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data-brushtype=\"text\">\u667a\u80fd\u8fd0\u7ef4\u4f53\u7cfb\u67b6\u6784\u7684\u5efa\u8bbe\u5e94\u8be5\u8003\u8651\u5982\u4e0b\u56e0\u7d20\uff1a<\/strong><\/p>\n<p><strong>\u6570\u636e<\/strong><\/p>\n<p>\u6211\u4eec\u8981\u642d\u5efa\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\uff0c\u9996\u5148\u8981\u6570\u636e\u9a71\u52a8\uff0c\u6570\u636e\u9a71\u52a8\u4e0b\u8981\u505a\u597d\u4ee5\u4e0b\u51e0\u4ef6\u4e8b\uff1a<\/p>\n<p>\u6d77\u91cf\u6570\u636e\u5b58\u50a8\uff1a\u8fd0\u7ef4\u6570\u636e\u7684\u91cf\u7ea7\u662f\u4ebf\u7ea7\u3001TB\u751a\u81f3PB\u7ea7\u522b\u7684\uff0c\u6240\u4ee5\u5b58\u50a8\u7cfb\u7edf\u4e00\u5b9a\u8981\u5177\u5907\u9ad8\u5bb9\u91cf\u548c\u6269\u5c55\u6027\uff1b<\/p>\n<p>\u6570\u636e\u591a\u6837\u5316\uff1a\u8fd0\u7ef4\u8fc7\u7a0b\u4ea7\u751f\u7684\u6570\u636e\u591a\u79cd\u591a\u6837\uff0c\u5982\u5e94\u7528\u4ea7\u751f\u7684\u6027\u80fd\u6570\u636e\uff0c\u670d\u52a1\u5668\u57fa\u7840\u76d1\u63a7\u4ea7\u751f\u7684CPU\/IO\/Net\u6570\u636e\uff0c\u670d\u52a1\u95f4\u8c03\u7528\u94fe\u6570\u636e\u3001\u65e5\u5fd7\u6570\u636e\u7b49\uff0c\u90a3\u4e48\u9700\u8981\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u6570\u636e\u8fdb\u884c\u533a\u522b\u5316\u7684\u5b58\u50a8\u7ed3\u6784\u7684\u8bbe\u8ba1\uff0c\u4fdd\u8bc1\u6570\u636e\u5b58\u50a8\u7684\u6269\u5c55\u6027\uff0c\u540c\u65f6\u5efa\u7acb\u6570\u636e\u4e4b\u95f4\u7684\u5173\u8054\u652f\u70b9\uff1b<\/p>\n<p><strong>\u5206\u6790\u80fd\u529b<\/strong><\/p>\n<p>\u5206\u6790\u80fd\u529b\u662f\u667a\u80fd\u8fd0\u7ef4\u5e73\u53f0\u7684\u6838\u5fc3\uff0c\u53ef\u4ee5\u5e94\u7528\u5927\u6570\u636e+\u673a\u5668\u5b66\u4e60\u7684\u5206\u6790\u80fd\u529b\uff0c\u7ed3\u5408\u6210\u719f\u7684\u5f00\u6e90\u5206\u6790\u7b97\u6cd5\u5b9e\u73b0\u57fa\u672c\u7684\u6570\u636e\u5206\u6790\uff0c\u518d\u7ed3\u5408\u5177\u4f53\u7684\u5e94\u7528\u573a\u666f\uff0c\u505a\u51fa\u4e00\u4e9b\u9002\u5e94\u6027\u6539\u9020\u6216\u5339\u914d\u6765\u5b9e\u73b0\u76f8\u5bf9\u8f83\u597d\u7684\u5206\u6790\u6548\u679c\uff0c\u5343\u4e07\u4e0d\u8981\u53ea\u60f3\u7740\u505a\u51fa\u6765\u4e00\u4e2a\u5206\u6790\u5e73\u53f0\u6765\uff0c\u8fd9\u4e2a\u5e73\u53f0\u505a\u51fa\u6765\u4e0d\u662f\u96be\u4e8b\uff0c\u5173\u952e\u5728\u4e8e\u8fd9\u4e2a\u5e73\u53f0\u5728\u8fd0\u7ef4\u9886\u57df\u6ca1\u6709\u5b9e\u9645\u610f\u4e49\u3002<\/p>\n<p>\u8fd0\u7528\u8d77\u5386\u53f2\u6570\u636e\u7684\u4ef7\u503c\uff0c\u4e14\u53ef\u4ee5\u6709\u6548\u8bc6\u522b\u51fa\u6570\u636e\u7684\u5404\u7ef4\u5ea6\u7684\u89c4\u5f8b\uff0c\u5982\u5468\u671f\u6027\u3001\u8