{"id":35078,"date":"2025-03-11T15:20:25","date_gmt":"2025-03-11T07:20:25","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35078"},"modified":"2025-03-11T15:20:25","modified_gmt":"2025-03-11T07:20:25","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%a6%82%e4%bd%95%e6%8f%90%e5%8d%87%e5%ba%94%e7%94%a8%e9%83%a8%e7%bd%b2%e7%9a%84%e7%81%b5%e6%b4%bb%e6%80%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35078.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u63d0\u5347\u5e94\u7528\u90e8\u7f72\u7684\u7075\u6d3b\u6027\uff1f"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u63d0\u5347\u5e94\u7528\u90e8\u7f72\u7684\u7075\u6d3b\u6027\uff1f\"<\/p>\n<\/p>\n

\n

\u524d\u8a00<\/strong>
\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u6b63\u52a0\u901f\u5c06\u5e94\u7528\u8fc1\u79fb\u81f3\u4e91\u539f\u751f\u73af\u5883\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u548c\u52a8\u6001\u7f16\u6392\u6280\u672f\u7684\u666e\u53ca\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5982\u4f55\u5728\u5feb\u901f\u8fed\u4ee3\u7684\u90e8\u7f72\u8fc7\u7a0b\u4e2d\u786e\u4fdd\u5e94\u7528\u7a33\u5b9a\u6027\uff1f\u5982\u4f55\u8ba9\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u56e2\u961f\u65e0\u7f1d\u534f\u4f5c\uff1f\u7b54\u6848\u6216\u8bb8\u85cf\u5728\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027<\/strong>\u7684\u5b9e\u8df5\u4e2d\u3002\u901a\u8fc7\u5b9e\u65f6\u6d1e\u5bdf\u7cfb\u7edf\u7684\u6bcf\u4e2a\u201c\u6bdb\u7ec6\u8840\u7ba1\u201d\uff0c\u53ef\u89c2\u6d4b\u6027\u4e0d\u4ec5\u5e2e\u52a9\u56e2\u961f\u5b9a\u4f4d\u95ee\u9898\uff0c\u66f4\u6210\u4e3a\u63d0\u5347\u5e94\u7528\u90e8\u7f72\u7075\u6d3b\u6027\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u6280\u672f\u5982\u4f55\u6253\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u5c40\u9650\uff0c\u4e3a\u654f\u6377\u5f00\u53d1\u4e0e\u9ad8\u6548\u8fd0\u7ef4\u642d\u5efa\u6865\u6881\u3002<\/p>\n

\n

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\u4e91\u539f\u751f\u6280\u672f\u7684\u6838\u5fc3\u2014\u2014\u5982Kubernetes\u3001Serverless\u548c\u5fae\u670d\u52a1\u67b6\u6784\u2014\u2014\u8d4b\u4e88\u4e86\u5e94\u7528\u90e8\u7f72\u9ad8\u5ea6\u7684\u5f39\u6027\u548c\u6269\u5c55\u6027\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u5206\u5e03\u5f0f\u3001\u52a8\u6001\u5316\u7684\u67b6\u6784\u4e5f\u5e26\u6765\u4e86\u6311\u6218\uff1a\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\u9519\u7efc\u590d\u6742\uff0c\u5bb9\u5668\u751f\u547d\u5468\u671f\u77ed\u6682\uff0c\u6545\u969c\u4f20\u64ad\u901f\u5ea6\u52a0\u5feb\u3002\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u4ec5\u5173\u6ce8\u201c\u5df2\u77e5\u95ee\u9898\u201d\u7684\u9608\u503c\u544a\u8b66\uff0c\u96be\u4ee5\u5e94\u5bf9\u52a8\u6001\u73af\u5883\u4e2d\u7684\u672a\u77e5\u5f02\u5e38\u3002<\/p>\n

