{"id":10311,"date":"2015-08-28T07:37:20","date_gmt":"2015-08-28T07:37:20","guid":{"rendered":"http:\/\/www.knowlesys.cn\/wp\/?p=10311"},"modified":"2015-08-28T07:37:20","modified_gmt":"2015-08-28T07:37:20","slug":"%e5%a6%82%e4%bd%95%e8%ae%be%e8%ae%a1%e4%bc%81%e4%b8%9a%e7%ba%a7%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%88%86%e6%9e%90%e5%b9%b3%e5%8f%b0%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.knowlesys.cn\/wp\/article\/10311","title":{"rendered":"\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\uff1f"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><a href=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/08\/\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0.png\"><img loading=\"lazy\" class=\"aligncenter size-full wp-image-10312\" title=\"\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\" src=\"http:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/08\/\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0.png\" alt=\"\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\" width=\"497\" height=\"288\" srcset=\"https:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/08\/\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0.png 497w, https:\/\/www.knowlesys.cn\/wp\/wp-content\/uploads\/2015\/08\/\u5982\u4f55\u8bbe\u8ba1\u4f01\u4e1a\u7ea7\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0-300x173.png 300w\" sizes=\"(max-width: 497px) 100vw, 497px\" \/><\/a><\/p>\n<p>&nbsp;<\/p>\n<p>\u4f20\u7edf\u4f01\u4e1a\u7684<span style=\"font-family: 'Times New Roman';\">OLAP<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u51e0\u4e4e\u90fd\u662f\u57fa\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u5728\u9762\u4e34\u201c\u5927\u6570\u636e\u201d\u5206\u6790\u74f6\u9888\uff0c\u751a\u81f3\u5b9e\u65f6\u6570\u636e\u5206\u6790\u7684\u6311\u6218\u65f6\uff0c\u5728\u67b6\u6784\u4e0a\u5982\u4f55\u5e94\u5bf9\uff1f\u672c\u6587\u8bd5\u62df\u51fa\u51e0\u4e2a\u5927\u6570\u636e<\/span><span style=\"font-family: 'Times New Roman';\">OLAP<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u5e73\u53f0\u7684\u8bbe\u8ba1\u8981\u70b9\uff0c\u610f\u5728\u629b\u7816\u5f15\u7389\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u7a81\u7834\u8bbe\u8ba1\u539f\u5219<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u5efa\u8bbe\u4f01\u4e1a\u7684\u5927\u6570\u636e\u7ba1\u7406\u5e73\u53f0\uff08<span style=\"font-family: 'Times New Roman';\">Big\u00a0Data\u00a0Management\u00a0Platform<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\uff0c\u7b2c\u4e00\u4e2a\u9762\u4e34\u7684\u6311\u6218\u6765\u81ea\u5386\u53f2\u6570\u636e\u7ed3\u6784\uff0c\u4ee5\u53ca\u4f01\u4e1a\u73b0\u6709\u7684\u6570\u636e\u5e93\u8bbe\u8ba1\u4eba\u5458\u7684\u89c2\u5ff5\u3001\u539f\u5219\u3002\u6570\u636e\u5173\u7cfb\u3001<\/span><span style=\"font-family: 'Times New Roman';\">ACID<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u5728\u5173\u7cfb\u6570\u636e\u5e93\u51e0\u5341\u5e74\u7684\u7edf\u6cbb\u65f6\u671f\u662f\u4e45\u5f97\u4eba\u5fc3\uff0c\u4e0d\u5c11\u5f00\u53d1\u4eba\u5458\u90fd\u6709\u8fc7\u4e3a\u6587\u6863\u3001\u56fe\u7247\u8bbe\u8ba1\u6570\u636e\u8868\uff0c\u6216\u5c06\u6587\u6863\u3001\u56fe\u7247\u5e8f\u5217\u5316\u4e3a\u4e8c\u8fdb\u5236\u6587\u4ef6\u5b58\u5165\u5173\u7cfb\u6570\u636e\u5e93\u7684\u7ecf\u5386\u3002\u5728<\/span><span style=\"font-family: 'Times New