d8b\u52bf\u7b49\uff0c\u800c\u4e14\u5206\u6790\u80fd\u529b\u5fc5\u987b\u7ed3\u5408\u5e94\u7528\u573a\u666f\uff0c\u5224\u522b\u76f8\u5bf9\u9002\u5408\u7684\u7b97\u6cd5\u6a21\u578b\u6765\u8bad\u7ec3\u6570\u636e\uff0c\u65b9\u80fd\u4fdd\u8bc1\u9884\u671f\u7684\u8bbe\u60f3\u3002<\/p>\n<p>\u5206\u6790\u80fd\u529b\u53ef\u4ee5\u968f\u7740\u65f6\u95f4\u7684\u63a8\u79fb\u4e0d\u65ad\u7684\u6f14\u8fdb\uff0c\u53ef\u4ee5\u5c06\u65b0\u6570\u636e\u7684\u7279\u6027\u5e26\u5165\u5230\u6a21\u578b\u4e2d\u6765\uff0c\u4ee5\u4e0d\u65ad\u63d0\u9ad8\u7b97\u6cd5\u7684\u51c6\u786e\u5ea6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>4.2 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decoding=\"async\" src=\"data:image\/gif;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVQImWNgYGBgAAAABQABh6FO1AAAAABJRU5ErkJggg==\" data-src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/A1CeZjcJceiak1fQ1Q673ic2UqmP1nLsGdlKickP7upiciagMiavJSFmKj1OicJlc2TAkRwtUH1HJZZxmJMuIv2kwFWCQ\/640?wx_fmt=png\" data-width=\"100%\" data-type=\"png\" data-w=\"28\" data-ratio=\"2.4285714285714284\" \/>5.1 \u6570\u636e\u7684\u91c7\u96c6<img decoding=\"async\" src=\"data:image\/gif;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVQImWNgYGBgAAAABQABh6FO1AAAAABJRU5ErkJggg==\" data-src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/A1CeZjcJceiak1fQ1Q673ic2UqmP1nLsGdicibDuGK6uwLibPg8qxwQoJUClcyGrbKBxjHzGAxYb9fWYicpzPq7NBWbA\/640?wx_fmt=png\" data-width=\"100%\" data-type=\"png\" data-w=\"28\" data-ratio=\"2.4285714285714284\" \/><\/p>\n<p><strong>\uff081\uff09 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Dappe\u7684\u601d\u60f3\u5b9e\u73b0\uff0c\u5176\u4e2d\u4e00\u6b3e\u8f83\u597d\u7684\u5f00\u6e90\u8f6f\u4ef6\u5c31\u662fpinpoint\u3002<\/p>\n<p>pinpoint\u8fd0\u7528JavaAgent\u5b57\u8282\u7801\u589e\u5f3a\u6280\u672f\u5b9e\u73b0\u5e94\u7528\u670d\u52a1\u7aef\u6570\u636e\u7684\u91c7\u96c6\uff0c\u4e14\u65e0\u4fb5\u5165\u5f0f\u7684\u8bbe\u8ba1\uff0c\u4f7f\u7528\u65b9\u4fbf\uff0c\u65e0\u9700\u66f4\u6539\u4e1a\u52a1\u4ee3\u7801\u3002\u53ef\u4ee5\u5185\u7f6e\u652f\u6301JAVA\u7a0b\u5e8f\u5185\u51e0\u5341\u79cd\u534f\u8bae\u4ea4\u4e92\u7684\u517c\u5bb9\uff0c\u5982http\u3001okhttp\u3001mysql\u3001oracle\u3001postgresql\u3001dbcp\u3001cubrid\u3001kafka\u3001rabbitmq\u3001springboot\u3001log4j\u3001logback\u3001redis\u7b49\u3002<\/p>\n<p><strong>Pinpoint\u7684\u67b6\u6784\u539f\u7406\u56fe\u5982\u4e0b\uff1a<\/strong><\/p>\n<p align=\"center\"><img decoding=\"async\" src=\"http:\/\/www.cctime.com\/UpLoadFile\/2018\/7\/13\/201871377564249.jpg\" border=\"0\" \/><\/p>\n<p>\u91c7\u7528hbase 