\u667a\u80fd\u98ce\u63a7\u7cfb\u7edf\u6280\u672f\u67b6\u6784\u4e3b\u8981\u5206\u4e3a\u8bbf\u95ee\u5c42\u3001\u5c55\u73b0\u5c42\u3001\u7cfb\u7edf\u5c42\u3001\u5927\u6570\u636e\u5e73\u53f0\u56db\u90e8\u5206\uff0c\u5176\u4e2d\u5927\u6570\u636e\u5e73\u53f0\u53c8\u5206\u4e3a\u63a5\u5165\u5c42\u3001\u6e05\u6d17\u5c42\u3001\u8ba1\u7b97\u5c42\u3001\u6570\u636e\u5c42\u56db\u90e8\u5206\u3002\u672c\u6587\u4e3b\u8981\u4ecb\u7ecd\u5927\u6570\u636e\u98ce\u63a7\u5e73\u53f0\u3002<\/p>\n

\u5927\u6570\u636e\u5e73\u53f0\u662f\u667a\u80fd\u98ce\u63a7\u7cfb\u7edf\u6280\u672f\u67b6\u6784\u7684\u6301\u4e45\u5c42\uff0c\u4f46\u53c8\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u6301\u4e45\u5c42\u529f\u80fd\uff0c\u662f\u4ee5\u6301\u4e45\u5c42\u4e3a\u57fa\u7840\u8fdb\u884c\u4e86\u6280\u672f\u5e94\u7528\u7684\u4e30\u5bcc\u3002\u6301\u4e45\u5c42\u53c8\u53eb\u6570\u636e\u8bbf\u95ee\u5c42\uff0c\u662f\u6307\u628a\u6570\u636e\u6c38\u4e45\u5730\u4fdd\u5b58\u5728\u5b58\u50a8\u8bbe\u5907\u4e2d\uff0c\u5b83\u76f4\u63a5\u4e0e\u6570\u636e\u5e93\u4ea4\u4e92\u3002<\/p>\n

\u5927\u6570\u636e\u5e73\u53f0\u7684\u521b\u5efa\u4e0d\u4ec5\u670d\u52a1\u4e8e\u667a\u80fd\u98ce\u63a7\u4f53\u7cfb\uff0c\u8fd8\u670d\u52a1\u4e8e\u4e1a\u52a1\u7684\u5176\u4ed6\u573a\u666f\uff0c\u4f8b\u5982\u4e1a\u52a1\u7684\u8425\u9500\u573a\u666f\u3001\u8fd0\u8425\u573a\u666f\u7b49\u3002\u8003\u8651\u5230\u667a\u80fd\u98ce\u63a7\u7cfb\u7edf\u6280\u672f\u67b6\u6784\u7684\u6570\u636e\u8fd8\u4f1a\u670d\u52a1\u5176\u4ed6\u4e1a\u52a1\u573a\u666f\uff0c\u56e0\u6b64\u5728\u521d\u671f\u642d\u5efa\u89c4\u5212\u7684\u65f6\u5019\u5e94\u8be5\u8003\u8651\u6570\u636e\u5c42\u7684\u901a\u7528\u6027\u3001\u6613\u7528\u6027\u3001\u975e\u8026\u5408\u6027\u7b49;\u5e76\u4e14\u4f34\u968f\u4e92\u8054\u7f51\u4e1a\u52a1\u7684\u5feb\u901f\u589e\u957f\u4ee5\u53ca\u5927\u6570\u636e\u6280\u672f\u7684\u5e7f\u6cdb\u8fd0\u7528\uff0c\u4f20\u7edf\u6301\u4e45\u5c42\u7684\u8bbe\u8ba1\u4e5f\u4e0d\u518d\u5c40\u9650\u4e8e\u6570\u636e\u5e93\u4ee5\u53ca\u6570\u636e\u7684\u4ea4\u4e92\uff0c\u800c\u662f\u4ee5\u6301\u4e45\u5c42\u4e3a\u57fa\u7840\u5347\u7ea7\u9769\u65b0\u4e3a\u5927\u6570\u636e\u5e73\u53f0\uff0c\u7edf\u7b79\u7ba1\u7406\u3001\u89c4\u5212\u6570\u636e\u7684\u5e94\u7528\u3002<\/p>\n

