{"id":34234,"date":"2025-03-10T16:56:13","date_gmt":"2025-03-10T08:56:13","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34234"},"modified":"2025-03-10T16:56:13","modified_gmt":"2025-03-10T08:56:13","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e8%bf%9b%e8%a1%8c%e8%af%a6%e7%bb%86%e7%9a%84%e6%80%a7%e8%83%bd%e5%9f%ba%e5%87%86%e6%b5%8b%e8%af%95","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34234.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u8fdb\u884c\u8be6\u7ec6\u7684\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/hnCm7377z.jpg\" alt=\"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u8fdb\u884c\u8be6\u7ec6\u7684\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff1f\" 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id=\"\u4e00-\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027-\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u57fa\u77f3\"><strong>\u4e00\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff1a\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u57fa\u77f3<\/strong><\/h3>\n<p>\u4e91\u539f\u751f\u67b6\u6784\u7684\u52a8\u6001\u6027\u4e0e\u5206\u5e03\u5f0f\u7279\u5f81\uff0c\u4f7f\u5f97\u6027\u80fd\u6d4b\u8bd5\u9762\u4e34\u4e24\u5927\u6311\u6218\uff1a<strong>\u6a2a\u5411\u6269\u5c55\u7684\u4e0d\u53ef\u9884\u6d4b\u6027<\/strong>\u4e0e<strong>\u94fe\u8def\u5c42\u7ea7\u7684\u6570\u636e\u788e\u7247\u5316<\/strong>\u3002\u4f20\u7edf\u57fa\u51c6\u6d4b\u8bd5\u4f9d\u8d56\u5355\u4e00\u538b\u529b\u5de5\u5177\uff08\u5982JMeter\uff09\u6a21\u62df\u8d1f\u8f7d\uff0c\u4f46\u65e0\u6cd5\u56de\u7b54\u201c\u4e3a\u4f55\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u201d\u6216\u201c\u54ea\u4e2a\u5fae\u670d\u52a1\u6210\u4e3a\u74f6\u9888\u201d\u7b49\u6df1\u5c42\u95ee\u9898\u3002<\/p>\n<p><strong>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027<\/strong>\u901a\u8fc7\u4ee5\u4e0b\u4e09\u5927\u652f\u67f1\u4e3a\u6027\u80fd\u6d4b\u8bd5\u6ce8\u5165\u65b0\u52a8\u80fd\uff1a<\/p>\n<ol>\n<li><strong>\u6307\u6807\u76d1\u63a7\uff08Metrics\uff09<\/strong>\uff1a\u5b9e\u65f6\u91c7\u96c6CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u91cf\u7b49\u8d44\u6e90\u6d88\u8017\u6570\u636e\uff0c\u91cf\u5316\u7cfb\u7edf\u5728\u8d1f\u8f7d\u4e0b\u7684\u8868\u73b0\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u5206\u6790\uff08Logs\uff09<\/strong>\uff1a\u8bb0\u5f55\u670d\u52a1\u8fd0\u884c\u65f6\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5b9a\u4f4d\u5f02\u5e38\u884c\u4e3a\u4e0e\u9519\u8bef\u6839\u6e90\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff08Traces\uff09<\/strong>\uff1a\u53ef\u89c6\u5316\u8bf7\u6c42\u7684\u5168\u94fe\u8def\u8def\u5f84\uff0c\u8bc6\u522b\u5ef6\u8fdf\u9ad8\u53d1\u73af\u8282\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u5927\u4fc3\u524d\uff0c\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a><\/strong>\u6536\u96c6\u5bb9\u5668\u96c6\u7fa4\u7684\u6307\u6807\u6570\u636e\uff0c\u7ed3\u5408<strong>Jaeger<\/strong>\u8ffd\u8e2a\u8ba2\u5355\u652f\u4ed8\u94fe\u8def\u7684\u65f6\u5ef6\u5206\u5e03\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5230\u5e93\u5b58\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u7ade\u4e89\u95ee\u9898\uff0c\u5c06\u652f\u4ed8\u6210\u529f\u7387\u4ece82%\u63d0\u5347\u81f397%\u3002<\/p>\n<hr>\n<h3 