{"id":366,"date":"2022-04-18T12:14:52","date_gmt":"2022-04-18T04:14:52","guid":{"rendered":"https:\/\/www.guandata.com\/gd\/?p=366"},"modified":"2022-04-18T12:14:52","modified_gmt":"2022-04-18T04:14:52","slug":"smh","status":"publish","type":"post","link":"https:\/\/www.guandata.com\/gd\/smh\/","title":{"rendered":"\u5e02\u9762\u4e0a\u90fd\u6709\u54ea\u4e9b\u6570\u636e\u5206\u6790\u8f6f\u4ef6"},"content":{"rendered":"

\u5927\u6570\u636e\u5206\u6790\u662f\u7814\u7a76\u5927\u91cf\u6570\u636e\u4ee5\u53d1\u73b0\u6a21\u5f0f\u3001\u76f8\u5173\u6027\u548c\u5176\u4ed6\u6709\u7528\u4fe1\u606f\u7684\u8fc7\u7a0b\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u9002\u5e94\u53d8\u5316\u5e76\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u53ef\u7528\u4e8e\u5927\u6570\u636e\u5206\u6790\u7684\u5de5\u5177\uff0c\u4ee5\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u5e94\u7528\u5927\u6570\u636e\u6280\u672f\u3002<\/p>\n

\"power<\/p>\n

\u4e00\u3001hadoop<\/p>\n

Hadoop\u662f\u4e00\u79cd\u80fd\u591f\u5206\u5e03\u5f0f\u5904\u7406\u5927\u91cf\u6570\u636e\u7684\u8f6f\u4ef6\u6846\u67b6\u3002\u4f46\u662f Hadoop \u4ee5\u4e00\u79cd\u53ef\u9760\u3001\u9ad8\u6548\u548c\u53ef\u6269\u5c55\u7684\u65b9\u5f0f\u505a\u5230\u4e86\u8fd9\u4e00\u70b9\u3002Hadoop \u662f\u53ef\u9760\u7684\uff0c\u56e0\u4e3a\u5b83\u5047\u8bbe\u8ba1\u7b97\u5143\u7d20\u548c\u5b58\u50a8\u5c06\u53d1\u751f\u6545\u969c\uff0c\u56e0\u6b64\u5b83\u7ef4\u62a4\u5de5\u4f5c\u6570\u636e\u7684\u591a\u4e2a\u526f\u672c\uff0c\u786e\u4fdd\u53ef\u4ee5\u9488\u5bf9\u6545\u969c\u8282\u70b9\u91cd\u65b0\u5206\u914d\u5904\u7406\u3002Hadoop \u662f\u9ad8\u6548\u7684\uff0c\u56e0\u4e3a\u5b83\u5e76\u884c\u5de5\u4f5c\uff0c\u901a\u8fc7\u5e76\u884c\u5904\u7406\u52a0\u5feb\u5904\u7406\u901f\u5ea6\u3002Hadoop \u8fd8\u5177\u6709\u53ef\u6269\u5c55\u6027\uff0c\u80fd\u591f\u5904\u7406 PB \u7ea7\u7684\u6570\u636e\u3002\u6b64\u5916\uff0cHadoop \u4f9d\u8d56\u4e8e\u793e\u533a\u670d\u52a1\u5668\uff0c\u56e0\u6b64\u4ef7\u683c\u4fbf\u5b9c\uff0c\u4efb\u4f55\u4eba\u90fd\u53ef\u4ee5\u4f7f\u7528\u3002<\/p>\n

 <\/p>\n

Hadoop \u5e26\u6709\u4e00\u4e2a\u7528 Java \u8bed\u8a00\u7f16\u5199\u7684\u6846\u67b6\uff0c\u56e0\u6b64\u975e\u5e38\u9002\u5408\u5728 Linux \u751f\u4ea7\u5e73\u53f0\u4e0a\u8fd0\u884c\u3002Hadoop \u4e0a\u7684\u5e94\u7528\u7a0b\u5e8f\u4e5f\u53ef\u4ee5\u7528\u5176\u4ed6\u8bed\u8a00\u7f16\u5199\uff0c\u4f8b\u5982 C++\u3002<\/p>\n