\u6b64\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\uff08Observability\uff09<\/strong>\u7684\u6982\u5ff5\u5e94\u8fd0\u800c\u751f\u3002\u5b83\u901a\u8fc7\u6536\u96c6\u3001\u5173\u8054\u548c\u5206\u6790\u7cfb\u7edf\u7684\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u4e0e\u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\uff08\u5373\u201c\u4e09\u5927\u652f\u67f1\u201d\uff09\uff0c\u6784\u5efa\u7cfb\u7edf\u7684\u5168\u7ef4\u5ea6\u753b\u50cf\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u5fae\u670d\u52a1\u56e0\u8d44\u6e90\u4e0d\u8db3\u5bfc\u81f4\u54cd\u5e94\u5ef6\u8fdf\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u80fd\u5feb\u901f\u5173\u8054\u5bb9\u5668\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\uff09\u3001\u5e94\u7528\u65e5\u5fd7\uff08\u9519\u8bef\u5806\u6808\uff09\u4ee5\u53ca\u8c03\u7528\u94fe\u8def\uff08\u4e0a\u4e0b\u6e38\u670d\u52a1\u5f71\u54cd\u8303\u56f4\uff09\uff0c\u5e2e\u52a9\u56e2\u961f\u5728\u6570\u5206\u949f\u5185\u5b9a\u4f4d\u6839\u56e0\uff0c\u800c\u975e\u4f20\u7edf\u76d1\u63a7\u65f6\u4ee3\u53ef\u80fd\u9700\u8981\u6570\u5c0f\u65f6\u3002<\/p>\n

\n

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\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u5e94\u7528\u90e8\u7f72\u7684\u7075\u6d3b\u6027\u4e0d\u4ec5\u4f53\u73b0\u5728\u5feb\u901f\u8fed\u4ee3\uff0c\u66f4\u9700\u786e\u4fdd\u6bcf\u6b21\u53d8\u66f4\u7684\u53ef\u63a7\u6027\u3002\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u5b9e\u65f6\u6570\u636e\u53cd\u9988\uff0c\u4e3a\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u90e8\u7f72\uff08CI\/CD\uff09\u7ba1\u9053\u63d0\u4f9b\u4e86\u51b3\u7b56\u4f9d\u636e<\/strong>\u3002<\/p>\n

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*\u52a8\u6001\u914d\u7f6e\u7ba1\u7406*\u4e5f\u4f9d\u8d56\u53ef\u89c2\u6d4b\u6027\u3002\u4f8b\u5982\uff0c\u4f7f\u7528OpenTelemetry<\/a>\u91c7\u96c6\u7684\u6307\u6807\u6570\u636e\uff0c\u53ef\u4ee5\u81ea\u52a8\u8c03\u6574Kubernetes\u7684HPA\uff08\u6c34\u5e73Pod\u81ea\u52a8\u6269\u5c55\uff09\u7b56\u7565\uff0c\u6839\u636e\u5b9e\u65f6\u6d41\u91cf\u589e\u51cf\u5bb9\u5668\u526f\u672c\uff0c\u65e2\u907f\u514d\u8d44\u6e90\u6d6a\u8d39\uff0c\u53c8\u4fdd\u969c\u670d\u52a1\u7a33\u5b9a\u6027\u3002<\/p>\n

\n

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\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6307\u6807\u53d1\u73b0\uff0c\u5176\u98ce\u63a7\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u5728\u6bcf\u65e5\u4e0a\u534810\u70b9\u81f311\u70b9\u8fbe\u5230\u5cf0\u503c\u3002\u7ed3\u5408\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff08\u5982Grafana Labs\u7684Phlare\uff09\uff0c\u56e2\u961f\u63d0\u524d\u5728Kubernetes\u4e2d\u914d\u7f6e\u4e86\u5b9a\u65f6\u4f38\u7f29\u7b56\u7565\uff0c\u786e\u4fdd\u9ad8\u5cf0\u65f6\u6bb5\u8d44\u6e90\u5145\u8db3\uff0c\u800c\u4f4e\u5cf0\u671f\u81ea\u52a8\u7f29\u5bb9\u4ee5\u964d\u4f4e\u6210\u672c\u3002\u8fd9\u79cd\u201c\u9884\u5224\u5f0f\u201d\u8d44\u6e90\u7ba1\u7406\uff0c\u4f7f\u90e8\u7f72\u5f39\u6027\u63d0\u5347\u4e8640%\u4ee5\u4e0a\u3002<\/p>\n

