{"id":697,"date":"2022-09-17T13:44:25","date_gmt":"2022-09-17T05:44:25","guid":{"rendered":"http:\/\/viplao.com\/?p=697"},"modified":"2022-09-17T13:44:25","modified_gmt":"2022-09-17T05:44:25","slug":"it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"http:\/\/viplao.com\/index.php\/2022\/09\/17\/it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5\/","title":{"rendered":"IT\u670d\u52a1\u6cbb\u7406 &#8211; \u552f\u54c1\u4f1a\u5927\u6570\u636e\u5efa\u8bbe\u601d\u8def\u4e0e\u5b9e\u8df5"},"content":{"rendered":"\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_1.jpg\" 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href=\"http:\/\/viplao.com\/index.php\/2022\/09\/17\/it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5\/#%E5%94%AF%E5%93%81%E4%BC%9A%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%95%B4%E4%BD%93%E8%A7%84%E5%88%92\" title=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u6574\u4f53\u89c4\u5212\">\u552f\u54c1\u4f1a\u5927\u6570\u636e\u6574\u4f53\u89c4\u5212<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/17\/it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5\/#%E6%95%B0%E6%8D%AE%E5%B9%B3%E5%8F%B0%E7%9A%84%E5%BB%BA%E8%AE%BE\" title=\"\u6570\u636e\u5e73\u53f0\u7684\u5efa\u8bbe\">\u6570\u636e\u5e73\u53f0\u7684\u5efa\u8bbe<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/17\/it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5\/#%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AF%B9%E4%BA%8E%E6%8A%80%E6%9C%AF%E8%BF%90%E8%90%A5\" title=\"\u5927\u6570\u636e\u5bf9\u4e8e\u6280\u672f\u8fd0\u8425\">\u5927\u6570\u636e\u5bf9\u4e8e\u6280\u672f\u8fd0\u8425<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"http:\/\/viplao.com\/index.php\/2022\/09\/17\/it%e6%9c%8d%e5%8a%a1%e6%b2%bb%e7%90%86-%e5%94%af%e5%93%81%e4%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%bb%ba%e8%ae%be%e6%80%9d%e8%b7%af%e4%b8%8e%e5%ae%9e%e8%b7%b5\/#%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%9C%A8%E5%94%AF%E5%93%81%E4%BC%9A%E7%89%B9%E5%8D%96%E6%A8%A1%E5%BC%8F%E7%9A%84%E4%B8%9A%E5%8A%A1%E4%BB%B7%E5%80%BC\" title=\"\u5927\u6570\u636e\u5728\u552f\u54c1\u4f1a\u7279\u5356\u6a21\u5f0f\u7684\u4e1a\u52a1\u4ef7\u503c\">\u5927\u6570\u636e\u5728\u552f\u54c1\u4f1a\u7279\u5356\u6a21\u5f0f\u7684\u4e1a\u52a1\u4ef7\u503c<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%94%AF%E5%93%81%E4%BC%9A%E5%A4%A7%E6%95%B0%E6%8D%AE%E6%95%B4%E4%BD%93%E8%A7%84%E5%88%92\"><\/span>\u552f\u54c1\u4f1a\u5927\u6570\u636e\u6574\u4f53\u89c4\u5212<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u5927\u6570\u636e\u65e0\u975e\u662f\u6570\u636e\u7684\u6536\u96c6\u3001\u8ba1\u7b97\u548c\u5b58\u50a8\u3002\u6574\u4e2a\u6570\u636e\u7684\u5b9e\u65f6\u63a5\u5165\uff0c\u5305\u62ec\u5404\u79cd\u5404\u6837\u7684log\uff0c\u6211\u4eec\u7684\u7cfb\u7edf\u628a\u8fd9\u4e9b\u4e1c\u897f\u79bb\u7ebf\u3001\u5b9e\u65f6\u5730\u6536\u96c6\u8fdb\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_3.