 <\/p>\n

\u4e8c\u3001HPCC<\/p>\n

HPCC\uff0c\u9ad8\u6027\u80fd\u8ba1\u7b97\u548c\u901a\u4fe1\u7684\u9996\u5b57\u6bcd\u7f29\u5199\u8bcd\u30021993\u5e74\uff0c\u8054\u90a6\u79d1\u5b66\u3001\u5de5\u7a0b\u548c\u6280\u672f\u534f\u8c03\u59d4\u5458\u4f1a\u5411\u56fd\u4f1a\u63d0\u4ea4\u4e86\u4e00\u4efd\u5173\u4e8e\u201c\u5927\u6311\u6218\u9879\u76ee\uff1a\u9ad8\u6027\u80fd\u8ba1\u7b97\u548c\u901a\u4fe1\u201d\u7684\u62a5\u544a\uff0c\u4e5f\u88ab\u79f0\u4e3aHPCC\u8ba1\u5212\u7684\u62a5\u544a\uff0c\u7f8e\u56fd\u603b\u7edf\u7684\u79d1\u5b66\u6218\u7565\u9879\u76ee\uff0c\u5176\u76ee\u7684\u662f\u901a\u8fc7\u52a0\u5f3a\u7814\u7a76\u548c\u5f00\u53d1\u6765\u89e3\u51b3\u4e00\u4e9b\u91cd\u8981\u7684\u79d1\u5b66\u548c\u6280\u672f\u6311\u6218\u3002HPCC\u662f\u7f8e\u56fd\u5b9e\u65bd\u7684\u4fe1\u606f\u9ad8\u901f\u516c\u8def\u8ba1\u5212\u3002\u8be5\u8ba1\u5212\u7684\u5b9e\u65bd\u5c06\u8017\u8d44\u6570\u767e\u4ebf\u7f8e\u5143\u3002\u5176\u4e3b\u8981\u76ee\u6807\u662f\u5b9e\u73b0\uff1a\u5f00\u53d1\u53ef\u6269\u5c55\u7684\u8ba1\u7b97\u7cfb\u7edf\u548c\u76f8\u5173\u8f6f\u4ef6\uff0c\u4ee5\u652f\u6301\u592a\u6bd4\u7279\u7ea7\u7684\u7f51\u7edc\u4f20\u8f93\u6027\u80fd\uff0c<\/p>\n

 <\/p>\n

\u4e09\u3001\u98ce\u66b4<\/p>\n

Storm \u662f\u514d\u8d39\u7684\u5f00\u6e90\u8f6f\u4ef6\uff0c\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u3001\u5bb9\u9519\u7684\u5b9e\u65f6\u8ba1\u7b97\u7cfb\u7edf\u3002Storm \u53ef\u4ee5\u975e\u5e38\u53ef\u9760\u5730\u5904\u7406\u6d77\u91cf\u6570\u636e\u6d41\uff0c\u7528\u4e8e\u5904\u7406 Hadoop \u6279\u91cf\u6570\u636e\u3002<\/p>\n

 <\/p>\n

Storm \u5f88\u7b80\u5355\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u800c\u4e14\u4f7f\u7528\u8d77\u6765\u5f88\u6709\u8da3\u3002Storm \u5f00\u6e90\u81ea Twitter\uff0c\u5176\u4ed6\u77e5\u540d\u5e94\u7528\u516c\u53f8\u5305\u62ec Groupon\u3001\u6dd8\u5b9d\u3001\u652f\u4ed8\u5b9d\u3001\u963f\u91cc\u5df4\u5df4\u3001\u4e50\u5143\u7d20\u3001Admaster \u7b49\u3002<\/p>\n

 <\/p>\n

Storm\u6709\u5f88\u591a\u5e94\u7528\u9886\u57df\uff1a\u5b9e\u65f6\u5206\u6790\u3001\u5728\u7ebf\u673a\u5668\u5b66\u4e60\u3001\u4e0d\u95f4\u65ad\u8ba1\u7b97\u3001\u5206\u5e03\u5f0fRPC\uff08Remote Procedure Call Protocol\uff0c\u8fdc\u7a0b\u8ba1\u7b97\u673a\u7a0b\u5e8f\u901a\u8fc7\u7f51\u7edc\u8bf7\u6c42\u670d\u52a1\uff09\u3001ETL\uff08Extraction-Transformation-\u7684\u7f29\u5199\uff09\u52a0\u8f7d\uff0c\u5373\u6570\u636e\u63d0\u53d6\u3001\u8f6c\u6362\u548c\u52a0\u8f7d\uff09\u7b49\u3002Storm \u7684\u5904\u7406\u901f\u5ea6\u60ca\u4eba\uff1a\u5728\u6d4b\u8bd5\u4e2d\u6bcf\u4e2a\u8282\u70b9\u6bcf\u79d2\u53ef\u4ee5\u5904\u7406 100 \u4e07\u4e2a\u6570\u636e\u5143\u7ec4\u3002Storm \u5177\u6709\u53ef\u6269\u5c55\u6027\u3001\u5bb9\u9519\u6027\uff0c\u5e76\u4e14\u6613\u4e8e\u8bbe\u7f6e\u548c\u64cd\u4f5c\u3002<\/p>\n