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\/><\/p>\n<p>\u4e0a\u56fe\u662f\u901a\u8fc7pinpoint\u8fdb\u884c\u94fe\u8def\u8ffd\u8e2a\u7684\u539f\u7406\u56fe\uff0c\u53ef\u4ee5\u7b80\u5355\u7684\u7406\u89e3\u4e3a\u5728\u4e00\u6b21\u4ea4\u6613\u8fc7\u7a0b\u4e2d\uff0c\u8d2f\u7a7f\u7684\u6574\u4e2a\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u5404\u4e2a\u73af\u8282\u5185\u90fd\u7ef4\u6301\u7740\u4e00\u4e2a\u552f\u4e00\u7684transactionid\uff0c\u4e14\u5141\u8bb8\u8bb0\u5f55\u4e0a\u4e0b\u6587\u73af\u8282\u7684spanid\uff0c\u4ece\u800c\u5b9e\u73b0\u94fe\u8def\u4fe1\u606f\u7684\u6d1e\u6089\u3002<\/p>\n<p>\u4e14pinpoint\u5141\u8bb8\u5f00\u53d1\u8005\u81ea\u5b9a\u4e49\u5f00\u53d1\u63d2\u4ef6\uff0c\u5b9e\u73b0\u66f4\u591a\u534f\u8bae\u7684\u76d1\u63a7\u652f\u6301\uff0c\u5982activemq\u3001zookeeper\u3001consul\u7b49\u3002<\/p>\n<p>\u4e0d\u8fc7pinpoint\u7684\u529f\u80fd\u5982\u6b64\u5f3a\u5927\u7684\u540c\u65f6\uff0c\u8fd8\u9700\u8981\u6211\u4eec\u505a\u9002\u5f53\u7684\u4f18\u5316\uff0c\u5982\uff1a<\/p>\n<p>Agent\u53d1\u9001\u6d77\u91cf\u7684udp\u6570\u636e\u5230collector\uff0c\u5f88\u6709\u53ef\u80fd\u9047\u5230\u7f51\u7edc\u548ccollector\u7684\u963b\u585e\uff0c\u90a3\u4e48\uff0c\u8fd9\u4e2a\u65f6\u5019\u53ef\u4ee5\u5728agent\u548ccollector\u4e4b\u95f4\u52a0\u4e00\u5c42kafka\u5b9e\u73b0\u6d88\u606f\u7684\u7f13\u51b2\uff0c\u63d0\u5347\u7cfb\u7edf\u7a33\u5b9a\u6027\u3002<\/p>\n<p>Pinpoint\u6ca1\u6709\u7528\u6237\u6743\u9650\u4f53\u7cfb\uff0c\u9700\u8981\u6211\u4eec\u81ea\u5df1\u5b9e\u73b0\u3002<\/p>\n<p>\u53ef\u4ee5\u901a\u8fc7\u53c2\u6570\u81ea\u5b9a\u4e49\u7684\u65b9\u5f0f\u6765\u6307\u5b9a\u5b9e\u9645\u9700\u8981\u91c7\u96c6\u7684\u6307\u6807\u9879\uff0c\u907f\u514dagent\u591a\u4f59\u7684\u6027\u80fd\u635f\u8017\uff0c\u964d\u4f4e\u7cfb\u7edf\u8d1f\u8f7d\u3002<\/p>\n<p><strong>\uff082\uff09 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server\u3001rethinkDB\u3001influxdb\u3001couchDB\u3001redis\u3001memcache\u3001rabbitmq\u7b49\u7684\u7ec4\u4ef6\u7684\u76d1\u63a7\u4e5f\u90fd\u53ef\u4ee5\u901a\u8fc7TIG\u6846\u67b6\u5b9e\u73b0\u76d1\u63a7\u3002<\/p>\n<p>\u81f3\u6b64\uff0c\u6211\u4eec\u5df2\u7ecf\u53ef\u4ee5\u5b9e\u73b0\u5e94\u7528\u5c42\u6570\u636e\u548c\u5176\u5173\u8054\u6570\u636e\uff08Iaas\u5c42\u3001Paas\u5c42\uff09\u7684\u96c6\u4e2d\u91c7\u96c6\u548c\u6c47\u805a\uff0c\u90a3\u4e48\u6709\u4e86\u6570\u636e\uff0c\u80fd\u505a\u7684\u4e8b\u60c5\u7b80\u76f4\u592a\u591a\u4e86\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>5.2 \u4e1a\u52a1\u5c42\u9762\u7684\u7cbe\u7ec6\u5212\u5206<\/p>\n<p><strong