{"id":9590,"date":"2015-07-22T02:55:15","date_gmt":"2015-07-22T02:55:15","guid":{"rendered":"http:\/\/www.knowlesys.cn\/wp\/?p=9590"},"modified":"2015-07-22T02:57:27","modified_gmt":"2015-07-22T02:57:27","slug":"%e8%af%bb%e6%87%82%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%8f%8a%e5%85%b6%e5%ba%94%e7%94%a8%e5%ae%8c%e6%95%b4%e7%89%88%e9%98%90%e8%bf%b0","status":"publish","type":"post","link":"http:\/\/www.knowlesys.cn\/wp\/article\/9590","title":{"rendered":"\u8bfb\u61c2\u5927\u6570\u636e\u53ca\u5176\u5e94\u7528(\u5b8c\u6574\u7248\u9610\u8ff0)"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p style=\"text-align: center;\"><a href=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/QQ\u622a\u56fe20150722105435.jpg\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-9591\" title=\"\u4e00\u7bc7\u6587\u7ae0\u8ba4\u8bc6\u771f\u6b63\u7684\u5927\u6570\u636e\u53ca\u5176\u5e94\u7528(\u5b8c\u6574\u7248)\" src=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/QQ\u622a\u56fe20150722105435.jpg\" alt=\"\" width=\"487\" height=\"304\" srcset=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/QQ\u622a\u56fe20150722105435.jpg 487w, http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/QQ\u622a\u56fe20150722105435-300x187.jpg 300w\" sizes=\"(max-width: 487px) 100vw, 487px\" 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Computing\uff0c\u4e0d\u7ba1\u5bf9\u9519\uff0c\u53ea\u662f\u65e0\u6cd5\u52fe\u52d2\u5bf9\u5927\u6570\u636e\u7684\u6574\u4f53\u8ba4\u8bc6\uff0c\u4e0d\u8bf4\u662f\u7247\u9762\uff0c\u4f46\u81f3\u5c11\u6709\u4e9b\u7ba1\u7aa5\u8821\u6d4b\u3001\u9694\u8863\u7619\u75d2\u4e86\u3002\u2026\u2026\u4e5f\u8bb8\uff0c\u201c\u89e3\u6784\u201d\u662f\u6700\u597d\u7684\u65b9\u6cd5\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u600e\u6837\u7ed3\u6784\u5927\u6570\u636e\uff1f<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/13110414296705.jpg\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-9592\" title=\"\u4e00\u7bc7\u6587\u7ae0\u8ba4\u8bc6\u771f\u6b63\u7684\u5927\u6570\u636e\u53ca\u5176\u5e94\u7528(\u5b8c\u6574\u7248)\" src=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/13110414296705.jpg\" alt=\"\" width=\"800\" height=\"571\" srcset=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/13110414296705.jpg 800w, http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/07\/13110414296705-300x214.jpg 300w\" sizes=\"(max-width: 800px) 100vw, 800px\" 