 <\/p>\n

\u56db\u3001SPSS\u8f6f\u4ef6<\/p>\n

\u6211\u4ece3.0\u5f00\u59cb\u5728Dos\u73af\u5883\u4e0b\u8fdb\u884c\u7f16\u7a0b\u5206\u6790\uff0c\u5f53\u524d\u7248\u672c\u7684\u53d8\u5316\u4e5f\u53ef\u4ee5\u770b\u5230SPSS\u793e\u79d1\u7edf\u8ba1\u8f6f\u4ef6\u5305\u7684\u53d8\u5316\u3002\u4ece\u5bf9\u533b\u5b66\u3001\u5316\u5b66\u7b49\u7684\u91cd\u89c6\uff0c\u5230\u8d8a\u6765\u8d8a\u91cd\u89c6\u5546\u4e1a\u5206\u6790\uff0c\u73b0\u5728\u5df2\u7ecf\u6210\u4e3a\u4e00\u4e2a\u9884\u6d4b\u5206\u6790\u8f6f\u4ef6\u3002<\/p>\n

 <\/p>\n

\u4e94\u3001RapidMiner<\/p>\n

RapidMiner \u662f\u4e16\u754c\u9886\u5148\u7684\u6570\u636e\u6316\u6398\u89e3\u51b3\u65b9\u6848\uff0c\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u5177\u6709\u5148\u8fdb\u7684\u6280\u672f\u3002\u5b83\u6db5\u76d6\u4e86\u5e7f\u6cdb\u7684\u6570\u636e\u6316\u6398\u4efb\u52a1\uff0c\u5305\u62ec\u5404\u79cd\u6570\u636e\u827a\u672f\uff0c\u5e76\u4e14\u53ef\u4ee5\u7b80\u5316\u6570\u636e\u6316\u6398\u8fc7\u7a0b\u7684\u8bbe\u8ba1\u548c\u8bc4\u4f30\u3002<\/p>\n

 <\/p>\n

\u516d\u3001 \u89c2\u8fdcBI<\/p>\n

\u89c2\u8fdcBI\u662f\u4e2d\u56fd\u9886\u5148\u7684BI\u5382\u5546\uff0c\u4f01\u4e1a\u7ea7\u5546\u4e1a\u667a\u80fd\u548c\u5927\u6570\u636e\u5206\u6790\u5e73\u53f0\u3002\u7ecf\u8fc7\u591a\u5e74\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u96c6\u6210\u4e86\u5404\u884c\u4e1a\u6570\u636e\u5206\u6790\u548c\u51b3\u7b56\u652f\u6301\u7684\u529f\u80fd\u9700\u6c42\u3002<\/p>\n

 <\/p>\n

\u89c2\u8fdcBI\u6ee1\u8db3\u7ec8\u7aef\u7528\u6237\u5728\u4f01\u4e1a\u7ea7\u62a5\u8868\u3001\u6570\u636e\u53ef\u89c6\u5316\u5206\u6790\u3001\u81ea\u52a9\u63a2\u7d22\u5206\u6790\u3001\u6570\u636e\u6316\u6398\u5efa\u6a21\u3001AI\u667a\u80fd\u5206\u6790\u7b49\u65b9\u9762\u7684\u5927\u6570\u636e\u5206\u6790\u9700\u6c42\uff0c\u4ea7\u54c1\u5e7f\u6cdb\u5e94\u7528\u4e8e\u9886\u5bfc\u5ea7\u8231\u3001KPI\u76d1\u63a7\u8463\u4e8b\u4f1a\u3001\u8d22\u52a1\u5206\u6790\u3001\u9500\u552e\u5206\u6790\u3001\u5e02\u573a\u5206\u6790\u3001\u751f\u4ea7\u5206\u6790\u3001\u4f9b\u5e94\u94fe\u5206\u6790\u3001\u98ce\u9669\u5206\u6790\u3001\u8d28\u91cf\u5206\u6790\u3001\u5ba2\u6237\u7ec6\u5206\u3001\u7cbe\u51c6\u8425\u9500\u7b49\u7ba1\u7406\u9886\u57df\u3002\u5b98\u7f51\u7684\u4ea7\u54c1\u57f9\u8bad\u6587\u6863\u4e5f\u6bd4\u8f83\u9f50\u5168\u516c\u5f00\uff0c\u5b66\u4e60\u64cd\u4f5c\u65b9\u4fbf\u3002<\/p>\n

