{"id":193,"date":"2024-11-19T17:48:37","date_gmt":"2024-11-19T09:48:37","guid":{"rendered":"https:\/\/www.aiapaas.com\/?p=193"},"modified":"2024-11-19T17:48:40","modified_gmt":"2024-11-19T09:48:40","slug":"%e5%8e%9f%e5%88%9b%e7%b3%bb%e5%88%97%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%bc%96%e5%b9%b4%e5%8f%b2-%e7%ac%ac%e4%b8%80%e7%ab%a0%ef%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%94%9f%e6%80%81%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.aiapaas.com\/index.php\/2024\/11\/19\/%e5%8e%9f%e5%88%9b%e7%b3%bb%e5%88%97%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%bc%96%e5%b9%b4%e5%8f%b2-%e7%ac%ac%e4%b8%80%e7%ab%a0%ef%bc%9a%e5%a4%a7%e6%95%b0%e6%8d%ae%e7%94%9f%e6%80%81%e7%b3%bb%e7%bb%9f\/","title":{"rendered":"[\u539f\u521b\u7cfb\u5217]\u5927\u6570\u636e\u7f16\u5e74\u53f2 \u7b2c\u4e00\u7ae0\uff1a\u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u6982\u8ff0"},"content":{"rendered":"\n

\u5927\u6570\u636e\u65f6\u4ee3\u7684\u63ed\u5e55\u53ef\u4ee5\u8ffd\u6eaf\u52301983\u5e74\uff0c\u963f\u5c14\u6587\u6258\u592b\u52d2\u7684\u300a\u7b2c\u4e09\u6b21\u6d6a\u6f6e\u300b\u4e00\u4e66\u9996\u6b21\u63d0\u5230\u4e86\u5927\u6570\u636e\u7684\u6982\u5ff5\uff0c\u5e76\u9884\u8a00\u5927\u6570\u636e\u5c06\u6210\u4e3a\u7b2c\u4e09\u6b21\u6d6a\u6f6e\u4e2d\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u7136\u800c\uff0c\u5728\u90a3\u4e2a\u65f6\u4ee3\uff0c\u7531\u4e8e\u6280\u672f\u548c\u80fd\u529b\u7684\u9650\u5236\uff0c\u5927\u6570\u636e\u4ecd\u7136\u53ea\u662f\u6982\u5ff5\u8bbe\u60f3\uff0c\u79bb\u771f\u6b63\u6539\u53d8\u4e16\u754c\u7684\u65f6\u523b\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/p>\n\n\n\n

\u56de\u987e\u5386\u53f2\uff0c\u4e92\u8054\u7f51\u7684\u5230\u6765\u7ed9\u6570\u636e\u5e93\u5e26\u6765\u4e86\u5de8\u5927\u7684\u6311\u6218\uff0c\u5176\u4e2d\u6700\u5927\u7684\u6311\u6218\u5c31\u662f\u6570\u636e\u91cf\u7684\u589e\u957f\u3002\u968f\u7740\u6570\u636e\u91cf\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u5355\u673a\u7684\u5b58\u50a8\u548c\u5904\u7406\u80fd\u529b\u5df2\u7ecf\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\uff0c\u5373\u4f7f\u5355\u673a\u5177\u5907\u5f3a\u5927\u7684\u6027\u80fd\u4ee5\u53ca\u9075\u5faa\u6469\u5c14\u5b9a\u5f8b\u7684\u8ba1\u7b97\u673a\u5904\u7406\u5668\u6027\u80fd\u6bcf\u9694\u7ea618\u4e2a\u6708\u5c31\u4f1a\u7ffb\u500d\uff0c\u4e5f\u4f1a\u88ab\u5e9e\u5927\u7684\u6570\u636e\u6240\u8017\u5c3d\u3002\u5728\u5927\u6570\u636e\u6280\u672f\u51fa\u73b0\u4e4b\u524d\uff0c\u5927\u91cf\u7684\u6570\u636e\u6839\u672c\u65e0\u6cd5\u88ab\u6536\u96c6\u3001\u5904\u7406\u3001\u5e94\u7528\uff0c\u66f4\u522b\u8bf4\u57fa\u4e8e\u6570\u636e\u7684\u51b3\u7b56\uff0c\u6570\u636e\u53ea\u6709\u7528\u8d77\u6765\u3001\u6d41\u52a8\u8d77\u6765\u624d\u6709\u4ef7\u503c\u3002<\/p>\n\n\n\n