\u667a\u80fd\u98ce\u63a7\u7cfb\u7edf\u6280\u672f\u67b6\u6784\u7684\u5927\u6570\u636e\u5e73\u53f0\u5212\u5206\u4e3a\u63a5\u5165\u5c42\u3001\u6e05\u6d17\u5c42\u3001\u8ba1\u7b97\u5c42\u3001\u6570\u636e\u5c42\u56db\u90e8\u5206\uff0c\u8fd9\u91cc\u53ea\u7740\u91cd\u4ecb\u7ecd\u63a5\u5165\u5c42\u3001\u6e05\u6d17\u5c42\u3001\u6570\u636e\u5c42\u7684\u6280\u672f\u5e94\u7528\u3002<\/p>\n

01\u63a5\u5165\u5c42<\/strong><\/div>\n
\u63a5\u5165\u5c42\u8d1f\u8d23\u667a\u80fd\u98ce\u63a7\u5e73\u53f0\u7684\u5185\u90e8\u63a5\u5165\uff0c\u5305\u62ec\u5927\u6570\u636e\u5e73\u53f0\u4ee5\u53ca\u7cfb\u7edf\u5c42\u7684\u7cfb\u7edf\u4ea7\u54c1\u7684\u6570\u636e\u63a5\u5165\uff0c\u901a\u5e38\u63a5\u5165\u7684\u6570\u636e\u6709\u7ed3\u6784\u5316\u6570\u636e\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u4e24\u7c7b\uff0c\u5e38\u7528\u7684\u6280\u672f\u5e94\u7528\u6709MQ\u3001HTTP\u3001HTTPS\u3001FTP\u7b49\uff0c\u5177\u4f53\u7684\u6280\u672f\u4ecb\u7ecd\u5982\u4e0b\u3002<\/p>\n
MQ(Message Queue\uff0c\u6d88\u606f\u961f\u5217)\u662f\u57fa\u7840\u6570\u636e\u7ed3\u6784\u4e2d\u201c\u5148\u8fdb\u5148\u51fa\u201d\u7684\u6570\u636e\u7ed3\u6784\uff0c\u4e00\u822c\u7528\u6765\u89e3\u51b3\u5e94\u7528\u89e3\u8026\u3001\u5f02\u6b65\u6d88\u606f\u3001\u6d41\u91cf\u524a\u5cf0\u7b49\u95ee\u9898\uff0c\u662f\u4e00\u79cd\u80fd\u591f\u5b9e\u73b0\u9ad8\u6027\u80fd\u3001\u9ad8\u53ef\u7528\u3001\u53ef\u4f38\u7f29\u548c\u6700\u7ec8\u4e00\u81f4\u6027\u7684\u67b6\u6784\u3002<\/ol>\n
HTTP(Hyper Text Marked Language\uff0c\u8d85\u6587\u672c\u6807\u8bb0\u8bed\u8a00)\u662f\u4e00\u79cd\u6807\u8bc6\u6027\u8bed\u8a00\uff0c\u5305\u62ec\u4e00\u7cfb\u5217\u6807\u7b7e\uff0c\u901a\u8fc7\u8fd9\u4e9b\u6807\u7b7e\u53ef\u4ee5\u5c06\u7f51\u7edc\u4e0a\u7684\u6587\u6863\u683c\u5f0f\u7edf\u4e00\uff0c\u4f7f\u5206\u6563\u7684\u7f51\u7edc\u8d44\u6e90\u8fde\u63a5\u4e3a\u4e00\u4e2a\u903b\u8f91\u6574\u4f53\u3002<\/ol>\n
