{"id":3814,"date":"2015-03-21T09:58:35","date_gmt":"2015-03-21T01:58:35","guid":{"rendered":"http:\/\/www.jdwlkj.net\/?p=3814"},"modified":"2015-03-21T09:58:35","modified_gmt":"2015-03-21T01:58:35","slug":"%e6%8a%80%e6%9c%af%ef%bc%9arapidminer%e7%ad%89%e5%a4%a7%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e5%88%86%e6%9e%90%e5%b7%a5%e5%85%b7%e4%bb%8b%e7%bb%8d","status":"publish","type":"post","link":"http:\/\/www.jdwlkj.net\/zuixinzixun\/jishuzhuanqu\/3814.html","title":{"rendered":"\u6280\u672f\uff1aRapidMiner\u7b49\u5927\u6570\u636e\u5904\u7406\u5206\u6790\u5de5\u5177\u4ecb\u7ecd"},"content":{"rendered":"

\u6280\u672f\uff1aRapidMiner\u7b49\u5927\u6570\u636e\u5904\u7406\u5206\u6790\u5de5\u5177\u4ecb\u7ecd<\/strong><\/p>\n

\u5982\u4e0a\u6587\u6240\u7ea6\uff0c\u5408\u80a5\u7f51\u7ad9\u4f18\u5316\u516c\u53f8\u4f73\u8fbe\u5c0f\u7f16\u5df2\u7ecf\u4e3a\u5927\u5bb6\u51c6\u5907\u597d\u4e86\u5173\u4e8eHPCC\u3001Pentaho BI\u548cRapidMiner\u8fd9\u4e09\u5927\u5927\u6570\u636e\u5904\u7406\u5206\u6790\u5de5\u5177\u7684\u4ecb\u7ecd\uff08\u76ee\u524d\u6765\u770b\uff0c\u8fd9\u4e2a\u5de5\u5177\u8fd8\u592a\u8fc7\u4e13\u4e1a\u548c\u6df1\u5165\uff0c\u5e0c\u671b\u540e\u671f\u80fd\u6709\u4e9b\u76f8\u5bf9\u7b80\u5355\u548c\u201c\u50bb\u74dc\u5316\u201d\u7684\u5de5\u5177\u6765\u5e2e\u52a9\u6211\u4eec\u4f53\u9a8c\u5927\u6570\u636e\u5e26\u6765\u7684\u7f8e\u5999\u4e16\u754c\uff09\u3002\u8fd9\u4e09\u4e2a\u4e0e\u4e4b\u524d\u4ecb\u7ecd\u7684\u4e09\u4e2a\u6709\u4ec0\u4e48\u4e0d\u540c\u548c\u5171\u540c\u70b9\u5462\uff1f\u8bf7\u5927\u5bb6\u5bf9\u6bd4\u53d1\u73b0\uff0c\u662f\u4e0d\u662f\u6709\u4e00\u70b9\u60f3\u5927\u5bb6\u6765\u627e\u832c\uff0c\u54c8\u54c8\uff01<\/strong><\/p>\n

1\uff09HPCC
\nHPCC\uff0cHigh Performance Computing and Communications(\u9ad8\u6027\u80fd\u8ba1\u7b97\u4e0e\u901a\u4fe1)\u7684\u7f29\u5199\u30021993\u5e74\uff0c\u7531\u7f8e\u56fd\u79d1\u5b66\u3001\u5de5\u7a0b\u3001\u6280\u672f\u8054\u90a6\u534f\u8c03\u7406\u4e8b\u4f1a\u5411\u56fd\u4f1a\u63d0\u4ea4\u4e86\u201c\u91cd\u5927\u6311\u6218\u9879\u76ee\uff1a\u9ad8\u6027\u80fd\u8ba1\u7b97\u4e0e \u901a\u4fe1\u201d\u7684\u62a5\u544a\uff0c\u4e5f\u5c31\u662f\u88ab\u79f0\u4e3aHPCC\u8ba1\u5212\u7684\u62a5\u544a\uff0c\u5373\u7f8e\u56fd\u603b\u7edf\u79d1\u5b66\u6218\u7565\u9879\u76ee\uff0c\u5176\u76ee\u7684\u662f\u901a\u8fc7\u52a0\u5f3a\u7814\u7a76\u4e0e\u5f00\u53d1\u89e3\u51b3\u4e00\u6279\u91cd\u8981\u7684\u79d1\u5b66\u4e0e\u6280\u672f\u6311\u6218\u95ee\u9898\u3002HPCC\u662f\u7f8e\u56fd \u5b9e\u65bd\u4fe1\u606f\u9ad8\u901f\u516c\u8def\u800c\u4e0a\u5b9e\u65bd\u7684\u8ba1\u5212\uff0c\u8be5\u8ba1\u5212\u7684\u5b9e\u65bd\u5c06\u8017\u8d44\u767e\u4ebf\u7f8e\u5143\uff0c\u5176\u4e3b\u8981\u76ee\u6807\u8981\u8fbe\u5230\uff1a\u5f00\u53d1\u53ef\u6269\u5c55\u7684\u8ba1\u7b97\u7cfb\u7edf\u53ca\u76f8\u5173\u8f6f\u4ef6\uff0c\u4ee5\u652f\u6301\u592a\u4f4d\u7ea7\u7f51\u7edc\u4f20\u8f93\u6027\u80fd\uff0c\u5f00\u53d1\u5343\u5146 \u6bd4\u7279\u7f51\u7edc\u6280\u672f\uff0c\u6269\u5c55\u7814\u7a76\u548c\u6559\u80b2\u673a\u6784\u53ca\u7f51\u7edc\u8fde\u63a5\u80fd\u529b\u3002
\n\u8be5\u9879\u76ee\u4e3b\u8981\u7531\u4e94\u90e8\u5206\u7ec4\u6210\uff1a
\n1\u3001\u5148\u8fdb\u8f6f\u4ef6\u6280\u672f\u4e0e\u7b97\u6cd5(ASTA)\uff0c\u5185\u5bb9\u6709\u5de8\u5927\u6311\u6218\u95ee\u9898\u7684\u8f6f\u4ef6\u652f\u6491\u3001\u65b0\u7b97\u6cd5\u8bbe\u8ba1\u3001\u8f6f\u4ef6\u5206\u652f\u4e0e\u5de5\u5177\u3001\u8ba1\u7b97\u8ba1\u7b97\u53ca\u9ad8\u6027\u80fd\u8ba1\u7b97\u7814\u7a76\u4e2d\u5fc3\u7b49;
\n2\u3001\u56fd\u5bb6\u79d1\u7814\u4e0e\u6559\u80b2\u7f51\u683c(NREN)\uff0c\u5185\u5bb9\u6709\u4e2d\u63a5\u7ad9\u53ca10\u4ebf\u4f4d\u7ea7\u4f20\u8f93\u7684\u7814\u7a76\u4e0e\u5f00\u53d1;
\n3\u3001\u9ad8\u6027\u80fd\u8ba1\u7b97\u673a\u7cfb\u7edf(HPCS)\uff0c\u5185\u5bb9\u5305\u62ec\u4eca\u540e\u51e0\u4ee3\u8ba1\u7b97\u673a\u7cfb\u7edf\u7684\u7814\u7a76\u3001\u7cfb\u7edf\u8bbe\u8ba1\u5de5\u5177\u3001\u5148\u8fdb\u7684\u5178\u578b\u7cfb\u7edf\u53ca\u539f\u6709\u7cfb\u7edf\u7684\u8bc4\u4ef7\u7b49;
\n4\u3001\u57fa\u672c\u7814\u7a76\u4e0e\u4eba\u7c7b\u8d44\u6e90(BRHR)\uff0c\u5185\u5bb9\u6709\u57fa\u7840\u7814\u7a76\u3001\u57f9\u8bad\u3001\u6559\u80b2\u53ca\u8bfe\u7a0b\u6559\u6750\uff0c\u88ab\u8bbe\u8ba1\u901a\u8fc7\u5956\u52b1\u8c03\u67e5\u8005-\u5f00\u59cb\u7684\uff0c\u957f\u671f \u7684\u8c03\u67e5\u5728\u53ef\u5347\u7ea7\u7684\u9ad8\u6027\u80fd\u8ba1\u7b97\u4e2d\u6765\u589e\u52a0\u521b\u65b0\u610f\u8bc6\u6d41\uff0c\u901a\u8fc7\u63d0\u9ad8\u6559\u80b2\u548c\u9ad8\u6027\u80fd\u7684\u8ba1\u7b97\u8bad\u7ec3\u548c\u901a\u4fe1\u6765\u52a0\u5927\u719f\u7ec3\u7684\u548c\u8bad\u7ec3\u6709\u7d20\u7684\u4eba\u5458\u7684\u8054\u8425\uff0c\u548c\u6765\u63d0\u4f9b\u5fc5\u9700\u7684\u57fa\u7840\u67b6\u6784\u6765\u652f \u6301\u8fd9\u4e9b\u8c03\u67e5\u548c\u7814\u7a76\u6d3b\u52a8;