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5728\u4e8e\u201c\u6709\u7528\u201d\u3002\u4ef7\u503c\u542b\u91cf\u3001\u6316\u6398\u6210\u672c\u6bd4\u6570\u91cf\u66f4\u4e3a\u91cd\u8981\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4ef7\u503c\u63a2\u8ba8<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u5927\u6570\u636e\u662f\u4ec0\u4e48\uff1f\u6295\u8d44\u8005\u773c\u91cc\u662f\u91d1\u5149\u95ea\u95ea\u7684\u4e24\u4e2a\u5b57\uff1a\u8d44\u4ea7\u3002\u6bd4\u5982\uff0cFacebook\u4e0a\u5e02\u65f6\uff0c\u8bc4\u4f30\u673a\u6784\u8bc4\u5b9a\u7684\u6709\u6548\u8d44\u4ea7\u4e2d\u5927\u90e8\u5206\u90fd\u662f\u5176\u793e\u4ea4\u7f51\u7ad9\u4e0a\u7684\u6570\u636e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5982\u679c\u628a\u5927\u6570\u636e\u6bd4\u4f5c\u4e00\u79cd\u4ea7\u4e1a\uff0c\u90a3\u4e48\u8fd9\u79cd\u4ea7\u4e1a\u5b9e\u73b0\u76c8\u5229\u7684\u5173\u952e\uff0c\u5728\u4e8e\u63d0\u9ad8\u5bf9\u6570\u636e\u7684\u201c\u52a0\u5de5\u80fd\u529b\u201d\uff0c\u901a\u8fc7\u201c\u52a0\u5de5\u201d\u5b9e\u73b0\u6570\u636e\u7684\u201c\u589e\u503c\u201d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Target \u8d85\u5e02\u4ee520\u591a\u79cd\u6000\u5b55\u671f\u95f4\u5b55\u5987\u53ef\u80fd\u4f1a\u8d2d\u4e70\u7684\u5546\u54c1\u4e3a\u57fa\u7840\uff0c\u5c06\u6240\u6709\u7528\u6237\u7684\u8d2d\u4e70\u8bb0\u5f55\u4f5c\u4e3a\u6570\u636e\u6765\u6e90\uff0c\u901a\u8fc7\u6784\u5efa\u6a21\u578b\u5206\u6790\u8d2d\u4e70\u8005\u7684\u884c\u4e3a\u76f8\u5173\u6027\uff0c\u80fd\u51c6\u786e\u7684\u63a8\u65ad\u51fa\u5b55\u5987\u7684\u5177\u4f53\u4e34\u76c6\u65f6\u95f4\uff0c\u8fd9\u6837Target\u7684\u9500\u552e\u90e8\u95e8\u5c31\u53ef\u4ee5\u6709\u9488\u5bf9\u7684\u5728\u6bcf\u4e2a\u6000\u5b55\u987e\u5ba2\u7684\u4e0d\u540c\u9636\u6bb5\u5bc4\u9001\u76f8\u5e94\u7684\u4ea7\u54c1\u4f18\u60e0\u5377\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Target\u7684\u4f8b\u5b50\u662f\u4e00\u4e2a\u5f88\u5178\u578b\u7684\u6848\u4f8b\uff0c\u8fd9\u6837\u5370\u8bc1\u4e86\u7ef4\u514b\u6258\u00b7\u8fc8\u5c14-\u820d\u6069\u4f2f\u683c\u63d0\u8fc7\u7684\u4e00\u4e2a\u5f88\u6709\u6307\u5bfc\u610f\u4e49\u7684\u89c2\u70b9\uff1a\u901a\u8fc7\u627e\u51fa\u4e00\u4e2a\u5173\u8054\u7269\u5e76\u76d1\u63a7\u5b83\uff0c\u5c31\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u3002Target\u901a\u8fc7\u76d1\u6d4b\u8d2d\u4e70\u8005\u8d2d\u4e70\u5546\u54c1\u7684\u65f6\u95f4\u548c\u54c1\u79cd\u6765\u51c6\u786e\u9884\u6d4b\u987e\u5ba2\u7684\u5b55\u671f\uff0c\u8fd9\u5c31\u662f\u5bf9\u6570\u636e\u7684\u4e8c\u6b21\u5229\u7528\u7684\u5178\u578b\u6848\u4f8b\u3002\u5982\u679c\uff0c\u6211\u4eec\u901a\u8fc7\u91c7\u96c6\u9a7e\u9a76\u5458\u624b\u673a\u7684GPS\u6570\u636e\uff0c\u5c31\u53ef\u4ee5\u5206\u6790\u51fa\u5f53\u524d\u54ea\u4e9b\u9053\u8def\u6b63\u5728\u5835\u8f66\uff0c\u5e76\u53ef\u4ee5\u53ca\u65f6\u53d1\u5e03\u9053\u8def\u4ea4\u901a\u63d0\u9192\uff1b\u901a\u8fc7\u91c7\u96c6\u6c7d\u8f66\u7684GPS\u4f4d\u7f6e\u6570\u636e\uff0c\u5c31