5\u4e0b\u662fNoSQL\u7684\u79cd\u7c7b\u3002<\/p>\n<div>\n<div class=\"post-table\">NoSQL\u306e\u7a2e\u985e\u8aac\u660e\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a2 (KVS)\u591a\u6570\u306e\u30ad\u30fc\u3068\u5024\u3092\u95a2\u9023\u3065\u3051\u3066\u4fdd\u5b58\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b9\u30c8\u30a2JSON\u306e\u3088\u3046\u306a\u8907\u96d1\u306a\u30c7\u30fc\u30bf\u69cb\u9020\u3092\u4fdd\u5b58\u30ef\u30a4\u30c9\u30ab\u30e9\u30e0\u30b9\u30c8\u30a2\u8907\u6570\u306e\u30ad\u30fc\u3092\u7528\u3044\u3066\u9ad8\u3044\u30b9\u30b1\u30fc\u30e9\u30d3\u30ea\u30c6\u30a3\u3092\u5b9f\u73fe<\/div>\n<\/div>\n<div>\n<div class=\"post-table\">\u6642\u671f\u30a4\u30d9\u30f3\u30c8\u88fd\u54c1\u306e\u7a2e\u985e2009\u5e748\u6708MongoDB 1.0 \u30ea\u30ea\u30fc\u30b9\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b9\u30c8\u30a22010\u5e747\u6708CouchDB 1.0 \u30ea\u30ea\u30fc\u30b9\u30c9\u30ad\u30e5\u30e1\u30f3\u30c8\u30b9\u30c8\u30a22011\u5e749\u6708Riak 1.0 \u30ea\u30ea\u30fc\u30b9\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a22011\u5e7410\u6708Cassandra 1.0 \u30ea\u30ea\u30fc\u30b9\u30ef\u30a4\u30c9\u30ab\u30e9\u30e0\u30b9\u30c8\u30a22011\u5e7412\u6708Redis 1.0 \u30ea\u30ea\u30fc\u30b9\u30ad\u30fc\u30d0\u30ea\u30e5\u30fc\u30b9\u30c8\u30a2<\/div>\n<\/div>\n<h1>\u5927\u6570\u636e\u548c\u4e91\u670d\u52a1<\/h1>\n<p>\u7531\u4e8e\u5728\u5927\u591a\u6570\u8ba1\u7b97\u673a\u4e0a\u8fdb\u884c\u5206\u5e03\u5f0f\u5904\u7406\u9700\u8981\u7ba1\u7406\u76f8\u5e94\u7684\u786c\u4ef6\u8bbe\u5907\uff0c\u8fd9\u5e76\u4e0d\u5bb9\u6613\uff0c\u6240\u4ee5\u6211\u4eec\u91c7\u7528\u4e91\u670d\u52a1\u6765\u6309\u65f6\u95f4\u5355\u4f4d\u8fdb\u884c\u8d44\u6e90\u7ba1\u7406\u3002<br \/>\n\u6b64\u5916\uff0c\u6211\u4eec\u4e5f\u4f7f\u7528\u4e91\u670d\u52a1\u4f5c\u4e3a\u5927\u91cf\u6570\u636e\u7684\u4ed3\u5e93\uff08Data Warehouse\uff09\u3002<\/p>\n<div>\n<div class=\"post-table\">\u6642\u671f\u30a4\u30d9\u30f3\u30c8\u30b5\u30fc\u30d3\u30b9\u306e\u7279\u5fb42009\u5e744\u6708Amazon Elastic MapReduce\u767a\u8868\u30af\u30e9\u30a6\u30c9\u5411\u3051Hadoop2010\u5e745\u6708Google BigQuery\u767a\u8868\u30c7\u30fc\u30bf\u30a6\u30a7\u30a2\u30cf\u30a6\u30b92012\u5e7410\u6708Azure 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