\n5\u3001\u4fe1\u606f\u57fa\u7840\u7ed3\u6784\u6280\u672f\u548c\u5e94\u7528(IITA )\uff0c\u76ee\u7684\u5728\u4e8e\u4fdd\u8bc1\u7f8e\u56fd\u5728\u5148\u8fdb\u4fe1\u606f\u6280\u672f\u5f00\u53d1\u65b9\u9762\u7684\u9886\u5148\u5730\u4f4d\u3002<\/p>\n

2\uff09Pentaho BI
\nPentaho BI \u5e73\u53f0\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684BI \u4ea7\u54c1\uff0c\u5b83\u662f\u4e00\u4e2a\u4ee5\u6d41\u7a0b\u4e3a\u4e2d\u5fc3\u7684\uff0c\u9762\u5411\u89e3\u51b3\u65b9\u6848(Solution)\u7684\u6846\u67b6\u3002\u5176\u76ee\u7684\u5728\u4e8e\u5c06\u4e00\u7cfb\u5217\u4f01\u4e1a\u7ea7BI\u4ea7\u54c1\u3001\u5f00\u6e90\u8f6f\u4ef6\u3001API\u7b49\u7b49\u7ec4\u4ef6\u96c6\u6210\u8d77\u6765\uff0c\u65b9\u4fbf\u5546\u52a1\u667a\u80fd\u5e94\u7528\u7684\u5f00\u53d1\u3002\u5b83\u7684\u51fa\u73b0\uff0c\u4f7f\u5f97\u4e00\u7cfb\u5217\u7684\u9762\u5411\u5546\u52a1\u667a\u80fd\u7684\u72ec\u7acb\u4ea7\u54c1\u5982Jfree\u3001Quartz\u7b49\u7b49\uff0c\u80fd\u591f\u96c6\u6210\u5728\u4e00\u8d77\uff0c\u6784\u6210\u4e00\u9879\u9879\u590d\u6742\u7684\u3001\u5b8c\u6574\u7684\u5546\u52a1\u667a\u80fd\u89e3\u51b3\u65b9\u6848\u3002
\nPentaho BI \u5e73\u53f0\uff0cPentaho Open BI \u5957\u4ef6\u7684\u6838\u5fc3\u67b6\u6784\u548c\u57fa\u7840\uff0c\u662f\u4ee5\u6d41\u7a0b\u4e3a\u4e2d\u5fc3\u7684\uff0c\u56e0\u4e3a\u5176\u4e2d\u67a2\u63a7\u5236\u5668\u662f\u4e00\u4e2a\u5de5\u4f5c\u6d41\u5f15\u64ce\u3002\u5de5\u4f5c\u6d41\u5f15\u64ce\u4f7f\u7528\u6d41\u7a0b\u5b9a\u4e49\u6765\u5b9a\u4e49\u5728BI \u5e73\u53f0\u4e0a\u6267\u884c\u7684\u5546\u4e1a\u667a\u80fd\u6d41\u7a0b\u3002\u6d41\u7a0b\u53ef\u4ee5\u5f88\u5bb9\u6613\u7684\u88ab\u5b9a\u5236\uff0c\u4e5f\u53ef\u4ee5\u6dfb\u52a0\u65b0\u7684\u6d41\u7a0b\u3002BI \u5e73\u53f0\u5305\u542b\u7ec4\u4ef6\u548c\u62a5\u8868\uff0c\u7528\u4ee5\u5206\u6790\u8fd9\u4e9b\u6d41\u7a0b\u7684\u6027\u80fd\u3002\u76ee\u524d\uff0cPentaho\u7684\u4e3b\u8981\u7ec4\u6210\u5143\u7d20\u5305\u62ec\u62a5\u8868\u751f\u6210\u3001\u5206\u6790\u3001\u6570\u636e\u6316\u6398\u548c\u5de5\u4f5c\u6d41\u7ba1\u7406\u7b49\u7b49\u3002\u8fd9\u4e9b\u7ec4\u4ef6\u901a\u8fc7 