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u5982\u4f55\u89c4\u5212\u7cfb\u7edf\u7684\u8d44\u6e90\uff0c\u624d\u80fd\u505a\u5230\u9ad8\u6548\u7684\u8c03\u5ea6\u548c\u5229\u7528\uff1f\u8fd9\u662f\u4e00\u5927\u6539\u53d8\u671f\uff0c\u6709\u4e86\u8fd9\u6837\u4e00\u4e2a\u5e73\u53f0\u4ee5\u540e\uff0c\u5982\u4f55\u505a\u5404\u4e2a\u6570\u636e\u7684\u5206\u6790\u548c\u8ba1\u7b97\uff1f\u4e0d\u80fd\u53ea\u662f\u505a\u62a5\u8868\uff0c\u62a5\u8868\u4e4b\u540e\uff0c\u6570\u636e\u5e94\u7528\u662f\u4e00\u6b65\u4e00\u6b65\u5730\u505a\u8fc7\u53bb\uff0c\u7b2c\u4e00\u6b21\u662f\u62a5\u8868\uff0c\u7136\u540e\u7ed9\u5230\u9ad8\u7ba1\u7684\u3001\u7ed9\u5230\u5546\u52a1\u7684\u3001\u7ed9\u5230\u4f9b\u5e94\u5546\u7684\uff0c\u518d\u505a\u6210\u5404\u79cd\u5404\u6837\u7684\u6570\u636e\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u6700\u6838\u5fc3\u7684\u5927\u6570\u636e\u662f\u4ec0\u4e48\uff0c\u50cf\u5728\u552f\u54c1\u4f1a\u8fd9\u6837\u7684\u7535\u5546\u91cc\uff0c\u7531\u4e8e\u7535\u5546\u7684\u672c\u8d28\u5de5\u4f5c\u662f\u4e70\u8fdb\u5546\u54c1\u548c\u5356\u51fa\u5546\u54c1\uff0c\u90a3\u4e48\u5927\u6570\u636e\u5982\u4f55\u5e2e\u52a9\u516c\u53f8\u66f4\u597d\u5730\u4e70\u8fdb\u5546\u54c1\u548c\u5356\u51fa\u5546\u54c1\u5c31\u662f\u6838\u5fc3\u6240\u5728\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E6%95%B0%E6%8D%AE%E5%B9%B3%E5%8F%B0%E7%9A%84%E5%BB%BA%E8%AE%BE\"><\/span>\u6570\u636e\u5e73\u53f0\u7684\u5efa\u8bbe<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_4.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u552f\u54c1\u4f1a\u6210\u7acb\u81f3\u4eca\u5df2\u67095\u5e74\u65f6\u95f4\uff0c\u800c\u771f\u6b63\u8fd0\u7528\u5927\u6570\u636e\u5f00\u5c55\u4e1a\u52a1\u4e5f\u6709\u5feb3\u5e74\u4e86\u3002\u7531\u6700\u65e9\u7684DW\u3001Greenplum\u3001\u7b80\u5355\u7684\u62a5\u8868\uff0c\u5728\u9047\u5230\u5f88\u591a\u7684\u74f6\u9888\u4e4b\u540e\u5f00\u59cb\u9010\u6e10\u8fc1\u79fb\u81f3Hadoop\u8fd9\u4e2a\u5e73\u53f0\u3002\u56e0\u4e3a\u6211\u4eec\u7684\u89c4\u6a21\u8981\u505a\u5230\u5f88\u5927\uff0c\u6211\u4eec\u73b0\u5728\u5dee\u4e0d\u591a\u670910\u4e2aPB\u7684\u6570\u636e\uff0c\u5982\u679c\u6211\u4eec\u8fd8\u5728\u4f7f\u7528Greenplum\u7684\u8bdd\u662f\u96be\u4ee5\u652f\u6491\u7684\u3002\u6240\u4ee5\u6211\u4eec\u4ece2\u5e74\u591a\u524d\u5c31\u9010\u6e10\u8fc1\u79fb\u5230Hadoop\u5e73\u53f0\uff0c\u73b0\u5728\u662f\u53cc\u5e73\u53f0\u8fd0\u884c\uff0c\u56e0\u4e3a\u5b83\u4eec\u6709\u5404\u81ea\u7684\u4f18\u52bf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_5.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u5728\u79bb\u7ebf\u5e73\u53f0\u8fd9\u4e00\u5757\u5176\u5b9e\u6211\u4eec\u8ddf\u5176\u4ed6\u5927\u516c\u53f8\u4e00\u6837\uff0c\u4e00\u5f00\u59cb\u662f Oracle\u6216\u8005Puredata\uff0c\u540e\u6765\u662f\u8d70\u5411\u4e00\u4e9bMPP\u7684\u67b6\u6784\uff0c\u4f8b\u5982Greenplum\u3002\u5176\u5b9e\u6211\u4eec\u6700\u65e9\u662f\u5728MySQL\u4e0a\u9762\u8dd1\uff0c\u540e\u6765\u8fc1\u79fb\u5230Greenplum\u3002\u5176\u5b9e\u90a3\u4e2a\u65f6\u5019\u6211\u4eec\u662f\u53ef\u4ee5\u89e3\u51b3\u95ee\u9898\u7684\uff0c\u4f46\u662f\u6211\u4eec\u4e0d\u77e5\u9053\u4f1a\u4e0d\u4f1a\u9047\u5230\u74f6\u9888\uff0c\u6240\u4ee5\u6211\u4eec\u9010\u6e10\u5728\u5411Hadoop\u8fc1\u79fb\u3002\u8fc1\u79fb\u662f\u5148\u628a\u7b80\u5355\u7684\u3001\u91cf\u5927\u7684\u8fc1\u79fb\u51fa\u6765\uff0c\u7136\u540e\u518d\u505a\u590d\u6742\u7684\u4ea4\u6613\u6570\u636e\u7684\u8fc1\u79fb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_6.