\u66f4\u8fdb\u4e00\u6b65\uff0c*\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09*\u4e0e\u53ef\u89c2\u6d4b\u6027\u7684\u7ed3\u5408\uff0c\u80fd\u5b9e\u73b0\u66f4\u7ec6\u7c92\u5ea6\u7684\u6d41\u91cf\u63a7\u5236\u3002\u4f8b\u5982\uff0cIstio\u901a\u8fc7\u91c7\u96c6\u8bf7\u6c42\u7ea7\u6307\u6807\uff0c\u53ef\u81ea\u52a8\u5c06\u5f02\u5e38\u6d41\u91cf\u8def\u7531\u5230\u5907\u7528\u5b9e\u4f8b\uff0c\u6216\u5728\u91d1\u4e1d\u96c0\u53d1\u5e03\u4e2d\u9010\u6b65\u653e\u5927\u65b0\u7248\u672c\u6d41\u91cf\uff0c\u964d\u4f4e\u90e8\u7f72\u98ce\u9669\u3002<\/p>\n

\n

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\u5728DevOps\u6587\u5316\u4e2d\uff0c\u5f00\u53d1\u3001\u6d4b\u8bd5\u4e0e\u8fd0\u7ef4\u56e2\u961f\u7684\u534f\u4f5c\u6548\u7387\u76f4\u63a5\u5f71\u54cd\u90e8\u7f72\u901f\u5ea6\u3002\u7136\u800c\uff0c\u82e5\u5404\u65b9\u4f9d\u8d56\u4e0d\u540c\u7684\u76d1\u63a7\u5de5\u5177\uff08\u5982\u5f00\u53d1\u5173\u6ce8\u5e94\u7528\u65e5\u5fd7\uff0c\u8fd0\u7ef4\u5173\u6ce8\u57fa\u7840\u8bbe\u65bd\u6307\u6807\uff09\uff0c\u6c9f\u901a\u6210\u672c\u5c06\u663e\u8457\u589e\u52a0\u3002<\/p>\n

\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\uff08\u5982Datadog\u3001Elastic Stack\uff09\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff0c\u5c06\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u6574\u5408\u5230\u5355\u4e00\u63a7\u5236\u53f0<\/strong>\u3002\u4f8b\u5982\uff0c\u5f53\u6d4b\u8bd5\u73af\u5883\u51fa\u73b0\u63a5\u53e3\u8d85\u65f6\u95ee\u9898\u65f6\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u76f4\u63a5\u5728\u5e73\u53f0\u4e2d\u67e5\u770b\u76f8\u5173\u5fae\u670d\u52a1\u7684\u9519\u8bef\u65e5\u5fd7\u3001\u6570\u636e\u5e93\u67e5\u8be2\u6027\u80fd\u4ee5\u53ca\u7f51\u7edc\u5ef6\u8fdf\uff0c\u65e0\u9700\u8de8\u591a\u4e2a\u7cfb\u7edf\u67e5\u627e\u6570\u636e\u3002\u8fd9\u79cd\u201c\u4e00\u7ad9\u5f0f\u201d\u5206\u6790\u5c06\u6545\u969c\u6392\u67e5\u65f6\u95f4\u7f29\u77ed\u4e8660%\uff0c\u4ece\u800c\u52a0\u901f\u90e8\u7f72\u6d41\u7a0b\u3002<\/p>\n

AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b<\/em>\uff08\u5982Google\u7684Cloud Monitoring AIOps\uff09\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86\u4eba\u5de5\u5e72\u9884\u6210\u672c\u3002\u7cfb\u7edf\u80fd\u81ea\u52a8\u8bc6\u522b\u6307\u6807\u5f02\u5e38\u6a21\u5f0f\uff08\u5982\u5468\u671f\u6027\u6ce2\u52a8\u4e2d\u7684\u7a81\u589e\uff09\uff0c\u5e76\u63a8\u8350\u4f18\u5316\u5efa\u8bae\uff0c\u4f8b\u5982\u8c03\u6574JVM\u5806\u5185\u5b58\u6216\u4f18\u5316SQL\u67e5\u8be2\u8bed\u53e5\u3002<\/p>\n

\n

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\n

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