HTTPS(Hyper Text Transfer Protocol over Secure Socket Layer)\u662f\u4ee5\u5b89\u5168\u4e3a\u76ee\u6807\u7684HTTP\u901a\u9053\uff0c\u5728HTTP\u7684\u57fa\u7840\u4e0a\u52a0\u5165SSL\u5c42\u901a\u8fc7\u4f20\u8f93\u52a0\u5bc6\u548c\u8eab\u4efd\u8ba4\u8bc1\u4fdd\u8bc1\u4e86\u4f20\u8f93\u8fc7\u7a0b\u7684\u5b89\u5168\u6027\uff0c\u88ab\u5e7f\u6cdb\u7528\u4e8e\u4e07\u7ef4\u7f51\u4e0a\u5b89\u5168\u654f\u611f\u7684\u901a\u4fe1\uff0c\u4f8b\u5982\u4ea4\u6613\u652f\u4ed8\u7b49\u65b9\u9762\u3002<\/ol>\n
FTP(File Transfer Protocol\uff0c\u6587\u4ef6\u4f20\u8f93\u534f\u8bae)\u662f\u5728\u7f51\u7edc\u4e0a\u8fdb\u884c\u6587\u4ef6\u4f20\u8f93\u7684\u4e00\u5957\u6807\u51c6\u534f\u8bae\uff0c\u7528\u4e8e\u5c06\u6587\u4ef6\u4f20\u8f93\u5230\u4e3b\u673a\u6216\u4e0e\u4e3b\u673a\u4ea4\u6362\u6587\u4ef6\u3002FTP\u53ef\u4ee5\u4f7f\u7528\u7528\u6237\u540d\u548c\u5bc6\u7801\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\uff0c\u533f\u540dFTP\u5141\u8bb8\u7528\u6237\u4ece\u4e92\u8054\u7f51\u8bbf\u95ee\u6587\u4ef6\u3001\u7a0b\u5e8f\u548c\u5176\u4ed6\u6570\u636e\uff0c\u800c\u65e0\u987b\u7528\u6237ID\u6216\u5bc6\u7801\u3002<\/ol>\n
02\u6e05\u6d17\u5c42<\/strong><\/div>\n
\u6e05\u6d17\u5c42\u662f\u6570\u636e\u6e05\u6d17\u5904\u7406\u5c42\uff0c\u8d1f\u8d23\u667a\u80fd\u98ce\u63a7\u5e73\u53f0\u63a5\u5165\u6570\u636e\u7684\u6e05\u6d17\u5904\u7406\u3002\u6e05\u6d17\u5904\u7406\u540e\u7684\u6570\u636e\u518d\u88ab\u63a8\u9001\u5230\u8ba1\u7b97\u5c42\u3001\u7cfb\u7edf\u5c42\u548c\u6570\u636e\u5c42\u3002\u901a\u5e38\u5927\u6570\u636e\u5e73\u53f0\u6e05\u6d17\u5c42\u4f7f\u7528\u7684\u6280\u672f\u5e94\u7528\u6709Kafka\u3001ETL\uff0c\u5177\u4f53\u7684\u6280\u672f\u4ecb\u7ecd\u5982\u4e0b\u3002<\/p>\n
Kafka\u662f\u7531Apache\u8f6f\u4ef6\u57fa\u91d1\u4f1a\u5f00\u53d1\u7684\u4e00\u4e2a\u5f00\u6e90\u6d41\u5904\u7406\u5e73\u53f0\uff0c\u7531Scala\u548cJava\u7f16\u5199\u3002Kafka\u662f\u4e00\u79cd\u9ad8\u541e\u5410\u91cf\u7684\u5206\u5e03\u5f0f\u53d1\u5e03\u8ba2\u9605\u6d88\u606f\u7cfb\u7edf\uff0c\u53ef\u4ee5\u5904\u7406\u6d88\u8d39\u8005\u5728\u7f51\u7ad9\u4e2d\u7684\u6240\u6709\u52a8\u4f5c\u6d41\u6570\u636e\u3002\u4f46\u5927\u90e8\u5206\u7814\u53d1\u4eba\u5458\u90fd\u4f1a\u628akafka\u5f53\u4f5c\u4e00\u4e2a\u5206\u5e03\u5f0f\u6d88\u606f\u961f\u5217\