\u53ef\u4ee5\u5206\u6790\u57ce\u5e02\u7684\u54ea\u4e9b\u533a\u57df\u505c\u8f66\u8f83\u591a\uff0c\u8fd9\u4e5f\u4ee3\u8868\u8be5\u533a\u57df\u6709\u7740\u8f83\u4e3a\u6d3b\u8dc3\u7684\u4eba\u7fa4\uff0c\u8fd9\u4e9b\u5206\u6790\u6570\u636e\u9002\u5408\u5356\u7ed9\u5e7f\u544a\u6295\u653e\u5546\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4e0d\u7ba1\u5927\u6570\u636e\u7684\u6838\u5fc3\u4ef7\u503c\u662f\u4e0d\u662f\u9884\u6d4b\uff0c\u4f46\u662f\u57fa\u4e8e\u5927\u6570\u636e\u5f62\u6210\u51b3\u7b56\u7684\u6a21\u5f0f\u5df2\u7ecf\u4e3a\u4e0d\u5c11\u7684\u4f01\u4e1a\u5e26\u6765\u4e86\u76c8\u5229\u548c\u58f0\u8a89\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ece\u5927\u6570\u636e\u7684\u4ef7\u503c\u94fe\u6761\u6765\u5206\u6790\uff0c\u5b58\u5728\u4e09\u79cd\u6a21\u5f0f\uff1a<\/p>\n<p>&nbsp;<\/p>\n<p>1- 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<p>\u4e91\u8ba1\u7b97\u548c\u5927\u6570\u636e\u4e4b\u95f4\u7684\u5173\u7cfb\u53ef\u4ee5\u7528\u4e0b\u9762\u7684\u4e00\u5f20\u56fe\u6765\u8bf4\u660e\uff0c\u4e24\u8005\u4e4b\u95f4\u7ed3\u5408\u540e\u4f1a\u4ea7\u751f\u5982\u4e0b\u6548\u5e94\uff1a\u53ef\u4ee5\u63d0\u4f9b\u66f4\u591a\u57fa\u4e8e\u6d77\u91cf\u4e1a\u52a1\u6570\u636e\u7684\u521b\u65b0\u578b\u670d\u52a1\uff1b\u901a\u8fc7\u4e91\u8ba1\u7b97\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\u964d\u4f4e\u5927\u6570\u636e\u4e1a\u52a1\u7684\u521b\u65b0\u6210\u672c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5982\u679c\u5c06\u4e91\u8ba1\u7b97\u4e0e\u5927\u6570\u636e\u8fdb\u884c\u4e00\u4e9b\u6bd4\u8f83\uff0c\u6700\u660e\u663e\u7684\u533a\u5206\u5728\u4e24\u4e2a\u65b9\u9762\uff1a<\/p>\n<p>&nbsp;<\/p>\n<p>\u7b2c\u4e00\uff0c\u5728\u6982\u5ff5\u4e0a\u4e24\u8005\u6709\u6240\u4e0d\u540c\uff0c\u4e91\u8ba1\u7b97\u6539\u53d8\u4e86IT\uff0c\u800c\u5927\u6570\u636e\u5219\u6539\u53d8\u4e86\u4e1a\u52a1\u3002\u7136\u800c\u5927\u6570\u636e\u5fc5\u987b\u6709\u4e91\u4f5c\u4e3a\u57fa\u7840\u67b6\u6784\uff0c\u624d\u80fd\u5f97\u4ee5\u987a\u7545\u8fd0\u8425\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u7b2c\u4e8c\uff0c\u5927\u6570\u636e\u548c\u4e91\u8ba1\u7b97\u7684\u76ee\u6807\u53d7\u4f17\u4e0d\u540c\uff0c\u4e91\u8ba1\u7b97\u662fCIO\u7b49\u5173\u5fc3\u7684\u6280\u672f\u5c42\uff0c\u662f\u4e00\u4e2a\u8fdb\u9636\u7684IT\u89e3\u51b3\u65b9\u6848\u3002\u800c\u5927\u6570\u636e\u662fCEO\u5173\u6ce8\u7684\u3001\u662f\u4e1a\u52a1\u5c42\u7684\u4ea7\u54c1\uff0c\u800c\u5927\u6570\u636e\u7684\u51b3\u7b56\u8005\u662f\u4e1a\u52a1\u5c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5206\u5e03\u5f0f\u5904\u7406\u6280\u672f<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u5206\u5e03\u5f0f\u5904\u7406\u7cfb\u7edf\u53ef\u4ee5\u5c06\u4e0d