data-brushtype=\"text\">\u6b32\u5efa\u7acb\u9762\u5411\u4e1a\u52a1\u670d\u52a1\u7ef4\u5ea6\u7684\u76d1\u63a7\u4f53\u7cfb\uff0c\u9996\u5148\u9700\u8981\u9488\u5bf9\u4e1a\u52a1\u670d\u52a1\u505a\u51fa\u5206\u5c42\u6b21\u7684\u5212\u5206\uff0c\u5373\u5bf9\u4e1a\u52a1\u76d1\u63a7\u5bf9\u8c61\u7684\u7ba1\u7406\u9700\u8981\u5efa\u7acb\u4f53\u7cfb\uff0c\u667a\u80fd\u8fd0\u7ef4\u4ea7\u54c1\u7684\u4e1a\u52a1\u670d\u52a1\u7ba1\u7406\u4f53\u7cfb\u7ed3\u6784\u5982\u4e0b\uff1a<\/strong><\/p>\n<p align=\"center\"><img decoding=\"async\" src=\"http:\/\/www.cctime.com\/UpLoadFile\/2018\/7\/13\/201871377666545.jpg\" border=\"0\" \/><\/p>\n<p>\u5982\u4e0a\u56fe\u4e2d\u7684\u2461\u2462\u2463\u5c42\uff0c\u4e13\u6ce8\u9762\u5411\u4e1a\u52a1\u7ef4\u5ea6\u7684\u76d1\u63a7\u7684\u540c\u65f6\uff0c\u66f4\u8981\u5bf9\u4e1a\u52a1\u5c42\u9762\u8fdb\u884c\u7cbe\u7ec6\u5316\u5206\u5c42\uff0c\u6bd4\u8f83\u5bb9\u6613\u60f3\u5230\u7684\u529e\u6cd5\u5c31\u662f\u5efa\u7acb\u7cfb\u7edf\u3001\u670d\u52a1\u3001\u5b9e\u4f8b\u4e09\u5c42\u7684\u4e1a\u52a1\u76d1\u63a7\u4f53\u7cfb\u3002<\/p>\n<p><strong>\u9488\u5bf9\u7cfb\u7edf\u3001\u670d\u52a1\u3001\u5b9e\u4f8b\u505a\u4e00\u4e2a\u6982\u5ff5\u7684\u666e\u53ca\uff1a<\/strong><\/p>\n<p><strong>\u7cfb\u7edf\uff1a<\/strong>\u5b8c\u6210\u67d0\u4e00\u7c7b\u5b8c\u6574\u9700\u6c42\u7684\u7cfb\u7edf\u4f53\u7cfb\uff0c\u5982OA\u7cfb\u7edf\uff0c\u7cfb\u7edf\u662f\u4e00\u4e2a\u6bd4\u8f83\u62bd\u8c61\u7684\u6982\u5ff5\uff0c\u4e00\u822c\u7531\u4e00\u4e2a\u6216\u591a\u4e2a\u8fd0\u7ef4\u4eba\u5458\u6765\u7ba1\u7406<\/p>\n<p><strong>\u670d\u52a1\uff1a<\/strong>\u7cfb\u7edf\u7684\u4e0b\u4e00\u5c42\u6a21\u5757\uff0c\u5373\u5b8c\u6210\u7cfb\u7edf\u5185\u67d0\u4e00\u4e2a\u5b8c\u6574\u7684\u76f8\u5bf9\u72ec\u7acb\u529f\u80fd\u7684\u6a21\u5757\uff0c\u5982\u4e2a\u4eba\u4fe1\u606f\u7ba1\u7406\u670d\u52a1\u3001\u85aa\u8d44\u7ba1\u7406\u670d\u52a1\u3001\u6d41\u7a0b\u5f15\u64ce\u670d\u52a1\u7b49\uff1b\u4e00\u4e2a\u670d\u52a1\u4e00\u822c\u90e8\u7f72\u4e3a\u4e00\u4e2a\u96c6\u7fa4\uff0c\u5305\u542b\u591a\u4e2a\u5e94\u7528\u5b9e\u4f8b\uff08\u5982tomcat\uff09<\/p>\n<p><strong>\u5b9e\u4f8b\uff1a<\/strong>\u5c5e\u4e8e\u4e00\u4e2a\u670d\u52a1\u96c6\u7fa4\u4e2d\u7684\u4e00\u4e2a\u5177\u4f53\u7684\u5e94\u7528\u5b9e\u4f8b\uff0c\u4e00\u822c\u4e00\u4e2a\u670d\u52a1\u96c6\u7fa4\u4f1a\u90e8\u7f72\u591a\u4e2a\u5b9e\u4f8b\u5230\u4e0d\u540c\u4e3b\u673a\u4e0a\uff0c\u5982\u85aa\u8d44\u7ba1\u7406\u670d\u52a1\u5b9e\u4f8b\u4e00\u3001\u85aa\u8d44\u7ba1\u7406\u670d\u52a1\u5b9e\u4f8b\u4e8c\uff0c\u5b9e\u73b0\u8d1f\u8f7d\u5747\u8861\u3002<\/p>\n<p>\