\u968f\u7740\u6280\u672f\u7684\u8fdb\u6b65\u548c\u521b\u65b0\uff0c\u5927\u6570\u636e\u6280\u672f\u5e94\u8fd0\u800c\u751f\uff0c\u968f\u7740Hadoop\u7684\u8bde\u751f\u4ee5\u53ca\u751f\u6001\u6280\u672f\u7684\u53d1\u5c55\uff0c\u771f\u6b63\u63ed\u5e55\u4e86\u5927\u6570\u636e\u65f6\u4ee3\u3002\u901a\u8fc7\u5206\u5e03\u5f0f\u8ba1\u7b97\u548c\u5b58\u50a8\u6280\u672f\uff0c\u5927\u6570\u636e\u5f00\u59cb\u88ab\u6709\u6548\u5730\u5904\u7406\u548c\u5206\u6790\uff0c\u4ece\u800c\u53d8\u5f97\u6709\u7528\u548c\u6709\u4ef7\u503c\u3002\u5927\u6570\u636e\u6280\u672f\u7684\u51fa\u73b0\uff0c\u4f7f\u5f97\u6211\u4eec\u80fd\u591f\u4ece\u6d77\u91cf\u7684\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u7528\u7684\u4fe1\u606f\u548c\u6d1e\u5bdf\uff0c\u4e3a\u51b3\u7b56\u548c\u521b\u65b0\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002<\/p>\n\n\n\n

\u5927\u6570\u636e\u65f6\u4ee3\u7684\u63ed\u5e55\u53ef\u4ee5\u8ffd\u6eaf\u5230\u65e9\u671f\uff0c\u4f46\u76f4\u5230\u6709\u4e86\u80fd\u591f\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u7684\u6280\u672f\u548c\u80fd\u529b\uff0c\u5927\u6570\u636e\u624d\u771f\u6b63\u6210\u4e3a\u6211\u4eec\u6240\u719f\u77e5\u7684\u6982\u5ff5\u3002\u5927\u6570\u636e\u6280\u672f\u7684\u51fa\u73b0\uff0c\u4e3a\u6211\u4eec\u5f00\u542f\u4e86\u5904\u7406\u548c\u5206\u6790\u5927\u89c4\u6a21\u6570\u636e\u7684\u65b0\u7bc7\u7ae0\u3002<\/p>\n\n\n\n

\u5927\u6570\u636e\u6280\u672f\u7684\u53d1\u5c55\u7ecf\u5386\u4e86\u591a\u4e2a\u9636\u6bb5\uff0c\u4ee5\u4e0b\u662f\u5927\u6570\u636e\u6280\u672f\u53d1\u5c55\u7684\u4e3b\u8981\u91cc\u7a0b\u7891\u548c\u9636\u6bb5\uff1a<\/p>\n\n\n\n