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u7531\u4e8e\u6570\u636e\u91cf\u8d8a\u6765\u8d8a\u5927\uff0c\u6211\u4eec\u5728Hadoop\u4e0a\u4e00\u76f4\u52a0\u8282\u70b9\u3002\u9664\u4e86\u6570\u636e\u91cf\u8d8a\u6765\u8d8a\u5927\uff0c\u4e1a\u52a1\u8ba1\u7b97\u91cf\u8d8a\u6765\u8d8a\u5927\uff0c\u5bf9\u6570\u636e\u5b9e\u65f6\u6027\u8981\u6c42\u4e5f\u8d8a\u6765\u8d8a\u9ad8\u3002\u6211\u4eec\u662f\u901a\u8fc7\u4ecedaily joib \u5230hourly job\uff0c\u5dee\u4e0d\u591a40%\u7684\u8d44\u6e90\u90fd\u88abhourly job\u6240cover\u6389\u3002\u6211\u4eec\u73b0\u5728\u6709\u5f88\u5927\u4e00\u5757\u5df2\u7ecf\u662f\u5b9e\u65f6\u5316\u4e86\uff0c\u4f46\u662f\u4ece\u590d\u6742\u7684 hardly job\u8fc1\u79fb\u5230\u5b9e\u65f6\u7684Storm\u5176\u5b9e\u662f\u5f88\u590d\u6742\u7684\u3002\u56e0\u4e3a\u5728Hadoop\u91cc\u5f88\u590d\u6742\u7684\u903b\u8f91\u5176\u5b9e\u8981\u8868\u73b0\u5728Storm\u6216\u8005Spark\u4e0a\u5176\u5b9e\u8fd8\u662f\u5f88\u8f9b\u82e6\u7684\uff0c\u6211\u4eec\u73b0\u5728\u8fd8\u5728\u5f88\u75db\u82e6\u7684\u8fc1\u79fb\u8fc7\u7a0b\u4e2d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_7.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u5728\u8fc7\u53bb3\u5e74\u6211\u4eec\u53d1\u73b0\uff0c\u7528\u6237\u7684\u9700\u6c42\u662f\u65e0\u7a77\u65e0\u5c3d\u7684\uff0c\u4f60\u6c38\u8fdc\u65e0\u6cd5\u6ee1\u8db3\u4e1a\u52a1\u7aef\u7684\u9700\u6c42\u3002\u6240\u4ee5\u6211\u4eec\u73b0\u5728\u5728\u505a\u5f00\u653e\u6570\u636e\u5e73\u53f0\u3002\u5f00\u653e\u6570\u636e\u5e73\u53f0\u5c31\u662f\u62bd\u53d6\u3001\u8c03\u5ea6\u3001\u8ba1\u7b97\u3001\u5b58\u50a8\u3001\u62a5\u8868\u7684\u5e73\u53f0\u3002\u4e00\u4e2a\u56e2\u961f\u4e0d\u53ef\u80fd\u505a\u6574\u4e2a\u516c\u53f8\u91cc\u9762\u7684\u4e1c\u897f\uff0c\u5176\u5b9e\u5f88\u591a\u4e1c\u897f\u5c31\u662f\u96c6\u4e2d\u548c\u5206\u6563\u7684\u8fc7\u7a0b\u3002\u5f88\u591a\u516c\u53f8\u90fd\u5728\u505a\uff0c\u5c31\u662f\u628a\u6570\u636e\u5e73\u53f0\u5f00\u653e\u51fa\u6765\uff0c\u8ba9\u4f60\u80fd\u591f\u5728\u4e0a\u9762\u5b9a\u4e49\u4f60\u7684job\uff0c\u53ef\u4ee5\u7528\u6765\u62bd\u53d6\u6570\u636e\uff0c\u505a\u4f60\u7684ETL\u5f00\u53d1\uff0c\u7136\u540e\u81ea\u5df1\u53d1\u5e03\u5404\u79cd\u5404\u6837\u7684\u62a5\u8868\u3002<\/p>\n\n\n\n<p>\u8fd8\u6709\u4e00\u5757\u5c31\u662f\u6210\u672cchange back\u3002\u56e0\u4e3a\u5f53\u4f60\u5f00\u653e\u4e86\u6570\u636e\u5e73\u53f0\u540e\uff0c\u5176\u4ed6\u4eba\u4f1a\u5728\u4e0a\u9762\u63d0\u4ea4\u5404\u79cd\u5404\u6837\u7684job\uff0c\u5f88\u591ajob\u5c5e\u4e8e\u6027\u80fd\u5f88\u5dee\uff0c\u5360\u7528\u8d44\u6e90\u975e\u5e38\u9ad8\uff0c\u4f60\u7684\u673a\u5668\u5f88\u5feb\u4f1a\u8dd1\u6ee1\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4e00\u65b9\u9762\u8981\u5f15\u5bfc\uff0c\u4e00\u65b9\u9762\u8981\u7ed9\u4e88\u8fd9\u79cdchange back\u7684\u673a\u5236\uff0c\u8ba9\u66f4\u591a\u7684\u4f7f\u7528\u56e2\u961f\u6709\u52a8\u529b\u53bb\u4f18\u5316\u4ed6\u4eec\u7684\u4e1c\u897f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_8.