\u540c\u5730\u70b9\u7684\u6216\u5177\u6709\u4e0d\u540c\u529f\u80fd\u7684\u6216\u62e5\u6709\u4e0d\u540c\u6570\u636e\u7684\u591a\u53f0\u8ba1\u7b97\u673a\u7528\u901a\u4fe1\u7f51\u7edc\u8fde\u63a5\u8d77\u6765\uff0c\u5728\u63a7\u5236\u7cfb\u7edf\u7684\u7edf\u4e00\u7ba1\u7406\u63a7\u5236\u4e0b\uff0c\u534f\u8c03\u5730\u5b8c\u6210\u4fe1\u606f\u5904\u7406\u4efb\u52a1\u2014\u8fd9\u5c31\u662f\u5206\u5e03\u5f0f\u5904\u7406\u7cfb\u7edf\u7684\u5b9a\u4e49\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ee5Hadoop\uff08Yahoo\uff09\u4e3a\u4f8b\u8fdb\u884c\u8bf4\u660e\uff0cHadoop\u662f\u4e00\u4e2a\u5b9e\u73b0\u4e86MapReduce\u6a21\u5f0f\u7684\u80fd\u591f\u5bf9\u5927\u91cf\u6570\u636e\u8fdb\u884c\u5206\u5e03\u5f0f\u5904\u7406\u7684\u8f6f\u4ef6\u6846\u67b6\uff0c\u662f\u4ee5\u4e00\u79cd\u53ef\u9760\u3001\u9ad8\u6548\u3001\u53ef\u4f38\u7f29\u7684\u65b9\u5f0f\u8fdb\u884c\u5904\u7406\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u800cMapReduce\u662fGoogle\u63d0\u51fa\u7684\u4e00\u79cd\u4e91\u8ba1\u7b97\u7684\u6838\u5fc3\u8ba1\u7b97\u6a21\u5f0f\uff0c\u662f\u4e00\u79cd\u5206\u5e03\u5f0f\u8fd0\u7b97\u6280\u672f\uff0c\u4e5f\u662f\u7b80\u5316\u7684\u5206\u5e03\u5f0f\u7f16\u7a0b\u6a21\u5f0f\uff0cMapReduce\u6a21\u5f0f\u7684\u4e3b\u8981\u601d\u60f3\u662f\u5c06\u81ea\u52a8\u5206\u5272\u8981\u6267\u884c\u7684\u95ee\u9898\uff08\u4f8b\u5982\u7a0b\u5e8f\uff09\u62c6\u89e3\u6210map\uff08\u6620\u5c04\uff09\u548creduce\uff08\u5316\u7b80\uff09\u7684\u65b9\u5f0f\uff0c \u5728\u6570\u636e\u88ab\u5206\u5272\u540e\u901a\u8fc7Map \u51fd\u6570\u7684\u7a0b\u5e8f\u5c06\u6570\u636e\u6620\u5c04\u6210\u4e0d\u540c\u7684\u533a\u5757\uff0c\u5206\u914d\u7ed9\u8ba1\u7b97\u673a\u673a\u7fa4\u5904\u7406\u8fbe\u5230\u5206\u5e03\u5f0f\u8fd0\u7b97\u7684\u6548\u679c\uff0c\u5728\u901a\u8fc7Reduce \u51fd\u6570\u7684\u7a0b\u5e8f\u5c06\u7ed3\u679c\u6c47\u6574\uff0c\u4ece\u800c\u8f93\u51fa\u5f00\u53d1\u8005\u9700\u8981\u7684\u7ed3\u679c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u518d\u6765\u770b\u770bHadoop\u7684\u7279\u6027\uff0c\u7b2c\u4e00\uff0c\u5b83\u662f\u53ef\u9760\u7684\uff0c\u56e0\u4e3a\u5b83\u5047\u8bbe\u8ba1\u7b97\u5143\u7d20\u548c\u5b58\u50a8\u4f1a\u5931\u8d25\uff0c\u56e0\u6b64\u5b83\u7ef4\u62a4\u591a\u4e2a\u5de5\u4f5c\u6570\u636e\u526f\u672c\uff0c\u786e\u4fdd\u80fd\u591f\u9488\u5bf9\u5931\u8d25\u7684\u8282\u70b9\u91cd\u65b0\u5206\u5e03\u5904\u7406\u3002\u5176\u6b21\uff0cHadoop \u662f\u9ad8\u6548\u7684\uff0c\u56e0\u4e3a\u5b83\u4ee5\u5e76\u884c\u7684\u65b9\u5f0f\u5de5\u4f5c\uff0c\u901a\u8fc7\u5e76\u884c\u5904\u7406\u52a0\u5feb\u5904\u7406\u901f\u5ea6\u3002Hadoop \u8fd8\u662f\u53ef\u4f38\u7f29\u7684\uff0c\u80fd\u591f\u5904\u7406 PB \u7ea7\u6570\u636e\u3002\u6b64\u5916\uff0cHadoop \u4f9d\u8d56\u4e8e\u793e\u533a\u670d\u52a1\u5668\uff0c\u56e0\u6b64\u5b83\u7684\u6210\u672c\u6bd4\u8f83\u4f4e\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4f60\u4e5f\u53ef\u4ee5\u8fd9\u4e48\u7406\u89e3Hadoop\u7684\u6784\u6210\uff0cHadoop=HDFS\uff08\u6587\u4ef6\u7cfb\u7edf\uff0c\u6570\u636e\u5b58\u50a8\u6280\u672f\u76f8\u5173\uff09+HBase\uff08\u6570\u636e\u5e93\uff09+MapReduce\uff08\u6570\u636e\u5904\u7406\uff09+\u2026\u2026Others<\/p>\n<p>&nbsp;<\/p>\n<p>Hadoop\u7528\u5230\u7684\u4e00\u4e9b\u6280\u672f\u6709\uff1a<\/p>\n<p>&nbsp;<\/p>\n<p>HDFS: Hadoop\u5206\u5e03\u5f0f\u6587\u4ef6\u7cfb\u7edf(Distributed File System) \uff0d HDFS (HadoopDistributed File System)<\/p>\n<p>&nbsp;<\/p>\n<p>MapReduce\uff1a\u5e76\u884c\u8ba1\u7b97\u6846\u67b6<\/p>\n<p>&nbsp;<\/p>\n<p>HBase: \u7c7b\u4f3cGoogle BigTable\u7684\u5206\u5e03\u5f0fNoSQL\u5217\u6570\u636e\u5e93\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Hive\uff1a\u6570\u636e\u4ed3\u5e93\u5de5\u5177\uff0c\u7531Facebook\u8d21\u732e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Zookeeper\uff1a\u5206\u5e03\u5f0f\u9501\u8bbe\u65bd\uff0c\u63d0\u4f9b\u7c7b\u4f3cGoogle Chubby\u7684\u529f\u80fd\uff0c\u7531Facebook\u8d21\u732e\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Avro\uff1a\u65b0\u7684\u6570\u636e\u5e8f\u5217\u5316\u683c\u5f0f\u4e0e\u4f20\u8f93\u5de5\u5177\uff0c\u5c06\u9010\u6b65\u53d6\u4ee3Hadoop\u539f\u6709\u7684IPC\u673a\u5236\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Pig:\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\uff0c\u4e3a\u7528\u6237\u63d0\u4f9b\u591a\u79cd\u63a5\u53e3\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Ambari\uff1aHadoop\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u5feb\u6377\u7684\u76d1\u63a7\u3001\u90e8\u7f72\u3001\u7ba1\u7406\u96c6\u7fa4\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Sqoop\uff1a\u7528\u4e8e\u5728Hadoop\u4e0e\u4f20\u7edf\u7684\u6570\u636e\u5e93\u95f4\u8fdb\u884c\u6570\u636e\u7684\u4f20\u9012\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8bf4\u4e86\u8fd9\u4e48\u591a\uff0c\u4e3e\u4e2a\u5b9e\u9645\u7684\u4f8b\u5b50\uff0c\u867d\u7136\u8fd9\u4e2a\u4f8b\u5b50\u6709\u4e9b\u9648\u65e7\uff0c\u4f46\u662f\u6dd8\u5b9d\u7684\u6d77\u91cf\u6570\u636e\u6280\u672f\u67b6\u6784\u8fd8\u662f\u6709\u52a9\u4e8e\u6211\u4eec\u7406\u89e3\u5bf9\u4e8e\u5927\u6570\u636e\u7684\u8fd0\u4f5c\u5904\u7406\u673a\u5236:<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6dd8\u5b9d\u5927\u6570\u636e<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u6dd8\u5b9d\u7684\u6d77\u91cf\u6570\u636e\u4ea7\u54c1\u6280\u672f\u67b6\u6784\u5206\u4e3a\u4e94\u4e2a\u5c42\u6b21\uff0c\u4ece\u4e0a\u81f3\u4e0b\u6765