    \n
  1. \u65e9\u671f\u9636\u6bb5\uff082000\u5e74\u524d\uff09\uff1a \u5728\u4e92\u8054\u7f51\u7684\u65e9\u671f\u9636\u6bb5\uff0c\u6570\u636e\u91cf\u76f8\u5bf9\u8f83\u5c0f\uff0c\u6570\u636e\u5904\u7406\u548c\u5b58\u50a8\u7684\u9700\u6c42\u4e5f\u8f83\u4e3a\u7b80\u5355\u3002\u4f20\u7edf\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7cfb\u7edf\uff08\u5982Oracle\u3001MySQL\uff09\u88ab\u5e7f\u6cdb\u4f7f\u7528\uff0c\u4f46\u968f\u7740\u4e92\u8054\u7f51\u7684\u5feb\u901f\u53d1\u5c55\u548c\u6570\u636e\u91cf\u7684\u6025\u5267\u589e\u52a0\uff0c\u4f20\u7edf\u6570\u636e\u5e93\u5f00\u59cb\u9762\u4e34\u5b58\u50a8\u548c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u7684\u6311\u6218\u3002<\/li>\n\n\n\n
  2. \u5927\u6570\u636e\u6982\u5ff5\u7684\u63d0\u51fa\uff082000\u5e74\u4ee3\u521d\uff09\uff1a \u968f\u7740\u4e92\u8054\u7f51\u4e1a\u52a1\u7684\u84ec\u52c3\u53d1\u5c55\uff0c\u4eba\u4eec\u9010\u6e10\u610f\u8bc6\u5230\u6d77\u91cf\u6570\u636e\u7684\u91cd\u8981\u6027\u548c\u4ef7\u503c\u30022005\u5e74\uff0cGoogle\u7684GFS\uff08Google File System\uff09\u548cMapReduce\u8bba\u6587\u7684\u53d1\u8868\u5f15\u8d77\u4e86\u5e7f\u6cdb\u5173\u6ce8\uff0c\u4e3a\u5927\u6570\u636e\u6982\u5ff5\u7684\u63d0\u51fa\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u6b64\u65f6\uff0c\u4eba\u4eec\u5f00\u59cb\u8ba4\u8bc6\u5230\u4f20\u7edf\u6570\u636e\u5904\u7406\u6280\u672f\u65e0\u6cd5\u6ee1\u8db3\u5927\u89c4\u6a21\u6570\u636e\u7684\u5b58\u50a8\u548c\u5904\u7406\u9700\u6c42\u3002<\/li>\n\n\n\n
  3. Hadoop\u7684\u8bde\u751f\uff082005\u5e74\u4ee3\uff09\uff1a 2005\u5e74\uff0cDoug Cutting\u548cMike Cafarella\u5f00\u53d1\u4e86Hadoop\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u548c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u7684\u6846\u67b6\u3002Hadoop\u6700\u521d\u662f\u57fa\u4e8eGFS\u548cMapReduce\u601d\u60f3\u7684\u5f00\u6e90\u5b9e\u73b0\uff0c\u65e8\u5728\u89e3\u51b3\u4e92\u8054\u7f51\u516c\u53f8\u5b58\u50a8\u548c\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u7684\u6311\u6218\u3002Hadoop\u7684\u51fa\u73b0\u5f15\u9886\u4e86\u5927\u6570\u636e\u6280\u672f\u7684\u53d1\u5c55\uff0c\u5e76\u9010\u6e10\u6210\u4e3a\u5927\u6570\u636e\u5904\u7406\u7684\u4e8b\u5b9e\u6807\u51c6\u3002<\/li>\n\n\n\n
  4. \u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u7684\u5f62\u6210\uff082010\u5e74\u4ee3\uff09\uff1a \u968f\u7740Hadoop\u7684\u53d1\u5c55\uff0c\u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u5f00\u59cb\u5f62\u6210\u3002\u8d8a\u6765\u8d8a\u591a\u7684\u5f00\u6e90\u9879\u76ee\u548c\u6280\u672f\u6d8c\u73b0\uff0c\u4e3a\u5927\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u63d0\u4f9b\u4e86\u66f4\u591a\u7684\u9009\u62e9\u548c\u89e3\u51b3\u65b9\u6848\u3002\u4f8b\u5982\uff0cHBase\u4f5c\u4e3a\u5206\u5e03\u5f0f\u5217\u5f0f\u5b58\u50a8\u7cfb\u7edf\uff0cSpark\u4f5c\u4e3a\u5feb\u901f\u7684\u5927\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5f15\u64ce\uff0cStorm\u4f5c\u4e3a\u5b9e\u65f6\u6d41\u6570\u636e\u5904\u7406\u7cfb\u7edf\u4ee5\u53caPresto\u3001Hive\u3001Impala\u7b49\u5206\u5e03\u5f0fSQL\u67e5\u8be2\u5de5\u5177\u548c\u5f15\u64ce\u7b49\u3002\u8fd9\u4e9b\u6280\u672f\u5171\u540c\u6784\u6210\u4e86\u5927\u6570\u636e\u751f\u6001\u7cfb\u7edf\u7684\u6838\u5fc3\u7ec4\u6210\u90e8\u5206\u3002 \u9664\u4e86\u4f20\u7edf\u7684Hadoop\u751f\u6001\u7cfb\u7edf\u5916\uff0c\u4e00\u4e9b\u65b0\u5174\u7684MPP\u6570\u636e\u5e93\u4e5f\u5f00\u59cb\u5d2d\u9732\u5934\u89d2\u3002\u8fd9\u4e9b\u6570\u636e\u5e93\u7cfb\u7edf\u901a\u8fc7\u4f18\u5316\u6570\u636e\u5b58\u50a8\u548c\u8ba1\u7b97\u5f15\u64ce\uff0c\u63d0\u4f9b\u66f4\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u80fd\u529b\u3002\u6bd4\u5982\u4e00\u79cd\u57fa\u4e8e\u5217\u5f0f\u5b58\u50a8\u548c\u591a\u7ef4\u7d22\u5f15\u7684MPP\u6570\u636e\u5e93StarRocks\u3001\u8054\u673a\u5206\u6790\u5217\u5f0f\u6570\u636e\u5e93ClickHouse\u7b49\u3002<\/li>\n\n\n\n
  5. \u5b9e\u65f6\u5927\u6570\u636e\u5904\u7406\u7684\u5174\u8d77\uff082010\u5e74\u4ee3\u4e2d\u671f\uff09\uff1a \u968f\u7740\u4e92\u8054\u7f51\u7684\u5feb\u901f\u53d1\u5c55\u548c\u667a\u80fd\u8bbe\u5907\u7684\u666e\u53ca\uff0c\u5b9e\u65f6\u6570\u636e\u5904\u7406\u7684\u9700\u6c42\u8d8a\u6765\u8d8a\u8feb\u5207\u3002\u4f20\u7edf\u7684\u6279\u5904\u7406\u6a21\u578b\u65e0\u6cd5\u6ee1\u8db3\u5b9e\u65f6\u6027\u7684\u8981\u6c42\uff0c\u4e8e\u662f\u5b9e\u65f6\u5927\u6570\u636e\u5904\u7406\u6280\u672f\u5f00\u59cb\u5174\u8d77\u3002Storm\u3001Flink\u7b49\u5b9e\u65f6\u6d41\u5904\u7406\u6846\u67b6\u4ee5\u53caKafka\u7b49\u6d88\u606f\u4e2d\u95f4\u4ef6\u6210\u4e3a\u5b9e\u65f6\u5927\u6570\u636e\u5904\u7406\u7684\u5173\u952e\u6280\u672f\uff0c\u6ee1\u8db3\u4e86\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548c\u6d41\u5f0f\u5206\u6790\u7684\u9700\u6c42\u3002<\/li>\n\n\n\n
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