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_9.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_10.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u63a5\u4e0b\u6765\u5206\u4eab\u4e00\u4e0b\u5927\u6570\u636e\u5728\u5b9e\u65f6\u8ba1\u7b97\u7684\u5c42\u9762\u4e0b\u78b0\u5230\u7684\u74f6\u9888\uff0c\u4ee5\u53ca\u6211\u4eec\u662f\u600e\u6837\u89e3\u51b3\u7684\u3002\u8fd9\u91cc\u6211\u4eec\u5217\u4e3e\u7684\u662f\u5927\u6570\u636e\u7684Hbase \u8ddf Redis\u3002\u6211\u4eec\u73b0\u5728\u8d70\u7684\u8def\u4e00\u4e2a\u662f\u5ba2\u6237\u7aefShard\uff0c\u4e00\u4e2a\u662f\u5e94\u7528\u7a0b\u5e8f\u7684\u4f18\u5316\uff0c\u4e00\u5757\u662f Twemproxy\uff0c\u6700\u540e\u4e00\u5757\u662f\u6211\u4eec\u73b0\u5728\u4e3b\u529b\u5728\u63a8\u7684 Redis Cluster\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\uff0c\u4e1a\u52a1\u7684\u589e\u52a0\u53ea\u9700\u8981\u5806\u670d\u52a1\u5668\u5c31\u80fd\u89e3\u51b3\uff0c\u4e0d\u9700\u8981\u53bb\u6539\u53d8code\u3002\u8fd9\u5c31\u662f\u4e00\u4e2a\u5e73\u53f0\u5b83\u5b58\u5728\u7684\u5fc5\u8981\u6027\uff0c\u80fd\u591f\u8ba9\u5927\u5bb6follow\u5728\u4e1a\u52a1\u4e0a\u9762\uff0c\u4e0d\u53bb\u5173\u7cfb\u5e95\u5c42\u7684\u57fa\u7840\u67b6\u6784\u600e\u4e48\u5b9e\u73b0\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_11.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u6211\u4eec\u76ee\u524d\u9762\u4e34\u7684\u4e00\u4e9b\u6311\u6218\uff1a1\u3001\u5b9e\u65f6\u8ba1\u7b97\u771f\u6b63\u4f5c\u4e3a\u4e00\u4e2a\u5e73\u53f0\u80fd\u591f\u63a8\u51fa\u53bb\uff0c\u8ba9\u5927\u5bb6\u90fd\u80fd\u591f\u5728\u4e0a\u9762\u5f00\u53d1\uff0c\u800c\u4e0d\u662f\u4f60\u4e00\u4e2a\u4eba\u73a9\u7684\u4e1c\u897f\uff0c\u8ba9\u5927\u5bb6\u5728\u4e0a\u9762\u5f00\u53d1\u3001\u8fd0\u8425\u4f1a\u66f4\u52a0\u7b80\u5355\u30022\u3001\u5b9e\u65f6\u548c\u79bb\u7ebf\u7684\u878d\u5408\u3002\u79bb\u7ebf\u7684job\u4f1a\u6c38\u8fdc\u5b58\u5728\uff0c\u5b9e\u65f6job\u4e5f\u4f1a\u6c38\u8fdc\u5b58\u5728\uff0c\u4e1a\u52a1\u7684\u9700\u6c42\u4f1a\u8d8a\u6765\u8d8a\u9ad8\uff0c\u90a3\u600e\u4e48\u529e\uff1f\u8fd9\u662f\u6211\u4eec\u4e00\u76f4\u5728\u601d\u8003\u7684\u95ee\u9898\u30023\u3001\u79bb\u7ebf\u5411\u5b9e\u65f6\u8fc1\u79fb\u7684\u6210\u672c\u3002\u6211\u4eec\u65b0\u7684\u4e1c\u897f\u8fdb\u6765\u4ee5\u540e\u7528\u5b9e\u65f6\uff0c\u4f46\u662f\u6709\u4e9b\u4e1a\u52a1\u903b\u8f91\u8fc7\u4e8e\u590d\u6742\uff0c\u5728\u5b9e\u65f6\u65b9\u9762\u4f1a\u505a\u5f97\u5f88\u8f9b\u82e6\uff0c\u8be5\u600e\u4e48\u529e\uff1f<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_12.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%AF%B9%E4%BA%8E%E6%8A%80%E6%9C%AF%E8%BF%90%E8%90%A5\"><\/span>\u5927\u6570\u636e\u5bf9\u4e8e\u6280\u672f\u8fd0\u8425<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_13.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_14.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_15.