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id=\"2-\u96c6\u6210\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u94fe\"><strong>2. \u96c6\u6210\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u94fe<\/strong><\/h4>\n<p>\u9009\u62e9\u4e0e\u4e91\u539f\u751f\u73af\u5883\u517c\u5bb9\u7684\u5de5\u5177\uff0c\u5f62\u6210\u6570\u636e\u91c7\u96c6\u3001\u5b58\u50a8\u3001\u5206\u6790\u95ed\u73af\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u6807\u91c7\u96c6<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u3001Datadog\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u7ba1\u7406<\/strong>\uff1aELK Stack\uff08Elasticsearch, Logstash, Kibana\uff09\u3001Loki\uff1b\n<\/li>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff1aJaeger\u3001Zipkin\uff1b\n<\/li>\n<li><strong>\u53ef\u89c6\u5316\u4e0e\u544a\u8b66<\/strong>\uff1aGrafana\u3001New Relic\u3002\n<\/li>\n<\/ul>\n<p><em>\u6848\u4f8b<\/em>\uff1a\u67d0\u91d1\u878d\u7cfb\u7edf\u4f7f\u7528<strong>OpenTelemetry<\/strong>\u7edf\u4e00\u6536\u96c6\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u901a\u8fc7<strong>Grafana<\/strong>\u4eea\u8868\u76d8\u5b9e\u65f6\u5c55\u793a\u5404\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u4e0e\u9519\u8bef\u7387\u5173\u8054\u6027\uff0c\u5feb\u901f\u8bc6\u522b\u51fa\u9ad8\u9891\u4ea4\u6613\u5bfc\u81f4\u7684\u7f13\u5b58\u670d\u52a1\u8fc7\u8f7d\u3002<\/p>\n<h4 id=\"3-\u8bbe\u8ba1\u591a\u7ef4\u5ea6\u6d4b\u8bd5\u573a\u666f\"><strong>3. 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Mesh\uff09\u4e3b\u52a8\u5236\u9020\u8282\u70b9\u6545\u969c\uff0c\u89c2\u5bdf\u7cfb\u7edf\u7684\u81ea\u6108\u80fd\u529b\u4e0e\u6027\u80fd\u8870\u51cf\u3002\n<\/li>\n<\/ul>\n<p><em>\u5173\u952e\u70b9<\/em>\uff1a\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u9700\u540c\u6b65\u8bb0\u5f55<strong>\u8d44\u6e90\u5229\u7528\u7387\u66f2\u7ebf<\/strong>\u4e0e<strong>\u4e1a\u52a1\u6210\u529f\u7387\u66f2\u7ebf<\/strong>\uff0c\u5206\u6790\u4e24\u8005\u76f8\u5173\u6027\u3002\u4f8b\u5982\uff0c\u5f53\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8fbe\u5230\u9608\u503c\u65f6\uff0c\u5373\u4f7fCPU\u672a\u6ee1\u8f7d\uff0cAPI\u54cd\u5e94\u65f6\u95f4\u4ecd\u53ef\u80fd\u9661\u589e\u3002<\/p>\n<h4 id=\"4-\u6267\u884c\u6d4b\u8bd5\u4e0e\u6839\u56e0\u5206\u6790\"><strong>4. \u6267\u884c\u6d4b\u8bd5\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong><\/h4>\n<ul>\n<li><strong>\u6570\u636e\u5173\u8054<\/strong>\uff1a\u5c06\u94fe\u8def\u8ffd\u8e2aID\u4e0e\u65e5\u5fd7\u4e2d\u7684\u8bf7\u6c42\u4e0a\u4e0b\u6587\u7ed1\u5b9a\uff0c\u5b9e\u73b0\u4ece\u5b8f\u89c2\u6307\u6807\u5230\u4ee3\u7801\u884c\u7684\u7a7f\u900f\u5f0f\u5206\u6790\uff1b\n<\/li>\n<li><strong>\u70ed\u70b9\u8bc6\u522b<\/strong>\uff1a\u5229\u7528\u706b\u7130\u56fe\uff08Flame