u5728\u8fd9\u4e09\u4e2a\u5c42\u6b21\u4e0a\u8fdb\u884c\u6027\u80fd\u7684\u76d1\u63a7\uff0c\u5b9e\u73b0\u4e86\u4e1a\u52a1\u5e94\u7528\u4ece\u4e0a\u5230\u4e0b\u4e09\u5c42\u7684\u6570\u636e\u5173\u8054\uff0c\u670d\u52a1\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u66f4\u6df1\u5165\u7684\u638c\u63a7\u7cfb\u7edf\u4e1a\u52a1\u7684\u5173\u8054\u72b6\u51b5\u3002<\/p>\n<p>\u90a3\u4e48\u6211\u4eec\u662f\u5426\u53ef\u4ee5\u9488\u5bf9\u7cfb\u7edf\u3001\u670d\u52a1\u3001\u5b9e\u4f8b\u5206\u522b\u8fdb\u884c\u6027\u80fd\u76d1\u63a7\u5462\uff1f\u5982\u679c\u53d1\u751f\u6545\u969c\uff0c\u5c31\u53ef\u4ee5\u5bfb\u6839\u6eaf\u6e90\uff0c\u4e3e\u4f8b\uff1a\u5982\u679c\u4e00\u4e2a\u670d\u52a1\u5c42\u7684\u6307\u6807\uff08\u5982\u670d\u52a1\u6574\u4f53\u5e73\u5747\u54cd\u5e94\u65f6\u95f4\u53d1\u751f\u504f\u9ad8\u7684\u5f02\u5e38\uff09\uff0c\u90a3\u4e48\u5fc5\u5b9a\u662f\u7531\u5176\u4e0b\u7684\u4e00\u4e2a\u6216\u591a\u4e2a\u5b9e\u4f8b\u5bfc\u81f4\uff0c\u73b0\u5728\u6211\u4eec\u53bb\u67e5\u770b\u6bcf\u4e2a\u5b9e\u4f8b\u7684\u6027\u80fd\u4fe1\u606f\uff0c\u901a\u8fc7\u76ae\u5c14\u66fc\u76f8\u5173\u7cfb\u6570\uff0c\u53d1\u73b0\u6027\u80fd\u66f2\u7ebf\u548c\u670d\u52a1\u6027\u80fd\u66f2\u7ebf\u6700\u8fd1\u7684\u5b9e\u4f8b\uff0c\u5c31\u662f\u5f02\u5e38\u5b9e\u4f8b\uff0c\u8fdb\u800c\u53ef\u4ee5\u9488\u5bf9\u8be5\u5b9e\u4f8b\u7684Top N\u8bf7\u6c42\u8fdb\u884c\u4e0b\u94bb\u5206\u6790\u5c31\u53ef\u4ee5\u5f97\u5230\u6545\u969c\u6240\u5bf9\u5e94\u7684\u4ee3\u7801\u884c\uff0c\u95ee\u9898\u5c31\u53ef\u4ee5\u89e3\u51b3\u4e86\u3002<\/p>\n<p>\u4e0a\u9762\u6240\u5efa\u7acb\u7684\u7cfb\u7edf\u670d\u52a1\u5b9e\u4f8b\u7684\u5173\u7cfb\uff0c\u672c\u8eab\u5c31\u662f\u5229\u7528\u4e86\u4e1a\u52a1\u5e94\u7528\u8fd0\u884c\u65f6\u672c\u8eab\u5c31\u5b58\u5728\u7684\u5173\u7cfb\uff0c\u90a3\u4e48\u4e3a\u4f55\u4e0d\u5229\u7528\u8d77\u6765\u5462\uff0c\u5230\u8fd9\u91cc\u8fd8\u6ca1\u7528\u5230\u9ad8\u5927\u4e0a\u7684AI\u3001\u673a\u5668\u5b66\u4e60\u5462\u3002<\/p>\n<p>5.3 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align=\"center\"><img decoding=\"async\" src=\"http:\/\/www.cctime.com\/UpLoadFile\/2018\/7\/13\/201871377755377.jpg\" border=\"0\" \/><\/p>\n<p>\u5982\u4e0a\u56fe\u6240\u793a\uff0c\u53ef\u4ee5\u5bf9\u4e00\u6b21\u5e94\u7528\u7684\u8bf7\u6c42\u8fdb\u884c\u56de\u653e\uff0c\u6bcf\u4e00\u4e2a\u73af\u5883\u6267\u884c\u4e86\u591a\u957f\u65f6\u95f4\u90fd\u53ef\u4ee5\u4e00\u76ee\u4e86\u7136\u3002<\/p>\n<p><img