{"id":32390,"date":"2025-03-04T10:04:17","date_gmt":"2025-03-04T02:04:17","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32390"},"modified":"2025-03-04T10:04:17","modified_gmt":"2025-03-04T02:04:17","slug":"%e5%a6%82%e4%bd%95%e9%80%9a%e8%bf%87%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%ae%9e%e7%8e%b0%e7%b3%bb%e7%bb%9f%e7%94%9f%e5%91%bd%e5%91%a8%e6%9c%9f%e7%ae%a1%e7%90%86%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32390.html","title":{"rendered":"\u5982\u4f55\u901a\u8fc7\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0\u7cfb\u7edf\u751f\u547d\u5468\u671f\u7ba1\u7406\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/e957bdd44fb70ce.jpg\" alt=\"\u5982\u4f55\u901a\u8fc7\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5b9e\u73b0\u7cfb\u7edf\u751f\u547d\u5468\u671f\u7ba1\u7406\uff1f\" 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Observability\uff09\u7684\u4ef7\u503c\u7206\u53d1\u70b9\u2014\u2014\u5b83\u4e0d\u4ec5\u662f\u6545\u969c\u6392\u67e5\u7684\u63a2\u7167\u706f\uff0c\u66f4\u662f\u4e00\u5957\u8d2f\u7a7f\u7cfb\u7edf\u5168\u751f\u547d\u5468\u671f\u7684\u667a\u80fd\u5bfc\u822a\u7cfb\u7edf<\/strong>\u3002\u5f53\u6211\u4eec\u5c06\u53ef\u89c2\u6d4b\u6027\u6df1\u5ea6\u878d\u5165\u4ece\u8bbe\u8ba1\u5230\u9000\u5f79\u7684\u6bcf\u4e2a\u73af\u8282\uff0c\u7cfb\u7edf\u7ba1\u7406\u4fbf\u4ece\u88ab\u52a8\u6551\u706b\u8fdb\u5316\u4e3a\u4e3b\u52a8\u9884\u6d4b\u7684\u7cbe\u5bc6\u79d1\u5b66\u3002<\/p>\n<hr>\n<h3 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style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f*\u80fd\u5b8c\u6574\u8fd8\u539f\u8bf7\u6c42\u94fe\u8def\u4e2d\u7684\u6beb\u79d2\u7ea7\u5ef6\u8fdf\u5206\u5e03\uff0c\u7ed3\u5408*<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u65f6\u5e8f\u6570\u636e\u5e93*\u8bb0\u5f55\u7684\u5bb9\u5668\u5185\u5b58\u53d8\u5316\u66f2\u7ebf\uff0c\u5de5\u7a0b\u5e08\u53ef\u7cbe\u51c6\u5b9a\u4f4d\u5230\u4ee3\u7801\u5e93\u4e2d\u67d0\u4e2a\u5faa\u73af\u672a\u91ca\u653e\u8d44\u6e90\u7684\u51fd\u6570\u3002<\/p>\n<p>\u5728\u7cfb\u7edf\u8bbe\u8ba1\u9636\u6bb5\uff0c\u8fd9\u79cd\u591a\u7ef4\u6d1e\u5bdf\u76f4\u63a5\u5f71\u54cd\u4e86\u67b6\u6784\u51b3\u7b56\u3002\u67d0\u7535\u5546\u5e73\u53f0\u5728\u7070\u5ea6\u53d1\u5e03\u65b0\u7248\u672c\u65f6\uff0c\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u91c7\u96c6\u7684\u9ec4\u91d1\u6307\u6807\uff08Golden