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u4e0b\u9762\u8bb2\u4e00\u4e0b\u5b9e\u65f6\u8ba1\u7b97\u600e\u6837\u6765\u5e2e\u52a9\u516c\u53f8\u7684\u6280\u672f\u8fd0\u8425\u3002\u8fd9\u4e2a\u6307\u7684\u662f\u6211\u4eec\u7684\u5b9e\u65f6\u4e1a\u52a1\u76d1\u63a7\uff0c\u6bd4\u5982\u8bf4\u4f5c\u4e3a\u4e00\u4e2a\u7535\u5546\uff0c\u6211\u8981\u76d1\u63a7\u6709\u591a\u5c11\u7528\u6237\u5b9e\u65f6\u5728\u770b\u3001\u591a\u5c11\u7528\u6237\u540c\u65f6\u5728\u7ebf\u3001\u591a\u5c11\u7528\u6237\u770b\u4e86\u591a\u5c11PV\uff0c\u591a\u5c11\u7528\u6237\u5728\u6d4f\u89c8\u3001\u591a\u5c11\u7528\u6237\u5728\u52a0\u8d2d\u7269\u8f66\u3001\u591a\u5c11\u7528\u6237\u5728\u4ed8\u94b1\u7b49\u7b49\uff0c\u6bcf\u4e2a\u5b9e\u65f6\u7684\u4e1c\u897f\u6211\u90fd\u5e94\u8be5\u77e5\u9053\uff0c\u8fd9\u5c31\u662f\u4e00\u4e2a\u5f88\u5178\u578b\u7684\u573a\u666f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_16.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_17.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_18.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u8fd9\u91cc\u8c08\u4e00\u8c08\u7f51\u7ad9\u8fd0\u8425\uff0c\u6bd4\u5982\u8bf4\u6211\u7684\u7f51\u7ad9\u67095000\u4e2a\u670d\u52a1\u5668\uff0c\u63d0\u4f9b100\u591a\u4e2a\u4e0d\u540c\u7684\u529f\u80fd\uff0c\u6bcf\u4e2a\u529f\u80fd\u662f\u4e0d\u662f\u90fd\u5728\u6b63\u5e38\u5de5\u4f5c\u3001\u662f\u4e0d\u662f\u8db3\u591f\u7684\u54cd\u5e94\u5feb\u3001\u54cd\u5e94\u65f6\u95f4\u662f\u4e0d\u662f\u5f88\u957f\u3001\u9519\u8bef\u7387\u600e\u6837\u2026\u2026\u90fd\u5e94\u8be5\u77e5\u9053\u3002\u600e\u6837\u7528\u5927\u6570\u636e\u7684\u6280\u672f\u80fd\u591f\u5e2e\u52a9\u5230\u8fd9\u4e00\u5757\uff0c\u8fd9\u662f\u5178\u578b\u7684Spark\u7684\u8fd0\u8425\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u521a\u624d\u8bb2\u7684\u662f\u5e94\u7528\u670d\u52a1\u5668\uff0c\u90a3\u4e48\u6570\u636e\u5b58\u50a8\u5c42\u8fd9\u5757\uff0c\u6bd4\u5982\u8bf4\u7f51\u7ad9\u4e0a\u53ef\u80fd\u4f1a\u6709Oracle\u3001Mysql\u3001Hbase\u7b49\u5404\u79cd\u5404\u6837\u7684\u5b58\u50a8\uff0c\u90a3\u6211\u8fd9\u4e2a\u5b58\u50a8\u4f5c\u4e3aservice provider\uff0c\u63d0\u4f9b\u51fa\u53bb\u7684\u670d\u52a1\u662f\u4e0d\u662f\u6b63\u5e38\u3002\u6b63\u5e38\u662f\u4ec0\u4e48\u610f\u601d\uff1f\u54cd\u5e94\u65f6\u95f4\u662f\u5bf9\u7684\uff0c\u5e73\u5e38\u6bcf\u4e2a\u542f\u52a8\u8fc7\u6765\u662f1ms\uff0c\u73b0\u5728\u8fd8\u662f1ms\uff0c\u5e73\u5e38\u662f10ms\uff0c\u6211\u8fd8\u662f10ms\u3002\u5982\u679c\u51fa\u95ee\u9898\u4e86\uff0c\u6000\u7591\u662f\u6570\u636e\u5e93\u51fa\u95ee\u9898\uff0c\u4f60\u8981\u7528\u6570\u636e\u6765\u8bf4\u8bdd\u3002\u53c8\u6bd4\u5982\u8bf4\u8bf7\u6c42\u91cf\u589e\u52a0\u4e8610\u500d\uff0c\u6bcf\u4e2a\u5e93\u5bf9\u6211\u7f13\u5b58\u7684\u8bbf\u95ee\u91cf\u662f\u4ec0\u4e48\u6837\u5b50\uff0c\u5404\u6709\u4ec0\u4e48\u6837\u7684\u767e\u5206\u6bd4\uff0c\u5404\u4e2a\u662f\u4ec0\u4e48\u54cd\u5e94\u65f6\u95f4\u3002\u5176\u5b9e\u5927\u6570\u636e\u7684\u6838\u5fc3\u5c31\u662f\u7528\u4e1a\u52a1\u6570\u636e\u6765\u8bf4\u8bdd\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_19.