Graph\uff09\u53ef\u89c6\u5316\u51fd\u6570\u7ea7CPU\u8017\u65f6\uff0c\u5b9a\u4f4d\u4f4e\u6548\u4ee3\u7801\uff1b\n<\/li>\n<li><strong>\u74f6\u9888\u9884\u6d4b<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\uff08\u5982AWS DevOps Guru\uff09\u5206\u6790\u5386\u53f2\u6570\u636e\uff0c\u9884\u6d4b\u672a\u6765\u8d1f\u8f7d\u4e0b\u7684\u6f5c\u5728\u98ce\u9669\u70b9\u3002\n<\/li>\n<\/ul>\n<p><em>\u793a\u4f8b<\/em>\uff1a\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7<strong>Jaeger<\/strong>\u53d1\u73b0\u89c6\u9891\u8f6c\u7801\u670d\u52a1\u768490%\u5ef6\u8fdf\u96c6\u4e2d\u5728FFmpeg\u8c03\u7528\u73af\u8282\uff0c\u8fdb\u4e00\u6b65\u5206\u6790\u65e5\u5fd7\u53d1\u73b0GPU\u9a71\u52a8\u7248\u672c\u4e0d\u517c\u5bb9\uff0c\u5347\u7ea7\u540e\u8f6c\u7801\u6548\u7387\u63d0\u534740%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u4f18\u5316\u95ed\u73af-\u4ece\u6570\u636e\u6d1e\u5bdf\u5230\u7cfb\u7edf\u8c03\u4f18\"><strong>\u4e09\u3001\u4f18\u5316\u95ed\u73af\uff1a\u4ece\u6570\u636e\u6d1e\u5bdf\u5230\u7cfb\u7edf\u8c03\u4f18<\/strong><\/h3>\n<p>\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u7ec8\u6781\u76ee\u6807\u662f\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u4f18\u5316\u3002\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u9700\u8f6c\u5316\u4e3a\u4ee5\u4e0b\u884c\u52a8\uff1a<\/p>\n<ol>\n<li><strong>\u8d44\u6e90\u914d\u7f6e\u8c03\u6574<\/strong>\uff1a\u6839\u636eCPU\/\u5185\u5b58\u5229\u7528\u7387\u52a8\u6001\u8c03\u6574\u5bb9\u5668\u914d\u989d\uff1b\n<\/li>\n<li><strong>\u4ee3\u7801\u7ea7\u4f18\u5316<\/strong>\uff1a\u91cd\u6784\u9ad8\u5ef6\u8fdf\u7684\u51fd\u6570\u903b\u8f91\u6216\u5f15\u5165\u7f13\u5b58\u673a\u5236\uff1b\n<\/li>\n<li><strong>\u67b6\u6784\u6539\u8fdb<\/strong>\uff1a\u5bf9\u9891\u7e41\u8d85\u65f6\u7684\u670d\u52a1\u5b9e\u65bd\u7194\u65ad\u964d\u7ea7\u6216\u5f02\u6b65\u5316\u6539\u9020\uff1b\n<\/li>\n<li><strong>SLA\u8fed\u4ee3<\/strong>\uff1a\u57fa\u4e8e\u6d4b\u8bd5\u7ed3\u679c\u91cd\u65b0\u5b9a\u4e49\u670d\u52a1\u6c34\u5e73\u534f\u8bae\uff0c\u786e\u4fdd\u4e0e\u5b9e\u9645\u5bb9\u91cf\u5339\u914d\u3002\n<\/li>\n<\/ol>\n<p><em>\u771f\u5b9e\u6848\u4f8b<\/em>\uff1a\u67d0\u793e\u4ea4\u5e94\u7528\u901a\u8fc7<strong>\u6301\u7eed\u6027\u80fd\u6d4b\u8bd5<\/strong>\u53d1\u73b0\uff0c\u6d88\u606f\u63a8\u9001\u670d\u52a1\u7684Redis\u7f13\u5b58\u547d\u4e2d\u7387\u4f4e\u4e8e60%\uff0c\u5f15\u5165\u672c\u5730\u7f13\u5b58\uff08Caffeine\uff09\u540e\uff0c\u63a8\u9001\u5ef6\u8fdf\u4ece120ms\u964d\u81f335ms\uff0c\u540c\u65f6\u8282\u7701\u4e8630%\u7684\u4e91\u6570\u636e\u5e93\u6210\u672c\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u907f\u514d\u5e38\u89c1\u8bef\u533a-\u8ba9\u53ef\u89c2\u6d4b\u6027\u771f\u6b63\u8d4b\u80fd\u6d4b\u8bd5\"><strong>\u56db\u3001\u907f\u514d\u5e38\u89c1\u8bef\u533a\uff1a\u8ba9\u53ef\u89c2\u6d4b\u6027\u771f\u6b63\u8d4b\u80fd\u6d4b\u8bd5<\/strong><\/h3>\n<ul>\n<li><strong>\u8bef\