decoding=\"async\" src=\"data:image\/gif;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVQImWNgYGBgAAAABQABh6FO1AAAAABJRU5ErkJggg==\" data-src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/A1CeZjcJceiak1fQ1Q673ic2UqmP1nLsGdlKickP7upiciagMiavJSFmKj1OicJlc2TAkRwtUH1HJZZxmJMuIv2kwFWCQ\/640?wx_fmt=png\" data-width=\"100%\" data-type=\"png\" data-w=\"28\" data-ratio=\"2.4285714285714284\" \/>5.4 \u5f02\u5e38\u68c0\u6d4b<img decoding=\"async\" src=\"data:image\/gif;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVQImWNgYGBgAAAABQABh6FO1AAAAABJRU5ErkJggg==\" data-src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/A1CeZjcJceiak1fQ1Q673ic2UqmP1nLsGdicibDuGK6uwLibPg8qxwQoJUClcyGrbKBxjHzGAxYb9fWYicpzPq7NBWbA\/640?wx_fmt=png\" data-width=\"100%\" data-type=\"png\" data-w=\"28\" data-ratio=\"2.4285714285714284\" \/><\/p>\n<p><strong data-brushtype=\"text\">\u8bf4\u5230\u5f02\u5e38\u68c0\u6d4b\uff0c\u5e94\u8be5\u662f\u4e1a\u52a1\u667a\u80fd\u8fd0\u7ef4\u9886\u57df\u4e2d\u7684\u4e00\u4e2a\u6700\u5e38\u89c1\u7684\u573a\u666f\u4e86\uff0c\u5f02\u5e38\u68c0\u6d4b\u7684\u65b9\u6cd5\u5f88\u591a\uff0c\u672c\u7bc7\u4e2d\u4f1a\u91cd\u70b9\u7684\u4ecb\u7ecd\u4e00\u4e0b\u6211\u7684\u89c1\u89e3\uff1a<\/strong><\/p>\n<p><strong>\uff081\uff09 \u4f20\u7edf\u7684\u5f02\u5e38\u68c0\u6d4b\u65b9\u6cd5<\/strong><\/p>\n<p>\u4f20\u7edf\u6a21\u5f0f\u4e0b\u5b8c\u5168\u57fa\u4e8e\u4eba\u7684\u4e3b\u89c2\u7ecf\u9a8c\uff0c\u4e5f\u5373\u57fa\u4e8e\u56fa\u5b9a\u9608\u503c\u7684\u5f02\u5e38\u5224\u65ad\uff0c\u5982 CPU usage\u9ad8\u4e8e80%\u5c31\u544a\u8b66\uff0c\u8fd9\u79cd\u65b9\u5f0f\u9002\u914d\u6027\u662f\u5f88\u5dee\u7684\uff0c\u9700\u8981\u9488\u5bf9\u4e0d\u540c\u7684\u573a\u666f\u8bbe\u5b9a\u4e0d\u540c\u7684\u9608\u503c\uff0c\u751a\u81f3\u540c\u4e00\u4e2a\u4e1a\u52a1\u4e0d\u540c\u65f6\u95f4\u6bb5\u7684\u9608\u503c\u90fd\u662f\u4e0d\u4e00\u6837\u7684\uff0c\u5927\u91cf\u4e2a\u6027\u5316\u7684\u914d\u7f6e\u8981\u6c42\uff0c\u5bf9\u4e8e\u8fd0\u7ef4\u4eba\u5458\u6765\u8bf4\u662f\u5341\u5206\u5d29\u6e83\u7684\u3002<\/p>\n<p>\u540e\u6765\u5c31\u51fa\u73b0\u4e86\u4e00\u5b9a\u7684\u6539\u8fdb\uff0c\u59823-sigma\u7b97\u6cd5\uff0c\u662f\u6839\u636e\u6b63\u6001\u5206\u5e03\u7684\u6982\u7387\uff0c\u81ea\u52a8\u7684\u8c03\u6574\u544a\u8b66\u9608\u503c\uff0c\u662f\u7684\uff0c\u544a\u8b66\u9608\u503c\u7684\u914d\u7f6e\u4e0d\u7528\u4eba\u5de5\u8fdb\u884c\uff0c\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u63d0\u9ad8\u4e86\u8fd0\u7ef4\u6548\u7387\u3002\u4f46\u662f\uff0c\u8be5\u7c7b\u7684\u7b97\u6cd5\u673a\u5668\u5bb9\u6613\u5ffd\u7565\u6307\u6807\u7684\u5468\u671f\u6027\u548c\u8d8b\u52bf\u6027\uff0c\u9020\u6210\u8bef\u5224\u7684\u95ee\u9898\u4e5f\u5f88\u5e38\u89c1\u4e86\u3002<\/p>\n<p><strong>\uff082\uff09 