J2EE\u3001WebService\u3001SOAP\u3001HTTP\u3001Java\u3001JavaScript\u3001Portals\u7b49\u6280\u672f\u96c6\u6210\u5230Pentaho\u5e73\u53f0\u4e2d\u6765\u3002 Pentaho\u7684\u53d1\u884c\uff0c\u4e3b\u8981\u4ee5Pentaho SDK\u7684\u5f62\u5f0f\u8fdb\u884c\u3002<\/p>\n

3\uff09RapidMiner
\nRapidMiner\u662f\u4e16\u754c\u9886\u5148\u7684\u6570\u636e\u6316\u6398\u89e3\u51b3\u65b9\u6848\uff0c\u5728\u4e00\u4e2a\u975e\u5e38\u5927\u7684\u7a0b\u5ea6\u4e0a\u6709\u7740\u5148\u8fdb\u6280\u672f\u3002\u5b83\u6570\u636e\u6316\u6398\u4efb\u52a1\u6d89\u53ca\u8303\u56f4\u5e7f\u6cdb\uff0c\u5305\u62ec\u5404\u79cd\u6570\u636e\u827a\u672f\uff0c\u80fd\u7b80\u5316\u6570\u636e\u6316\u6398\u8fc7\u7a0b\u7684\u8bbe\u8ba1\u548c\u8bc4\u4ef7\u3002\u5176\u529f\u80fd\u548c\u7279\u70b9\u6709\uff1a\u6570\u636e\u6316\u6398\u8fc7\u7a0b\u7b80\u5355\uff0c\u5f3a\u5927\u548c\u76f4\u89c2\u3001\u514d\u8d39\u63d0\u4f9b\u6570\u636e\u6316\u6398\u6280\u672f\u548c\u5e93\u3001100%\u7528Java\u4ee3\u7801(\u53ef\u8fd0\u884c\u5728\u64cd\u4f5c\u7cfb\u7edf)\u3001\u53ef\u4ee5\u7528\u7b80\u5355\u811a\u672c\u8bed\u8a00\u81ea\u52a8\u8fdb\u884c\u5927\u89c4\u6a21\u8fdb\u7a0b\u3001\u56fe\u5f62\u7528\u6237\u754c\u9762\u7684\u4e92\u52a8\u539f\u578b\u3001\u547d\u4ee4\u884c(\u6279\u5904\u7406\u6a21\u5f0f)\u81ea\u52a8\u5927\u89c4\u6a21\u5e94\u7528\u3001Java API(\u5e94\u7528\u7f16\u7a0b\u63a5\u53e3)\u3001\u7b80\u5355\u7684\u63d2\u4ef6\u548c\u63a8\u5e7f\u673a\u5236\u548c\u5f3a\u5927\u7684\u53ef\u89c6\u5316\u5f15\u64ce\uff0c\u8bb8\u591a\u5c16\u7aef\u7684\u9ad8\u7ef4\u6570\u636e\u7684\u53ef\u89c6\u5316\u5efa\u6a21\u7b49\u3002ML\u4fdd\u8bc1\u4e86\u6807
\n\u8036\u9c81\u5927\u5b66\u5df2\u6210\u529f\u5730\u5e94\u7528\u5728\u8bb8\u591a\u4e0d\u540c\u7684\u5e94\u7528\u9886\u57df\uff0c\u5305\u62ec\u6587\u672c\u6316\u6398\uff0c\u591a\u5a92\u4f53\u6316\u6398\uff0c\u529f\u80fd\u8bbe\u8ba1\uff0c\u6570\u636e\u6d41\u6316\u6398\uff0c\u96c6\u6210\u5f00\u53d1\u7684\u65b9\u6cd5\u548c\u5206\u5e03\u5f0f\u6570\u636e\u6316\u6398\u3002<\/p>\n

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