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E5%A4%A7%E6%95%B0%E6%8D%AE%E5%9C%A8%E5%94%AF%E5%93%81%E4%BC%9A%E7%89%B9%E5%8D%96%E6%A8%A1%E5%BC%8F%E7%9A%84%E4%B8%9A%E5%8A%A1%E4%BB%B7%E5%80%BC\"><\/span>\u5927\u6570\u636e\u5728\u552f\u54c1\u4f1a\u7279\u5356\u6a21\u5f0f\u7684\u4e1a\u52a1\u4ef7\u503c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u4f5c\u4e3a\u7535\u5546\uff0c\u6211\u4eec\u5176\u5b9e\u662f\u8981\u5f15\u6765\u6d41\u91cf\u6216\u4e70\u6765\u6d41\u91cf\uff0c\u7136\u540e\u4e70\u6765\u5546\u54c1\u5356\u7ed9\u7528\u6237\u3002\u6211\u4eec\u8981\u8003\u8651\u4e1c\u897f\u600e\u4e48\u5206\u5230\u5404\u4e2a\u4ed3\u5e93\u91cc\uff0c\u8fd9\u4e2a\u5f88\u6709\u8bb2\u7a76\uff0c\u80fd\u591f\u6781\u5927\u5730\u964d\u4f4e\u6210\u672c\u3002\u53e6\u5916\uff0c\u6d41\u91cf\u4e0b\u6765\u4ee5\u540e\u600e\u6837\u628a\u94b1\u653e\u5230\u5408\u9002\u7684\u6e20\u9053\u4e0a\u3002\u6700\u540e\uff0c\u7528\u6237\u8fdb\u6765\u4e4b\u540e\uff0c\u6211\u4eec\u8ba9\u4ed6\u770b\u5230\u4ec0\u4e48\u54c1\u724c\u548c\u5546\u54c1\uff0c\u624d\u80fd\u4fc3\u8fdb\u4e70\u5356\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_20.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_21.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u8fd9\u662f\u6211\u4eec\u7684\u6570\u636e\u5316\u8fd0\u8425\u6a21\u5f0f\u3002\u5bf9\u5916\uff0c\u6211\u4eec\u6709\u4f9b\u5e94\u5546\uff0c\u4f1a\u7ed9\u4ed6\u6570\u636e\u9b54\u65b9\u3002\u4f9b\u5e94\u5546\u5173\u5fc3\u4ec0\u4e48\uff0c\u4f60\u5e94\u8be5\u8ba9\u4ed6\u770b\u5230\uff0c\u5e2e\u52a9\u4ed6\u63d0\u9ad8\u9500\u552e\u3002\u5bf9\u5185\uff0c\u6bd4\u5982\u5bf9\u9ad8\u7ba1\uff0c\u6211\u4eec\u8981\u8ba9\u4ed6\u5b9e\u65f6\u5730\u77e5\u9053\u6211\u4eec\u516c\u53f8\u7684\u8fd0\u8425\u60c5\u51b5\uff0c\u63d0\u4f9b\u4ed6\u5173\u5fc3\u7684\u6570\u636e\uff1b\u5bf9\u5546\u52a1\uff0c\u6211\u4eec\u4e70\u7684\u4e1c\u897f\u662f\u4e0d\u662f\u592a\u8d35\uff0c\u6bd5\u7adf\u6211\u4eec\u662f\u505a\u7279\u5356\u7684\uff1b\u5bf9\u7269\u6d41\uff0c\u6211\u4eec\u8fdb\u4e8610\u4e07\u5546\u54c1\u600e\u4e48\u653e\u5230\u5404\u4e2a\u4ed3\u5e93\u3002\u5bf9\u4ea7\u54c1\/\u8fd0\u8425\uff0c\u5c31\u662f\u5bf9\u5404\u4e2ashop\u7684\u8bc4\u4f30\uff1b\u5bf9\u4f9b\u5e94\u5546\u653e\u8d37\u6b3e\uff0c\u8981\u6839\u636e\u4ed6\u8fc7\u53bb\u7684\u4e00\u4e9b\u6570\u5b57\u6765\u51b3\u5b9a\u653e\u591a\u5c11\u94b1\uff1b\u5bf9\u6d88\u8d39\u8005\uff0c\u6211\u4eec\u8981\u6709\u4e00\u4e2a\u4fe1\u7528\u4f53\u7cfb\uff0c\u4f60\u7ecf\u5e38\u5728\u6211\u7535\u5546\u4e0a\u9762\u4e70\uff0c\u6211\u77e5\u9053\u4f60\u4fe1\u7528\u5f88\u597d\uff0c\u53c8\u80fd\u8ba9\u6211\u8d5a\u5230\u94b1\uff0c\u7528\u6237\u53c8\u80fd\u5f88\u65b9\u4fbf\u3002\u8fd8\u6709\u7528\u6237\u4f53\u9a8c\uff0c\u80fd\u591f\u8ba9\u7528\u6237\u770b\u5230\u3001\u4e70\u5230\u60f3\u8981\u7684\u5546\u54c1\uff0c\u56e0\u4e3a\u4e1c\u897f\u5b9e\u5728\u592a\u591a\uff0c\u5728\u4e0d\u63d0\u4f9b\u641c\u7d22\u7684\u60c5\u51b5\u4e0b\u5982\u4f55\u80fd\u8ba9\u7528\u6237\u4f53\u9a8c\u5ea6\u8db3\u591f\u597d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_22.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_23.