Roman';\">BDMP<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u4e4b\u4e0a\uff0c\u6211\u4eec\u9700\u8981\u5bf9\u591a\u79cd\u4e0d\u540c\u7684\u683c\u5f0f\u7684\u6570\u636e\u8fdb\u884c\u6df7\u5408\u5b58\u50a8\uff0c\u8fd9\u5c31\u5fc5\u987b\u610f\u8bc6\u5230\u66fe\u7ecf\u7684\u539f\u5219\u5df2\u7ecf\u4e0d\u518d\u9002\u7528\u2014\u2014<\/span><span style=\"font-family: 'Times New Roman';\">One\u00a0size\u00a0dosen<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u2019<\/span><span style=\"font-family: 'Times New Roman';\">t\u00a0fit\u00a0all<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff0c\u65b0\u7684\u539f\u5219\u2014\u2014<\/span><span style=\"font-family: 'Times New Roman';\">One\u00a0size\u00a0fits\u00a0a\u00a0bunch.<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u4ee5\u4e0b\u662f\u6211\u5217\u51fa\u7684\u4e00\u4e9b<span style=\"font-family: 'Times New Roman';\">NoSQL<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6570\u636e\u5e93\u5728\u8bbe\u8ba1\u4e0a\u7684\u6a21\u5f0f\uff1a<\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u6587\u6863\u6570\u636e\u5e93\uff1a\u6570\u636e\u7ed3\u6784\u662f\u7c7b<span style=\"font-family: 'Times New Roman';\">JSON<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff0c\u53ef\u4ee5\u4f7f\u7528\u5d4c\u5165\uff08<\/span><span style=\"font-family: 'Times New Roman';\">Embed<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\u6216\u6587\u6863\u5f15\u7528\uff08<\/span><span style=\"font-family: 'Times New Roman';\">Reference<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\u7684\u65b9\u5f0f\u6765\u4e3a\u4e24\u4e2a\u4e0d\u540c\u7684\u6587\u6863\u5bf9\u8c61\u5efa\u7acb\u5173\u7cfb\uff1b<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u5217\u7c07\u6570\u636e\u5e93\uff1a\u57fa\u4e8e\u67e5\u8be2\u8fdb\u884c\u8bbe\u8ba1\uff0c\u6709\u5bbd\u884c\uff08<span style=\"font-family: 'Times New Roman';\">Wild\u00a0Rows<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\u548c\u7a84\u884c\uff08<\/span><span style=\"font-family: 'Times New Roman';\">Skinny\u00a0Rows<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\u7684\u8bbe\u8ba1\u51b3\u7b56\uff1b<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u7d22\u5f15\u6570\u636e\u5e93\uff1a\u57fa\u4e8e\u641c\u7d22\u8fdb\u884c\u8bbe\u8ba1\uff0c\u5728\u8bbe\u8ba1\u65f6\u9700\u8981\u8003\u8651\u5bf9\u5bf9\u6bcf\u4e2a\u5b57\u6bb5\u5185\u5bb9\u7684\u5904\u7406\uff08<span style=\"font-family: 'Times New Roman';\">Analysis<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff09\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u641c\u7d22\u548c\u67e5\u8be2\u7684\u533a\u522b\u5728\u4e8e\uff0c\u5bf9\u8fd4\u56de\u5185\u5bb9\u7684\u6392\u5e8f\uff0c\u641c\u7d22\u5f15\u64ce\u4fa7\u91cd\u4e8e\u6587\u672c\u5206\u6790\u548c\u5173\u952e\u5b57\u6743\u91cd\u7684\u5904\u7406\u4e0a\uff0c\u800c\u67e5\u8be2\u901a\u5e38\u53ea\u662f\u5bf9\u6570\u636e\u8fdb\u884c\u5355\u5217\u6216\u591a\u5217\u6392\u5e8f\u8fd4\u56de\u5373\u53ef\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u6570\u636e\u5b58\u50a8\u7684\u4e8c\u516b\u539f\u5219<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u4e0d\u5c11\u4f01\u4e1a\u5728\u89e3\u51b3\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u7684\u95ee\u9898\u4e0a\uff0c\u8981\u4e48\u662f\u628a\u5173\u7cfb\u6570\u636e\u5e93\u5168\u90e8\u5f80<span style=\"font-family: 'Times New Roman';\">Hadoop<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u4e0a\u4e00\u5bfc\u5165\uff0c\u8981\u4e48\u662f\u628a\u4ee5\u524d\u7684\u975e\u7ed3\u6784\u5316\u6570\u636e\u5982\u65e5\u5fd7\u3001\u70b9\u51fb\u6d41\u5f80<\/span><span style=\"font-family: 