\u770b\u5b83\u4eec\u5206\u522b\u662f\uff1a\u6570\u636e\u6e90\uff0c\u8ba1\u7b97\u5c42\uff0c\u5b58\u50a8\u5c42\uff0c\u67e5\u8be2\u5c42\u548c\u4ea7\u54c1\u5c42\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6570\u636e\u6765\u6e90\u5c42\u3002\u5b58\u653e\u7740\u6dd8\u5b9d\u5404\u5e97\u7684\u4ea4\u6613\u6570\u636e\u3002\u5728\u6570\u636e\u6e90\u5c42\u4ea7\u751f\u7684\u6570\u636e\uff0c\u901a\u8fc7DataX\uff0cDbSync\u548cTimetunel\u51c6\u5b9e\u65f6\u7684\u4f20\u8f93\u5230\u4e0b\u9762\u7b2c2\u70b9\u6240\u8ff0\u7684\u201c\u4e91\u68af\u201d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u8ba1\u7b97\u5c42\u3002\u5728\u8fd9\u4e2a\u8ba1\u7b97\u5c42\u5185\uff0c\u6dd8\u5b9d\u91c7\u7528\u7684\u662fHadoop\u96c6\u7fa4\uff0c\u8fd9\u4e2a\u96c6\u7fa4\uff0c\u6211\u4eec\u6682\u4e14\u79f0\u4e4b\u4e3a\u4e91\u68af\uff0c\u662f\u8ba1\u7b97\u5c42\u7684\u4e3b\u8981\u7ec4\u6210\u90e8\u5206\u3002\u5728\u4e91\u68af\u4e0a\uff0c\u7cfb\u7edf\u6bcf\u5929\u4f1a\u5bf9\u6570\u636e\u4ea7\u54c1\u8fdb\u884c\u4e0d\u540c\u7684MapReduce\u8ba1\u7b97\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u5b58\u50a8\u5c42\u3002\u5728\u8fd9\u4e00\u5c42\uff0c\u6dd8\u5b9d\u91c7\u7528\u4e86\u4e24\u4e2a\u4e1c\u897f\uff0c\u4e00\u4e2a\u4f7fMyFox\uff0c\u4e00\u4e2a\u662fProm\u3002MyFox\u662f\u57fa\u4e8eMySQL\u7684\u5206\u5e03\u5f0f\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7684\u96c6\u7fa4\uff0cProm\u662f\u57fa\u4e8eHadoop Hbase\u6280\u672f\u7684\u4e00\u4e2aNoSQL\u7684\u5b58\u50a8\u96c6\u7fa4\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u67e5\u8be2\u5c42\u3002\u5728\u8fd9\u4e00\u5c42\u4e2d\uff0cGlider\u662f\u4ee5HTTP\u534f\u8bae\u5bf9\u5916\u63d0\u4f9brestful\u65b9\u5f0f\u7684\u63a5\u53e3\u3002\u6570\u636e\u4ea7\u54c1\u901a\u8fc7\u4e00\u4e2a\u552f\u4e00\u7684URL\u6765\u83b7\u53d6\u5230\u5b83\u60f3\u8981\u7684\u6570\u636e\u3002\u540c\u65f6\uff0c\u6570\u636e\u67e5\u8be2\u5373\u662f\u901a\u8fc7MyFox\u6765\u67e5\u8be2\u7684\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6700\u540e\u4e00\u5c42\u662f\u4ea7\u54c1\u5c42\uff0c\u8fd9\u4e2a\u5c31\u4e0d\u7528\u89e3\u91ca\u4e86\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5b58\u50a8\u6280\u672f<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u5927\u6570\u636e\u53ef\u4ee5\u62bd\u8c61\u7684\u5206\u4e3a\u5927\u6570\u636e\u5b58\u50a8\u548c\u5927\u6570\u636e\u5206\u6790\uff0c\u8fd9\u4e24\u8005\u7684\u5173\u7cfb\u662f\uff1a\u5927\u6570\u636e\u5b58\u50a8\u7684\u76ee\u7684\u662f\u652f\u6491\u5927\u6570\u636e\u5206\u6790\u3002\u5230\u76ee\u524d\u4e3a\u6b62\uff0c\u8fd8\u662f\u4e24\u79cd\u622a\u7136\u4e0d\u540c\u7684\u8ba1\u7b97\u673a\u6280\u672f\u9886\u57df\uff1a\u5927\u6570\u636e\u5b58\u50a8\u81f4\u529b\u4e8