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\/><\/p>\n<p>\u540c\u65f6\uff0c\u667a\u80fd\u8fd0\u7ef4\u7cfb\u7edf\u4e5f\u5c06\u8f85\u52a9\u8f6f\u4ef6\u8d1f\u8f7d\u7b56\u7565\u7684\u4f18\u5316\uff0c\u901a\u8fc7\u9488\u5bf9\u96c6\u7fa4\u7684\u5168\u9762\u76d1\u63a7\u548c\u5206\u6790\uff0c\u5728\u8d1f\u8f7d\u5c42\u505a\u51fa\u66f4\u65b0\u65f6\uff0c\u53ef\u4ee5\u53ca\u65f6\u7684\u53d1\u73b0\u96c6\u7fa4\u6574\u4f53\u7684\u5065\u5eb7\u52a3\u5316\u7684\u72b6\u51b5\uff0c\u53ca\u65f6\u53d1\u73b0\u8d1f\u8f7d\u7b56\u7565\u53d8\u66f4\u5bfc\u81f4\u7684\u95ee\u9898\uff0c\u5e76\u5411\u8d1f\u8f7d\u5c42\u8f6f\u4ef6\u4e0a\u62a5\u95ee\u9898\u6216\u9488\u5bf9\u8d1f\u8f7d\u7b56\u7565\u4f18\u5316\u7684\u5efa\u8bae\uff0c\u4ee5\u66f4\u52a0\u667a\u80fd\u5316\u7684\u624b\u6bb5\u63d0\u9ad8\u7cfb\u7edf\u7684\u9ad8\u53ef\u7528\u6027\u548c\u6548\u7387\u3002<\/p>\n<p align=\"center\"><img decoding=\"async\" src=\"http:\/\/www.cctime.com\/UpLoadFile\/2018\/7\/13\/201871378111889.jpg\" border=\"0\" \/><\/p>\n<p align=\"center\"><strong data-brushtype=\"text\">\u8d1f\u8f7d\u5747\u8861\u4f18\u5316\u6a21\u578b<\/strong><\/p>\n<p><strong>\u8f85\u52a9\u8d1f\u8f7d\u4f18\u5316\u5e38\u7528\u573a\u666f\u5305\u62ec\uff1a<\/strong><\/p>\n<p>\u76f8\u540c\u8d1f\u8f7d\u4e0b\u67d0\u4e3b\u673a\u7684\u786c\u4ef6\u6307\u6807\u544a\u8b66\uff0c\u5219\u53ef\u4ee5\u8003\u8651\u5c06\u5176\u4e0a\u5e94\u7528\u8f6c\u79fb\u5230\u5176\u4ed6\u4f4e\u8d1f\u8f7d\u4e3b\u673a\u4e0a\uff0c\u6216\u964d\u4f4e\u8d1f\u8f7d\u5747\u8861\u5668\u7684\u5206\u914d\u6743\u91cd\uff0c\u8fbe\u5230\u6240\u6709\u4e3b\u673a\u6574\u4f53\u5065\u5eb7\uff1b<\/p>\n<p>\u5f53\u53d1\u73b0\u67d0\u4e3b\u673a\u4e0a\u5e94\u7528\u54cd\u5e94\u53d8\u6162\uff0c\u5e76\u4e14\u5c06\u4f1a\u53d1\u751f\u6545\u969c\u65f6\uff0c\u8d1f\u8f7d\u5747\u8861\u7684tcp\u63a2\u67e5\u65e0\u6cd5\u53d1\u73b0\uff0c\u8fd0\u7ef4\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u73b0\u4e8b\u5148\u9884\u8b66\uff0c\u5e76\u5b9a\u4f4d\u4e8b\u6545\u539f\u56e0\uff08\u4e00\u822c\u4e3a\u786c\u4ef6\u6216\u8d1f\u8f7d\u5747\u8861\u5668\u5206\u62c5\u9519\u8bef\u95ee\u9898\uff09\uff0c\u540c\u65f6\u4e0a\u62a5\u8d1f\u8f7d\u5747\u8861\u5668\uff0c\u4e8b\u5148\u8d1f\u8f7d\u91cd\u5206\u7b49\u6b62\u635f\u63aa\u65bd\uff1b<\/p>\n<p>\u7070\u5ea6\u53d1\u5e03\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u667a\u80fd\u8fd0\u7ef4\u4ea7\u54c1\u76d1\u63a7\u65b0\u7248\u672c\u7684\u6027\u80fd\u60c5\u51b5\uff0c\u5982\u53ef\u53ca\u65e9\u53d1\u73b0\u65b0\u7248\u672c\u5e94\u7528\u6027\u80fd\u8f83\u5dee\u6216\u8005\u5b58\u5728\u9519\u8bef\u8b66\u544a\uff0c\u5219\u53ef\u4ee5\u53ca\u65f6\u4e0a\u62a5\u7070\u5ea6\u53d1\u5e03\u7cfb\u7edf\uff0c\u53ca\u65f6\u6b62\u635f\uff0c\u6216\u89e6\u53d1\u81ea\u90e8\u7f72\u8282\u70b9\u7684\u56de\u6eda\u81ea\u6108\u64cd\u4f5c\u3002<img