u533a1\uff1a\u6570\u636e\u91c7\u96c6\u8fc7\u5ea6<\/strong>\uff1a\u76f2\u76ee\u6536\u96c6\u6240\u6709\u6307\u6807\u53ef\u80fd\u5bfc\u81f4\u5b58\u50a8\u6210\u672c\u6fc0\u589e\uff0c\u9700\u6309\u4e1a\u52a1\u4f18\u5148\u7ea7\u914d\u7f6e\u91c7\u6837\u7387\uff1b\n<\/li>\n<li><strong>\u8bef\u533a2\uff1a\u5ffd\u7565\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5b64\u7acb\u5206\u6790\u6307\u6807\u4e0e\u65e5\u5fd7\u6613\u9020\u6210\u8bef\u5224\uff0c\u9700\u901a\u8fc7Trace ID\u4e32\u8054\u5168\u94fe\u8def\u6570\u636e\uff1b\n<\/li>\n<li><strong>\u8bef\u533a3\uff1a\u6d4b\u8bd5\u73af\u5883\u4e0e\u751f\u4ea7\u8131\u8282<\/strong>\uff1a\u4f7f\u7528\u5bb9\u5668\u7f16\u6392\u5de5\u5177\uff08\u5982Kubernetes\uff09\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u914d\u7f6e\u4e0e\u751f\u4ea7\u4e00\u81f4\uff0c\u907f\u514d\u201c\u5b9e\u9a8c\u5ba4\u504f\u5dee\u201d\u3002\n<\/li>\n<\/ul>\n<p><em>\u4e13\u5bb6\u5efa\u8bae<\/em>\uff1a\u9075\u5faa\u201c\u89c2\u6d4b\u5373\u4ee3\u7801\uff08Observability as Code\uff09\u201d\u539f\u5219\uff0c\u5c06\u4eea\u8868\u76d8\u3001\u544a\u8b66\u89c4\u5219\u7eb3\u5165\u7248\u672c\u63a7\u5236\uff0c\u786e\u4fdd\u6d4b\u8bd5\u8fc7\u7a0b\u7684\u53ef\u91cd\u590d\u6027\u4e0e\u5ba1\u8ba1\u8ffd\u8e2a\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4e91\u539f\u751f\u6280\u672f\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u654f\u6377\u3001\u5f39\u6027\u7cfb\u7edf\u7684\u6838\u5fc3\u9009\u62e9\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u67b6\u6784\u7684\u666e\u53ca\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u7b80\u5355\u7684\u63a5\u53e3\u8c03\u7528\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u7684\u6027\u80fd\u76d1\u63a7\u65b9\u5f0f\u5df2\u96be\u4ee5\u6ee1\u8db3\u7cbe\u51c6\u8bca\u65ad\u9700\u6c42\u3002Gartner\u62a5\u544a\u6307\u51fa\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u56e0\u7f3a\u4e4f\u6709\u6548\u7684\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u800c\u9762\u4e34\u6027\u80fd\u74f6\u9888\u5bfc\u81f4\u7684\u4e1a\u52a1\u635f\u5931\u3002\u5982\u4f55\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\u5b9e\u73b0\u8be6\u5c3d\u7684\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5e76\u901a\u8fc7\u6570\u636e\u9a71\u52a8\u4f18\u5316\uff1f\u672c\u6587\u5c06\u63ed\u793a\u5982\u4f55\u501f\u52a9\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4e09\u91cd\u7ef4\u5ea6\u2014\u2014\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\uff0c\u6784\u5efa\u95ed\u73af\u5f0f\u7684\u6027\u80fd\u8bc4\u4f30\u4f53\u7cfb\uff0c\u4e3a\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u6548\u7387\u63d0\u4f9b\u79d1\u5b66\u4f9d\u636e\u3002 \u4e00\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff1a\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u57fa\u77f3 \u4e91\u539f\u751f\u67b6\u6784\u7684\u52a8\u6001\u6027\u4e0e\u5206\u5e03\u5f0f\u7279\u5f81\uff0c\u4f7f\u5f97\u6027\u80fd\u6d4b\u8bd5\u9762\u4e34\u4e24\u5927\u6311\u6218\uff1a\u6a2a\u5411\u6269\u5c55\u7684\u4e0d\u53ef\u9884\u6d4b\u6027\u4e0e\u94fe\u8def\u5c42\u7ea7\u7684\u6570\u636e\u788e\u7247\u5316\u3002\u4f20\u7edf\u57fa\u51c6\u6d4b\u8bd5\u4f9d\u8d56\u5355\u4e00\u538b\u529b\u5de5\u5177\uff08\u5982JMeter\uff09\u6a21\u62df\u8d1f\u8f7d\uff0c\u4f46\u65e0\u6cd5\u56de\u7b54\u201c\u4e3a\u4f55\u54cd\u5e94\u65f6\u95f4\u6ce2\u52a8\u201d\u6216\u201c\u54ea\u4e2a\u5fae\u670d\u52a1\u6210\u4e3a\u74f6\u9888\u201d\u7b49\u6df1\u5c42\u95ee\u9898\u3002 \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u4ee5\u4e0b\u4e09\u5927\u652f\u67f1\u4e3a\u6027\u80fd\u6d4b\u8bd5\u6ce8\u5165\u65b0\u52a8\u80fd\uff1a \u6307\u6807\u76d1\u63a7\uff08Metrics\uff09\uff1a\u5b9e\u65f6\u91c7\u96c6CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u91cf\u7b49\u8d44\u6e90\u6d88\u8017\u6570\u636e\uff0c\u91cf\u5316\u7cfb\u7edf\u5728\u8d1f\u8f7d\u4e0b\u7684\u8868\u73b0\uff1b \u65e5\u5fd7\u5206\u6790\uff08Logs\uff09\uff1a\u8bb0\u5f55\u670d\u52a1\u8fd0\u884c\u65f6\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5b9a\u4f4d\u5f02\u5e38\u884c\u4e3a\u4e0e\u9519\u8bef\u6839\u6e90\uff1b \u5206\u5e03\u5f0f\u8ffd\u8e2a\uff08Traces\uff09\uff1a\u53ef\u89c6\u5316\u8bf7\u6c42\u7684\u5168\u94fe\u8def\u8def\u5f84\uff0c\u8bc6\u522b\u5ef6\u8fdf\u9ad8\u53d1\u73af\u8282\u3002 \u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc11\u201d\u5927\u4fc3\u524d\uff0c\u901a\u8fc7Prometheus\u6536\u96c6\u5bb9\u5668\u96c6\u7fa4\u7684\u6307\u6807\u6570\u636e\uff0c\u7ed3\u5408Jaeger\u8ffd\u8e2a\u8ba2\u5355\u652f\u4ed8\u94fe\u8def\u7684\u65f6\u5ef6\u5206\u5e03\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5230\u5e93\u5b58\u670d\u52a1\u7684\u6570\u636e\u5e93\u9501\u7ade\u4e89\u95ee\u9898\uff0c\u5c06\u652f\u4ed8\u6210\u529f\u7387\u4ece82%\u63d0\u5347\u81f397%\u3002 \u4e8c\u3001\u56db\u6b65\u6784\u5efa\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6 1. \u5b9a\u4e49\u6d4b\u8bd5\u76ee\u6807\u4e0e\u5173\u952e\u6307\u6807\uff08KPIs\uff09 \u6027\u80fd\u6d4b\u8bd5\u9700\u56f4\u7ed5\u4e1a\u52a1\u573a\u666f\u8bbe\u8ba1\u76ee\u6807\u3002\u4f8b\u5982\uff0cAPI\u7f51\u5173\u7684\u6d4b\u8bd5\u91cd\u70b9\u53ef\u80fd\u662f\u6bcf\u79d2\u8bf7\u6c42\u6570\uff08RPS\uff09\u4e0eP99\u5ef6\u8fdf\uff0c\u800c\u6279\u5904\u7406\u4efb\u52a1\u5219\u5173\u6ce8\u4efb\u52a1\u5b8c\u6210\u65f6\u95f4\u4e0e\u8d44\u6e90\u5229\u7528\u7387\u3002 \u5efa\u8bae\u5b9e\u8df5\uff1a\u91c7\u7528SMART\u539f\u5219\uff08Specific, Measurable, Achievable, Relevant, Time-bound\uff09\u5236\u5b9a\u6307\u6807\u3002\u4f8b\u5982\uff1a\u201c\u57285000\u5e76\u53d1\u7528\u6237\u4e0b\uff0c\u767b\u5f55\u63a5\u53e3\u7684P95\u54cd\u5e94\u65f6\u95f4\u4e0d\u8d85\u8fc7200ms\uff0c\u4e14\u9519\u8bef\u7387\u4f4e\u4e8e0.1%\u201d\u3002 2. \u96c6\u6210\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u94fe \u9009\u62e9\u4e0e\u4e91\u539f\u751f\u73af\u5883\u517c\u5bb9\u7684\u5de5\u5177\uff0c\u5f62\u6210\u6570\u636e\u91c7\u96c6\u3001\u5b58\u50a8\u3001\u5206\u6790\u95ed\u73af\uff1a 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