uff0c\u5229\u7528\u5b83\u7684\u9ad8\u6027\u80fd\u3001\u6301\u4e45\u5316\u3001\u591a\u526f\u672c\u5907\u4efd\u3001\u6a2a\u5411\u6269\u5c55\u7b49\u80fd\u529b\u3002\u751f\u4ea7\u8005\u5411\u961f\u5217\u91cc\u5199\u6d88\u606f\uff0c\u6d88\u8d39\u8005\u4ece\u961f\u5217\u91cc\u53d6\u6d88\u606f\u8fdb\u884c\u4e1a\u52a1\u903b\u8f91\u8fd0\u7b97\u3002<\/ol>\n
ETL(Extract-Transform-Load)\u662f\u7528\u6765\u63cf\u8ff0\u5c06\u6570\u636e\u4ece\u6765\u6e90\u7aef\u7ecf\u8fc7\u62bd\u53d6(extract)\u3001\u8f6c\u6362(transform)\u3001\u52a0\u8f7d(load)\u81f3\u76ee\u7684\u7aef\u7684\u8fc7\u7a0b\u3002ETL\u662f\u6784\u5efa\u6570\u636e\u4ed3\u5e93\u7684\u91cd\u8981\u4e00\u73af\uff0c\u7528\u6237\u4ece\u6570\u636e\u6e90\u62bd\u53d6\u51fa\u6240\u9700\u7684\u6570\u636e\uff0c\u7ecf\u8fc7\u6570\u636e\u6e05\u6d17\uff0c\u6700\u7ec8\u6309\u7167\u9884\u5148\u5b9a\u4e49\u597d\u7684\u6570\u636e\u6a21\u578b\uff0c\u5c06\u6570\u636e\u52a0\u8f7d\u5230\u6570\u636e\u4ed3\u5e93\u4e2d\u3002\u867d\u7136ETL\u4e00\u8bcd\u5e38\u7528\u5728\u6570\u636e\u4ed3\u5e93\uff0c\u4f46\u5176\u5bf9\u8c61\u5e76\u4e0d\u9650\u4e8e\u6570\u636e\u4ed3\u5e93\u3002<\/ol>\n
03\u6570\u636e\u5c42<\/strong><\/div>\n
\u6570\u636e\u5c42\u662f\u6570\u636e\u7684\u8f7d\u4f53\u5c42\uff0c\u5927\u6570\u636e\u6280\u672f\u7684\u57fa\u7840\u662f\u6570\u636e\uff0c\u56e0\u6b64\u5927\u6570\u636e\u5e73\u53f0\u7684\u57fa\u7840\u662f\u6570\u636e\u5c42\u3002\u5927\u6570\u636e\u5e73\u53f0\u7684\u6570\u636e\u5c42\u4e3a\u667a\u80fd\u98ce\u63a7\u5e73\u53f0\u63d0\u4f9b\u7cfb\u7edf\u4ea7\u54c1\u4f7f\u7528\u7684\u6570\u636e\uff0c\u800c\u667a\u80fd\u98ce\u63a7\u5e73\u53f0\u7cfb\u7edf\u4ea7\u54c1\u4ea7\u751f\u7684\u6570\u636e\u4f1a\u56de\u4f20\u5230\u5927\u6570\u636e\u5e73\u53f0\u7684\u6570\u636e\u5c42\uff0c\u4e24\u4e2a\u5e73\u53f0\u7684\u6570\u636e\u76f8\u4e92\u5faa\u73af\u8fed\u4ee3\uff0c\u6570\u636e\u91cf\u4e0d\u65ad\u589e\u52a0\u3002\u6570\u636e\u5c42\u5b9e\u9645\u5c31\u662f\u6570\u636e\u5e93\uff0c\u6570\u636e\u5e93\u6839\u636e\u6570\u636e\u5b58\u50a8\u65b9\u5f0f\u5206\u4e3a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u3001\u975e\u5173\u7cfb\u578b\u6570\u636e\u5e93\uff0c\u540c\u65f6\u968f\u7740\u77e5\u8bc6\u56fe\u8c31\u6280\u672f\u7684\u53d1\u5c55\u548c\u5e94\u7528\uff0c\u56fe\u6570\u636e\u5e93\u4e5f\u88ab\u7528\u5230\u667a\u80fd\u98ce\u63a7\u5e73\u53f0\u4e2d\u3002<\/p>\n