'Times New Roman';\">NoSQL<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6570\u636e\u5e93\u4e2d\u5199\u5165\uff0c\u4f46\u6700\u540e\u5f80\u5f80\u53d1\u73b0\u524d\u8005\u8fd8\u662f\u65e0\u6cd5\u89e3\u51b3\u5927\u6570\u636e\u5206\u6790\u7684\u6027\u80fd\u74f6\u9888\uff0c\u540e\u8005\u4e5f\u65e0\u6cd5\u56de\u7b54\u6570\u636e\u5982\u4f55\u53d1\u6325\u4e1a\u52a1\u4ef7\u503c\u7684\u95ee\u9898\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u5728\u6570\u636e\u7684\u4ef7\u503c\u548c\u4f7f\u7528\u4e0a\uff0c\u5176\u5b9e\u4e5f\u5b58\u5728\u7740\u4e8c\u516b\u539f\u5219\uff1a<\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>20%<span style=\"font-family: \u5b8b\u4f53;\">\u7684\u6570\u636e\u53d1\u6325\u7740<\/span><span style=\"font-family: 'Times New Roman';\">80%<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7684\u4e1a\u52a1\u4ef7\u503c\uff1b<\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p><strong>80%<span style=\"font-family: \u5b8b\u4f53;\">\u7684\u6570\u636e\u8bf7\u6c42\u53ea\u9488\u5bf9<\/span><span style=\"font-family: 'Times New Roman';\">20%<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7684\u6570\u636e\u3002<\/span><\/strong><\/p>\n<p>&nbsp;<\/p>\n<p>\u76ee\u524d\u6765\u770b\uff0c\u4e0d\u7ba1\u662f\u6570\u636e\u5b58\u50a8\u5904\u7406\u3001\u5206\u6790\u8fd8\u662f\u6316\u6398\uff0c\u6700\u5b8c\u6574\u548c\u6210\u719f\u7684\u751f\u6001\u5708\u8fd8\u662f\u57fa\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u6bd4\u5982\u62a5\u8868\u3001\u8054\u673a\u5206\u6790\u7b49\u5de5\u5177\uff1b\u53e6\u5916\u5c31\u662f\u6570\u636e\u5206\u6790\u4eba\u5458\u66f4\u504f\u91cd\u4e8e\u67e5\u8be2\u5206\u6790\u8bed\u8a00\u5982<span style=\"font-family: 'Times New Roman';\">SQL<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u3001<\/span><span style=\"font-family: 'Times New Roman';\">R<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u3001<\/span><span style=\"font-family: 'Times New Roman';\">Python<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6570\u636e\u5206\u6790\u5305\u800c\u4e0d\u662f\u7f16\u7a0b\u8bed\u8a00\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u4f01\u4e1a\u5927\u6570\u636e\u5e73\u53f0\u5efa\u8bbe\u7684\u4e8c\u516b\u539f\u5219\u662f\uff0c\u5c06<span style=\"font-family: 'Times New Roman';\">20%<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6700\u6709\u4ef7\u503c\u7684\u6570\u636e\u2014\u2014\u4ee5\u7ed3\u6784\u5316\u7684\u5f62\u5f0f\u5b58\u50a8\u5728\u5173\u7cfb\u578b\u6570\u636e\u5e93\u4e2d\u4f9b\u4e1a\u52a1\u4eba\u5458\u8fdb\u884c\u67e5\u8be2\u548c\u5206\u6790\uff1b\u800c\u5c06<\/span><span style=\"font-family: 'Times New Roman';\">80%<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7684\u6570\u636e\u2014\u2014\u4ee5\u975e\u7ed3\u6784\u5316\u3001\u539f\u59cb\u5f62\u5f0f\u5b58\u50a8\u5728\u76f8\u5bf9\u5ec9\u4ef7\u7684<\/span><span style=\"font-family: 'Times New Roman';\">Hadoop<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7b49\u5e73\u53f0\u4e0a\uff0c\u4f9b\u6709\u4e00\u5b9a\u6570\u636e\u6316\u6398\u6280\u672f\u7684\u6570\u636e\u5206\u6790\u5e08\u6216\u6570\u636e\u5de5\u7a0b\u5e08\u8fdb\u884c\u4e0b\u4e00\u6b65\u6570\u636e\u5904\u7406\u3002\u7ecf\u8fc7\u52a0\u5de5\u7684\u6570\u636e\u53ef\u4ee5\u4ee5\u6570\u636e\u96c6\u5e02\u6216\u6570\u636e\u6a21\u578b\u7684\u5f62\u5f0f\u5b58\u50a8\u5728<\/span><span style=\"font-family: 'Times New Roman';\">NoSQL<\/span><span style=\"font-family: 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style=\"font-family: 