 <\/p>\n

\u4e03\u3001SAS \u8f6f\u4ef6<\/p>\n

\u4e0eSPSS\u76f8\u6bd4\uff0cSAS\u5176\u5b9e\u66f4\u5f3a\u5927\u3002SAS\u5e73\u53f0\u5316\uff0c\u96c6\u6210EM\u6316\u77ff\u6a21\u5757\u5e73\u53f0\u3002\u76f8\u5bf9\u6765\u8bf4\uff0cSAS \u6bd4\u8f83\u96be\u5b66\uff0c\u4f46\u662f\u5982\u679c\u4f60\u638c\u63e1\u4e86 SAS \u4f1a\u66f4\u6709\u4ef7\u503c\uff0c\u6bd4\u5982\u79bb\u6563\u9009\u62e9\u6a21\u578b\u3001\u62bd\u6837\u95ee\u9898\u3001\u6b63\u4ea4\u6027\u7b49\u3002SAS\u6bd4\u8f83\u5bb9\u6613\u7528\u4e8e\u5b9e\u9a8c\u8bbe\u8ba1\u7b49\u3002\u53e6\u5916SAS\u5b66\u4e60\u8d44\u6599\u6bd4\u8f83\u591a\uff0c\u5bf9\u516c\u4f17\u5f00\u653e\uff0c\u6240\u4ee5\u4f1a\u6709\u6536\u83b7\u3002<\/p>\n

 <\/p>\n

\u516b\u3001\u963f\u5e15\u5947\u94bb<\/p>\n

\u4e3a\u4e86\u5e2e\u52a9\u4f01\u4e1a\u7528\u6237\u627e\u5230\u66f4\u9ad8\u6548\u3001\u66f4\u5feb\u6377\u7684\u65b9\u5f0f\u6765\u67e5\u8be2 Hadoop \u6570\u636e\uff0cApache \u8f6f\u4ef6\u57fa\u91d1\u4f1a\u6700\u8fd1\u63a8\u51fa\u4e86\u4e00\u4e2a\u540d\u4e3a\u201cDrill\u201d\u7684\u5f00\u6e90\u9879\u76ee\u3002Apache Drill \u5b9e\u73b0\u4e86 Google \u7684 Dremel\u3002\u8be5\u9879\u76ee\u5c06\u521b\u5efa\u8c37\u6b4c Dremel Hadoop \u5de5\u5177\u7684\u5f00\u6e90\u7248\u672c\uff08\u8c37\u6b4c\u4f7f\u7528\u5b83\u6765\u52a0\u901f Hadoop \u6570\u636e\u5206\u6790\u5de5\u5177\u7684\u4e92\u8054\u7f51\u5e94\u7528\u7a0b\u5e8f\uff09\u3002\u800c\u201c\u94bb\u201d\u5c06\u5e2e\u52a9 Hadoop \u7528\u6237\u66f4\u5feb\u5730\u67e5\u8be2\u6d77\u91cf\u6570\u636e\u96c6\u3002<\/p>\n

\"power<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

\u5927\u6570\u636e\u5206\u6790\u662f\u7814\u7a76\u5927\u91cf\u6570\u636e\u4ee5\u53d1\u73b0\u6a21\u5f0f\u3001\u76f8\u5173\u6027\u548c\u5176\u4ed6\u6709\u7528\u4fe1\u606f\u7684\u8fc7\u7a0b\uff0c\u8fd9\u4e9b\u4fe1\u606f\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u9002\u5e94\u53d8\u5316\u5e76\u505a\u51fa\u66f4\u660e\u667a […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-366","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/366","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/comments?post=366"}],"version-history":[{"count":1,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/366\/revisions"}],"predecessor-version":[{"id":367,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/posts\/366\/revisions\/367"}],"wp:attachment":[{"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/media?parent=366"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/categories?post=366"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.guandata.com\/gd\/wp-json\/wp\/v2\/tags?post=366"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}