Signals\uff09<\/strong>\u53d1\u73b0\u8d2d\u7269\u8f66\u670d\u52a1\u7684\u9519\u8bef\u7387\u968f\u5e76\u53d1\u91cf\u5448\u975e\u7ebf\u6027\u4e0a\u5347\u3002\u5f00\u53d1\u56e2\u961f\u636e\u6b64\u91cd\u6784\u4e86Redis\u7f13\u5b58\u7b56\u7565\uff0c\u4f7f\u7cfb\u7edf\u5728\u201c\u53cc\u5341\u4e00\u201d\u6d41\u91cf\u6d2a\u5cf0\u4e0b\u7684\u9519\u8bef\u7387\u964d\u4f4e83%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u7684\u516d\u73af\u8d4b\u80fd\u56fe\u8c31\">\u4e8c\u3001\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u7684\u516d\u73af\u8d4b\u80fd\u56fe\u8c31<\/h3>\n<h4 id=\"1-\u8bbe\u8ba1\u9636\u6bb5-\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u67b6\u6784\u4f18\u5316\">1. <strong>\u8bbe\u8ba1\u9636\u6bb5\uff1a\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u67b6\u6784\u4f18\u5316<\/strong><\/h4>\n<p>\u5728\u7ed8\u5236\u7cfb\u7edf\u84dd\u56fe\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\u9700\u6c42\u5e94\u88ab\u7eb3\u5165\u67b6\u6784\u8bc4\u5ba1 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id=\"5-\u8fed\u4ee3\u9636\u6bb5-\u6570\u636e\u53cd\u54fa\u4ea7\u54c1\u8fdb\u5316\">5. <strong>\u8fed\u4ee3\u9636\u6bb5\uff1a\u6570\u636e\u53cd\u54fa\u4ea7\u54c1\u8fdb\u5316<\/strong><\/h4>\n<p>\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6b63\u5728\u7a81\u7834\u8fd0\u7ef4\u8fb9\u754c\uff0c\u6210\u4e3a\u4ea7\u54c1\u4f18\u5316\u7684\u6307\u5357\u9488\u3002\u67d0\u793e\u4ea4APP\u901a\u8fc7\u5206\u6790\u7528\u6237\u884c\u4e3a\u57cb\u70b9\u4e0e\u540e\u7aef\u9519\u8bef\u7684\u65f6\u7a7a\u5173\u8054\uff0c\u53d1\u73b0\u591c\u95f4\u9ad8\u5cf0\u65f6\u6bb5\u56fe\u7247\u52a0\u8f7d\u5931\u8d25\u96c6\u4e2d\u5728\u5b89\u53539.0\u673a\u578b\u3002\u6df1\u5165\u8ffd\u8e2a\u53d1\u73b0\u662fOKHttp\u8fde\u63a5\u6c60\u4e0e\u7279\u5b9a\u5185\u6838\u7248\u672c\u7684\u517c\u5bb9\u7f3a\u9677\uff0c\u8be5\u6d1e\u5bdf\u76f4\u63a5\u63a8\u52a8\u4e86\u4e0b\u4e00\u4e2a\u8fed\u4ee3\u7248\u672c\u7684\u529f\u80fd\u4f18\u5148\u7ea7\u8c03\u6574\u3002<\/p>\n<h4 id=\"6-\u9000\u5f79\u9636\u6bb5-\u4f18\u96c5\u8c22\u5e55\u7684\u667a\u80fd\u51b3\u7b56\">6. <strong>\u9000\u5f79\u9636\u6bb5\uff1a\u4f18\u96c5\u8c22\u5e55\u7684\u667a\u80fd\u51b3\u7b56<\/strong><\/h4>\n<p>\u5f53\u65e7\u7cfb\u7edf\u9700\u8981\u4e0b\u7ebf\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6210\u4e3a\u8fc1\u79fb\u98ce\u9669\u8bc4\u4f30\u7684\u6838\u5fc3\u4f9d\u636e\u3002\u901a\u8fc7\u5206\u6790*\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31*\u4e0e\u5386\u53f2\u6d41\u91cf\u6a21\u5f0f\uff0c\u67d0\u96f6\u552e\u4f01\u4e1a\u7cbe\u51c6\u8bc6\u522b\u51fa20%\u201c\u50f5\u5c38API\u201d\uff0c\u505c\u7528\u540e\u8282\u7701\u4e8634%\u7684\u4e91\u8d44\u6e90\u5f00\