'Times New Roman';\">Hadoop<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6216<\/span><span style=\"font-family: 'Times New Roman';\">Spark<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7b49\u6846\u67b6\u7f16\u5199\u5206\u6790\u7b97\u6cd5\u5e76\u76f4\u63a5\u5728\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u53ef\u4ee5\u5927\u5927\u8282\u7ea6\u6570\u636e\u5bfc\u51fa\u5bfc\u5165\u3001\u683c\u5f0f\u8f6c\u6362\u4e0e\u5404\u79cd\u5206\u6790\u5de5\u5177\u5bf9\u63a5\u7684\u65f6\u95f4\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p>\u5728\u7ebf\u6570\u636e\u5904\u7406\u6309\u7167\u5b58\u50a8\u548c\u5206\u6790\u7684\u5148\u540e\u987a\u5e8f\uff0c\u53ef\u5206\u4e3a\u6279\u5904\u7406\uff08\u5148\u5b58\u50a8\u540e\u5206\u6790\uff09\u548c\u6d41\u5904\u7406\uff08\u5148\u5206\u6790\u540e\u5b58\u50a8\uff09\u4e24\u7c7b\u3002<span style=\"font-family: 'Times New Roman';\">Cassandra<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u6570\u636e\u5e93\u7684\u8bbe\u8ba1\u91c7\u7528\u4e0a\u6570\u636e\u8ffd\u52a0\u5199\u5165\u6a21\u5f0f\uff0c\u53ef\u4ee5\u652f\u6301\u5b9e\u65f6\u6279\u5904\u7406\uff1b\u6d41\u5f0f\u8ba1\u7b97\u5e73\u53f0\u5219\u6709<\/span><span style=\"font-family: 'Times New Roman';\">Apache\u00a0Storm<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u3001<\/span><span style=\"font-family: 'Times New Roman';\">Yahoo\u00a0S4<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u7b49\u5f00\u6e90\u6846\u67b6\uff0c\u5546\u4e1a\u5e73\u53f0\u6709<\/span><span style=\"font-family: 'Times New Roman';\">Amazon\u00a0Kenisis<\/span><span style=\"font-family: \u5b8b\u4f53;\">\uff08\u90e8\u7f72\u5728\u4e91\u7aef\uff09\u3002\u4f01\u4e1a\u7684\u5b9e\u65f6\u5206\u6790\u9700\u6c42\u5f80\u5f80\u6709\u7279\u5b9a\u7684\u5e94\u7528\u573a\u666f\uff0c\u9700\u8981\u5bf9\u4e1a\u52a1\u548c\u73b0\u884c\u7cfb\u7edf\u6709\u6df1\u5165\u7684\u7406\u89e3\u624d\u80fd\u8bbe\u8ba1\u51fa\u4e00\u4e2a\u5408\u7406\u7684\u67b6\u6784\u3002<\/span><\/p>\n<p>&nbsp;<\/p>\n<p style=\"text-align: right;\"><strong>via<span style=\"font-family: \u5b8b\u4f53;\">\uff1a<\/span><span style=\"font-family: 'Times New Roman';\">Silent\u00a0River\u00a0<\/span><span style=\"font-family: \u5b8b\u4f53;\">\u4f5c\u8005\uff1a<\/span><span style=\"font-family: 'Times New Roman';\">Justina\u00a0Chen<\/span><\/strong><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; &nbsp; \u4f20\u7edf\u4f01\u4e1a\u7684OLAP\u51e0\u4e4e\u90fd\u662f\u57fa\u4e8e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u5728\u9762\u4e34\u201c\u5927\u6570\u636e\u201d\u5206\u6790\u74f6\u9888\uff0c\u751a\u81f3\u5b9e\u65f6\u6570\u636e [&hellip;]<\/p>\n","protected":false},"author":13,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1662],"tags":[333,1990],"_links":{"self":[{"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/posts\/10311"}],"collection":[{"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/comments?post=10311"}],"version-history":[{"count":2,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/posts\/10311\/revisions"}],"predecessor-version":[{"id":10314,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/posts\/10311\/revisions\/10314"}],"wp:attachment":[{"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/media?parent=10311"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/categories?post=10311"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.knowlesys.cn\/wp\/wp-json\/wp\/v2\/tags?post=10311"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}