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u5728\u63a8\u8350\u8fd9\u4e00\u5757\u6211\u4eec\u662f\u4ee5\u4e0a\u8fd9\u6837\u4e00\u4e2a\u7cfb\u7edf\u67b6\u6784\u3002\u6700\u5e95\u4e0b\u7684\u6570\u636e\u8fdb\u6765\uff0c\u4e2d\u95f4\u662f\u6570\u636e\u6a21\u578b\u3002\u5728\u8fd9\u6837\u4e00\u4e2a\u573a\u666f\u4e0b\u6211\u4eec\u4f1a\u6709\u600e\u6837\u7684\u6311\u6218\uff1f\u6bd4\u5982\u4e00\u5929\u6709\u4e00\u5343\u4e07\u7684\u7528\u6237\u4e0a\u6765\uff0c\u6bcf\u4e2a\u7528\u6237\u4e0a\u6765\u770b\u5230\u7684\u5546\u54c1\u5176\u5b9e\u5f88\u5c11\u5f88\u5c11\uff0c\u6211\u4eec\u5e73\u5747\u6bcf\u5929\u4e0a\u7ebf\u51e0\u767e\u4e2a\u6863\u671f\uff0c\u6bcf\u4e2a\u7528\u6237\u53ef\u80fd\u53ea\u770b\u52302\u52306\u4e2a\u5c31\u7ed3\u675f\u4e86\uff0c\u8fd9\u4e2a\u6570\u636e\u5176\u5b9e\u5f88\u7a00\u758f\u3002\u6211\u4eec\u5f88\u591a\u5546\u54c1\u4e0d\u50cf\u4eac\u4e1c\u4e9a\u9a6c\u900a\u4e4b\u7c7b\u7684\u4f1a\u957f\u671f\u552e\u5356\uff0c\u6240\u4ee5\u6ca1\u6709\u957f\u671f\u7684\u6570\u636e\u79ef\u7d2f\u3002\u5728\u6211\u4eec\u8fd9\u91cc\u4e0a\u7ebf\u4e09\u5929\u5c31\u7ed3\u675f\u4e86\u3002\u5f88\u591a\u5546\u54c1\u90fd\u662f\u65b0\u7684\uff0c\u6839\u672c\u6ca1\u6709\u5386\u53f2\u6570\u636e\uff0c\u600e\u4e48\u6837\u6765\u786e\u5b9a\u8fd9\u4e00\u5757\u7684\u4e1c\u897f\uff0c\u662f\u4e00\u4e2a\u5f88\u5927\u7684\u6311\u6218\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_24.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u6211\u4eec\u5728\u505a\u5927\u6570\u636e\u63a8\u8350\u7684\u6574\u4f53\u6570\u636e\u89c4\u5212\u3002\u5bf9\u6211\u4eec\u6765\u8bf4\u65e0\u975e\u5c31\u662f\u5339\u914d\u4eba\u548c\u5546\u54c1\uff0c\u5148\u4ece\u54c1\u724c\u7c7b\u522b\u5230\u5546\u54c1\uff0c\u518d\u5230\u7528\u6237\uff0c\u600e\u6837\u4e00\u6b65\u6b65\u628a\u8fd9\u4e09\u4e2a\u4e1c\u897f\u7684\u7ec6\u8282\u90fd\u4e32\u5728\u4e00\u8d77\uff0c\u5b9e\u9645\u5c31\u662f\u5c06\u8fd9\u4e09\u4e2a\u4e1c\u897f\u505a\u4e00\u4e2a\u7cbe\u51c6\u7684match\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_25.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_26.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u4ee5\u4e0a\u662f\u6211\u4eec\u8d70\u8fc7\u7684\u8def\u3002\u4ece\u4e00\u5f00\u59cb\u7684\u6478\u7d22\uff0c\u5230\u6709\u6240\u6210\u6548\u540e\u7ee7\u7eed\u4e00\u6b65\u6b65\u63a8\u5e7f\u4e0b\u53bb\u3002\u552f\u54c1\u4f1a\u662f\u4e00\u4e2a\u4ee5\u5546\u4e1a\u8d77\u5bb6\u7684\u516c\u53f8\uff0c\u5546\u4e1a\u7684\u76f4\u89c9\u5f88\u654f\u611f\uff0c\u6240\u4ee5\u5546\u52a1\u5f88\u5f3a\u52bf\uff0c\u4f1a\u89c9\u5f97\u5f88\u591a\u4e1c\u897f\u5e94\u8be5\u7531\u5546\u52a1\u6765\u4e3b\u5bfc\u3002\u6211\u4eec\u662f\u600e\u6837\u8ddf\u4ed6\u4eec\u78e8\u5408\u8fc7\u6765\uff1f\u5c31\u662f\u5148\u8ba9\u5546\u52a1\u6765\u4e3b\u5bfc\uff0c\u53d1\u73b0\u6ca1\u6709\u6210\u6548\uff0c\u4e8e\u662f\u5206\u6d41\u91cf\u7ed9\u6280\u672f\u3002\u800c\u6280\u672f\u7684\u786e\u5b9e\u73b0\u4e86\u6700\u9ad8\u767e\u5206\u4e4b\u5341\u51e0\u7684\u9500\u552e\u989d\u63d0\u5347\uff0c\u670970%~80%\u7684\u9500\u552e\u989d\u4ea7\u751f\u5728\u79fb\u52a8\u7aef\u3002\u5927\u6570\u636e\u662f\u5b9e\u5b9e\u5728\u5728\u80fd\u7ed9\u516c\u53f8\u63d0\u4f9b\u5f88\u5927\u7684\u4ef7\u503c\uff0c\u4e0d\u53ea\u662f\u6307\u5bfc\u4e1a\u52a1\u3001\u8fd0\u8425\uff0c\u8fd8\u80fd\u8ba9\u4f60\u591a\u6323\u94b1\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_27.