decoding=\"async\" src=\"data:image\/gif;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABCAYAAAAfFcSJAAAADUlEQVQImWNgYGBgAAAABQABh6FO1AAAAABJRU5ErkJggg==\" data-src=\"https:\/\/mmbiz.qpic.cn\/mmbiz_png\/A1CeZjcJceiak1fQ1Q673ic2UqmP1nLsGdlKickP7upiciagMiavJSFmKj1OicJlc2TAkRwtUH1HJZZxmJMuIv2kwFWCQ\/640?wx_fmt=png\" data-width=\"100%\" data-type=\"png\" data-w=\"28\" data-ratio=\"2.4285714285714284\" \/>5.7 \u65e5\u5fd7\u5206\u6790<\/p>\n<p><strong data-brushtype=\"text\">\u65e5\u5fd7\u5206\u6790\u7684\u4f5c\u7528\uff0c\u5f80\u5f80\u4f1a\u4f53\u73b0\u5728\u5982\u4e0b\u51e0\u4e2a\u573a\u666f\uff1a<\/strong><\/p>\n<p><strong>\uff081\uff09 \u9488\u5bf9\u4e1a\u52a1\u65e5\u5fd7\u8fdb\u884c\u4e1a\u52a1\u7684\u591a\u7ef4\u5206\u6790<\/strong><\/p>\n<p>\u5982\u901a\u8fc7CDN\u7684\u65e5\u5fd7\uff0c\u5b9e\u73b0\u7528\u6237\u7684\u884c\u4e3a\u753b\u50cf\uff0c\u4e5f\u53ef\u4ee5\u5b9e\u73b0\u6545\u969c\u5206\u5e03\u7684\u62d3\u6251\u89c6\u56fe\uff1b<\/p>\n<p><strong>\uff082\uff09 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data-brushtype=\"text\">\u9488\u5bf9\u4e8e\u6545\u969c\u81ea\u6108\u5e94\u8be5\u4ee5\u6545\u969c\u5b9a\u4f4d\u51c6\u786e\u57fa\u7840\u4e4b\u4e0a\u5f00\u5c55\u7684\uff0c\u9700\u8981\u9010\u6b65\u63a8\u884c\uff0c\u5728\u6b64\u6211\u5c31\u7ed3\u5408\u51e0\u4e2a\u573a\u666f\u6765\u804a\u4e00\u804a\u6545\u969c\u81ea\u6108\u7684\u8bbe\u8ba1\u65b9\u6848\uff08\u6309\u7167\u4e91\u8ba1\u7b97\u4f53\u7cfb\u8fdb\u884c\u5206\u5c42\u63cf\u8ff0\u5427\uff09\uff0c\u4ee5\u8f85\u52a9\u843d\u5730\uff1a<\/strong><\/p>\n<p><strong>\uff081\uff09Saas\u5c42\uff1a<\/strong><\/p>\n<p>\u670d\u52a14**\/5**\u9519\u8bef\uff1a\u76f4\u63a5\u91cd\u542f\u8fdb\u7a0b\u540e\u518d\u68c0\u6d4b\u3002<\/p>\n<p>\u670d\u52a1\u6027\u80fd\u7f13\u6162\uff1a\u6392\u67e5\u76f8\u540c\u96c6\u7fa4\u670d\u52a1\u662f\u5426\u5747\u53d1\u751f\u52a3\u5316\uff0c\u5982\u4ec5\u6b64\u8282\u70b9\u52a3\u5316\uff0c\u53ef\u91c7\u53d6\u6d41\u91cf\u5206\u62c5\u65b9\u6848\uff1b\u5982\u5168\u90e8\u8282\u70b9\u5747\u52a3\u5316\uff0c\u53ef\u91c7\u53d6\u81ea\u52a8\u6269\u5bb9\u65b9\u6848\u3002<\/p>\n<p>\u9891\u7e41GC\uff1a\u53ef\u6309\u9700\u589e\u5927JVM\u5185\u5b58\u5206\u914d\u540e\u7ee7\u7eed\u76d1\u63a7\u3002<\/p>\n<p><strong>\uff082\uff09Paas\u548cDaas\u5c42\uff1a<\/strong><\/p>\n<p>Spark 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