e\u7814\u53d1\u53ef\u4ee5\u6269\u5c55\u81f3PB\u751a\u81f3EB\u7ea7\u522b\u7684\u6570\u636e\u5b58\u50a8\u5e73\u53f0\uff1b\u5927\u6570\u636e\u5206\u6790\u5173\u6ce8\u5728\u6700\u77ed\u65f6\u95f4\u5185\u5904\u7406\u5927\u91cf\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\u96c6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u63d0\u5230\u5b58\u50a8\uff0c\u6709\u4e00\u4e2a\u7740\u540d\u7684\u6469\u5c14\u5b9a\u5f8b\u76f8\u4fe1\u5927\u5bb6\u90fd\u542c\u8fc7\uff1a18\u4e2a\u6708\u96c6\u6210\u7535\u8def\u7684\u590d\u6742\u6027\u5c31\u589e\u52a0\u4e00\u500d\u3002\u6240\u4ee5\uff0c\u5b58\u50a8\u5668\u7684\u6210\u672c\u5927\u7ea6\u6bcf18-24\u4e2a\u6708\u5c31\u4e0b\u964d\u4e00\u534a\u3002\u6210\u672c\u7684\u4e0d\u65ad\u4e0b\u964d\u4e5f\u9020\u5c31\u4e86\u5927\u6570\u636e\u7684\u53ef\u5b58\u50a8\u6027\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6bd4\u5982\uff0cGoogle\u5927\u7ea6\u7ba1\u7406\u7740\u8d85\u8fc750\u4e07\u53f0\u670d\u52a1\u5668\u548c100\u4e07\u5757\u786c\u76d8\uff0c\u800c\u4e14Google\u8fd8\u5728\u4e0d\u65ad\u7684\u6269\u5927\u8ba1\u7b97\u80fd\u529b\u548c\u5b58\u50a8\u80fd\u529b\uff0c\u5176\u4e2d\u5f88\u591a\u7684\u6269\u5c55\u90fd\u662f\u57fa\u4e8e\u5728\u5ec9\u4ef7\u670d\u52a1\u5668\u548c\u666e\u901a\u5b58\u50a8\u786c\u76d8\u7684\u57fa\u7840\u4e0a\u8fdb\u884c\u7684\uff0c\u8fd9\u5927\u5927\u964d\u4f4e\u4e86\u5176\u670d\u52a1\u6210\u672c\uff0c\u56e0\u6b64\u53ef\u4ee5\u5c06\u66f4\u591a\u7684\u8d44\u91d1\u6295\u5165\u5230\u6280\u672f\u7684\u7814\u53d1\u5f53\u4e2d\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4ee5Amazon\u4e3e\u4f8b\uff0cAmazon S3 \u662f\u4e00\u79cd\u9762\u5411 Internet \u7684\u5b58\u50a8\u670d\u52a1\u3002\u8be5\u670d\u52a1\u65e8\u5728\u8ba9\u5f00\u53d1\u4eba\u5458\u80fd\u66f4\u8f7b\u677e\u7684\u8fdb\u884c\u7f51\u7edc\u89c4\u6a21\u8ba1\u7b97\u3002Amazon S3 \u63d0\u4f9b\u4e00\u4e2a\u7b80\u660e\u7684 Web \u670d\u52a1\u754c\u9762\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u5b83\u968f\u65f6\u5728 Web \u4e0a\u7684\u4efb\u4f55\u4f4d\u7f6e\u5b58\u50a8\u548c\u68c0\u7d22\u7684\u4efb\u610f\u5927\u5c0f\u7684\u6570\u636e\u3002 \u6b64\u670d\u52a1\u8ba9\u6240\u6709\u5f00\u53d1\u4eba\u5458\u90fd\u80fd\u8bbf\u95ee\u540c\u4e00\u4e2a\u5177\u5907\u9ad8\u6269\u5c55\u6027\u3001\u53ef\u9760\u6027\u3001\u5b89\u5168\u6027\u548c\u5feb\u901f\u4ef7\u5ec9\u7684\u57fa\u7840\u8bbe\u65bd\uff0cAmazon \u7528\u5b83\u6765\u8fd0\u884c\u5176\u5168\u7403\u7684\u7f51\u7ad9\u7f51\u7edc\u3002\u518d\u770b\u770bS3\u7684\u8bbe\u8ba1\u6307\u6807\uff1a\u5728\u7279\u5b9a\u5e74\u5ea6\u5185\u4e3a\u6570\u636e\u5143\u63d0\u4f9b 99.999999999% \u7684\u8010\u4e45\u6027\u548c 99.99% 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