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u4e0b\u4e00\u6b65\u8981\u53d6\u5f97\u66f4\u5927\u7684\u6210\u529f\uff0c\u6211\u4eec\u9700\u8981\u66f4\u5b9e\u65f6\uff0c\u8fd9\u662f\u5927\u6570\u636e\u8ddf\u4f20\u7edfDW\u7684\u533a\u522b\uff0c\u5b83\u8981\u7684\u662f\u4e00\u4e2a\u5168\u5b9e\u65f6\u7684\u7cfb\u7edf\u3002\u6bd4\u5982\u4f60\u6d4f\u89c8\u8fc7\u4e00\u4e2a\u97f3\u7bb1\uff0c\u867d\u7136\u6ca1\u4e70\u4f46\u8868\u793a\u4f60\u6709\u5174\u8da3\uff0c\u4e0b\u6b21\u4f60\u6d4f\u89c8\u7684\u65f6\u5019\u6211\u8981\u628a\u76f8\u5173\u7684\u4e1c\u897f\u63a8\u8350\u5230\u524d\u9762\u53bb\u3002\u53c8\u6216\u8005\u662f\u4f60\u4e0b\u5355\u4e86\u97f3\u7bb1\uff0c\u6211\u8981\u600e\u4e48\u628a\u97f3\u7bb1\u76f8\u5173\u7684\u7535\u6e90\u7ebf\u7b49\u914d\u5957\u4e1c\u897f\u63a8\u8350\u7ed9\u4f60\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_28.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_29.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u8fd9\u662f\u6211\u4eec\u4e00\u4e9b\u9636\u6bb5\u6027\u7684\u6210\u679c\u548c\u6280\u672f\u56de\u987e\u3002\u6280\u672f\u662f\u8981\u89e3\u51b3\u4e1a\u52a1\u95ee\u9898\u7684\uff0c\u4e0d\u8981\u4e3a\u4e86\u6280\u672f\u800c\u6280\u672f\u3002 \u5173\u4e8e\u6280\u672f\u9009\u578b\uff0c\u6211\u4eec\u7528\u4e1a\u754c\u6807\u51c6best practice\u3001\u7528\u6210\u719f\u7684\u6280\u672f\u3001reference customer\u3001\u7528\u6700\u5408\u9002\u7684\u6280\u672f\u800c\u4e0d\u662f\u6700\u5148\u8fdb\u7684\u6280\u672f\u3002<\/p>\n\n\n\n<p>\u4e1c\u897f\u4e00\u76f4\u4f1a\u53d8\u3002\u6bd4\u5982\u8bf42\u5e74\u524d\u6211\u4eec\u6839\u672c\u6ca1\u60f3\u8fc7\u5b9e\u65f6\u5316\uff0c\u4f46\u662f\u73b0\u5728\u6211\u4eec\u8981\u6c42\u5168\u90e8\u5b9e\u65f6\u5316\uff1b2\u5e74\u524d\u5f88\u591a\u4e1c\u897f\u90fd\u7528Mysql\uff0c\u4f46\u6211\u4eec\u770b\u5230\u4e86Mysql\u5f88\u591a\u7684\u95ee\u9898\uff0c\u73b0\u5728\u6211\u4eec\u9010\u6e10\u503e\u5411Hbase\uff1b2\u5e74\u524d\u6211\u4eec\u5f88\u591a\u4e1c\u897f\u662f\u4e0d\u7528Spark\u7684\uff0c\u76f4\u63a5\u7528Hadoop\uff0c\u73b0\u5728\u6bd4\u5982\u8bf4\u524d\u9762\u7684\u5e94\u7528\u670d\u52a1\u5668\u8ddf\u6570\u636e\u5e93\u670d\u52a1\u5668\uff08SQA\uff09\u7684\u68c0\u6d4b\uff0c\u6211\u4eec\u90fd\u662f\u7528Spark\u6765\u505a\uff0c30s\u5c31\u80fd\u51fa\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_30.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.dams.org.cn\/assets\/img\/posts\/speech_zc_31.jpg\" alt=\"\u552f\u54c1\u4f1a\u5927\u6570\u636e\u5b9e\u8df5\uff0d\u8bf8\u8d85\"\/><\/figure>\n\n\n\n<p>\u6700\u540e\uff0c\u662f\u6211\u4eec\u7684\u63a8\u8350\u5173\u952e\u70b9\u4ee5\u53ca\u89e3\u51b3\u4e4b\u9053\uff0c\u5e0c\u671b\u80fd\u5bf9\u5927\u5bb6\u6709\u6240\u5e2e\u52a9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8bf8\u8d85 | \u552f\u54c1\u4f1a\u4e91\u8ba1\u7b97\u603b\u76d1 \u552f\u54c1\u4f1a\u5927\u6570\u636e\u6574\u4f53\u89c4\u5212 \u5927\u6570\u636e\u65e0\u975e\u662f\u6570\u636e\u7684\u6536\u96c6\u3001\u8ba1\u7b97\u548c\u5b58\u50a8\u3002\u6574\u4e2a\u6570\u636e\u7684\u5b9e\u65f6&hellip; <a 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