\u5927\u6570\u636e\u5e73\u53f0\u5e38\u7528\u7684\u6570\u636e\u5e93\u6709MySQL\u3001MongoDB\u3001HBase\u3001Giraph\u3001SSD\u7b49\uff0c\u5177\u4f53\u7684\u6280\u672f\u4ecb\u7ecd\u5982\u4e0b\u3002<\/p>\n
MySQL\u662f\u4e00\u4e2a\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\uff0c\u7531\u745e\u5178MySQL AB\u516c\u53f8\u5f00\u53d1\uff0c\u5c5e\u4e8eOracle\u65d7\u4e0b\u4ea7\u54c1\u3002MySQL\u662f\u6700\u6d41\u884c\u7684\u5173\u7cfb\u578b\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u4e4b\u4e00\uff0c\u5728Web\u5e94\u7528\u65b9\u9762\uff0cMySQL\u662f\u6700\u597d\u7684\u5173\u7cfb\u6570\u636e\u5e93\u7ba1\u7406\u7cfb\u7edf\u5e94\u7528\u8f6f\u4ef6\u4e4b\u4e00\u3002<\/ol>\n
MongoDB\u662f\u4e00\u4e2a\u57fa\u4e8e\u5206\u5e03\u5f0f\u6587\u4ef6\u5b58\u50a8\u7684\u6570\u636e\u5e93\uff0c\u7531C++\u8bed\u8a00\u7f16\u5199\uff0c\u65e8\u5728\u4e3aWeb\u5e94\u7528\u63d0\u4f9b\u53ef\u6269\u5c55\u7684\u9ad8\u6027\u80fd\u6570\u636e\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u3002<\/ol>\n
HBase(Hadoop Database)\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7684\u3001\u9762\u5411\u5217\u7684\u5f00\u6e90\u6570\u636e\u5e93\uff0c\u662f\u4e00\u4e2a\u9ad8\u53ef\u9760\u6027\u3001\u9ad8\u6027\u80fd\u3001\u9762\u5411\u5217\u3001\u53ef\u4f38\u7f29\u7684\u5206\u5e03\u5f0f\u5b58\u50a8\u7cfb\u7edf\uff0c\u5229\u7528HBase\u6280\u672f\u53ef\u5728\u5ec9\u4ef7PC\u8bbe\u5907\u4e0a\u642d\u5efa\u8d77\u5927\u89c4\u6a21\u7ed3\u6784\u5316\u5b58\u50a8\u96c6\u7fa4\u3002<\/ol>\n
Giraph\u662f\u4e00\u4e2a\u8fed\u4ee3\u7684\u56fe\u8ba1\u7b97\u7cfb\u7edf\uff0c\u662f\u57fa\u4e8eHadoop\u5efa\u7acb\u7684\u4e0a\u5c42\u5e94\u7528\u3002<\/ol>\n
SSD(Solid State Disk\u6216Solid State Drive\uff0c\u56fa\u6001\u9a71\u52a8\u5668)\uff0c\u4fd7\u79f0\u56fa\u6001\u786c\u76d8\uff0c\u7528\u4e8e\u6570\u636e\u5e93\u7b49\u6587\u4ef6\u7684\u5b58\u50a8\u3002<\/ol>\n
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