u9500\u3002\u800c\u9488\u5bf9\u4ecd\u5728\u6d3b\u8dc3\u7684\u670d\u52a1\uff0c\u4ed6\u4eec\u5229\u7528<strong>\u6d41\u91cf\u955c\u50cf\u6280\u672f<\/strong>\u5728\u9694\u79bb\u73af\u5883\u9a8c\u8bc1\u517c\u5bb9\u6027\uff0c\u5b9e\u73b0\u96f6\u505c\u673a\u8fc1\u79fb\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5de5\u5177\u94fe\u6574\u5408-\u6784\u5efa\u89c2\u6d4b\u9a71\u52a8\u578b\u7ec4\u7ec7\">\u4e09\u3001\u5de5\u5177\u94fe\u6574\u5408\uff1a\u6784\u5efa\u89c2\u6d4b\u9a71\u52a8\u578b\u7ec4\u7ec7<\/h3>\n<p>\u771f\u6b63\u7684\u53ef\u89c2\u6d4b\u6027\u6210\u719f\u5ea6\u4f53\u73b0\u5728\u5de5\u5177\u94fe\u7684\u6709\u673a\u878d\u5408\u3002<strong>\u7edf\u4e00\u6570\u636e\u7ba1\u9053<\/strong>\u662f\u5173\u952e\u2014\u2014\u5c06Jaeger\u7684\u8ffd\u8e2a\u6570\u636e\u3001Loki\u7684\u65e5\u5fd7\u6d41\u4e0ePrometheus\u7684\u6307\u6807\u5728Tempo\u4e2d\u5b9e\u73b0\u5173\u8054\u67e5\u8be2\uff0c\u8fd9\u5982\u540c\u5c06\u5206\u6563\u7684\u7ebf\u7d22\u7f16\u7ec7\u6210\u6848\u4ef6\u5168\u8c8c\u3002\u67d0\u6e38\u620f\u516c\u53f8\u5efa\u7acb\u7684<em>\u53ef\u89c2\u6d4b\u6027\u4e2d\u67a2\u5e73\u53f0<\/em>\uff0c\u5141\u8bb8\u5f00\u53d1\u8005\u5728Kibana\u4e2d\u4e00\u952e\u8df3\u8f6c\u5230\u5173\u8054\u7684P99\u5ef6\u8fdf\u706b\u7130\u56fe\uff0c\u4f7f\u6545\u969c\u5b9a\u4f4d\u5e73\u5747\u8017\u65f6\u4ece3\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\u3002<\/p>\n<p>\u5728\u7ec4\u7ec7\u5c42\u9762\uff0c\u8c37\u6b4c\u63d0\u51fa\u7684<strong>SRE\u9ec4\u91d1\u6cd5\u5219<\/strong>\u6b63\u5728\u88ab\u91cd\u65b0\u8be0\u91ca\uff1a\u5f53\u9519\u8bef\u9884\u7b97\uff08Error Budget\uff09\u6d88\u8017\u901f\u5ea6\u4e0eCI\/CD\u6d41\u6c34\u7ebf\u7684\u53d8\u66f4\u9891\u7387\u901a\u8fc7\u89c2\u6d4b\u6570\u636e\u52a8\u6001\u8054\u52a8\u65f6\uff0c\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u521b\u65b0\u901f\u5ea6\u5b9e\u73b0\u4e86\u5fae\u5999\u5e73\u8861\u3002\u67d0\u81ea\u52a8\u9a7e\u9a76\u56e2\u961f\u751a\u81f3\u5efa\u7acb\u4e86\u201c\u53ef\u89c2\u6d4b\u6027\u5065\u5eb7\u5ea6\u201dKPI\uff0c\u6db5\u76d6\u6307\u6807\u8986\u76d6\u7387\u3001\u65e5\u5fd7\u7ed3\u6784\u5316\u7387\u7b49\u7ef4\u5ea6\uff0c\u63a8\u52a8\u8fd0\u7ef4\u5de6\u79fb\u6210\u4e3a\u5168\u5458\u5171\u8bc6\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u7834\u5c40\u4e4b\u9053-\u8de8\u8d8a\u4e09\u5927\u5b9e\u8df5\u9e3f\u6c9f\">\u56db\u3001\u7834\u5c40\u4e4b\u9053\uff1a\u8de8\u8d8a\u4e09\u5927\u5b9e\u8df5\u9e3f\u6c9f<\/h3>\n<p>\u5c3d\u7ba1\u6280\u672f\u65b9\u6848\u65e5\u8d8b\u5b8c\u5584\uff0c\u4f01\u4e1a\u4ecd\u9700\u8b66\u60d5\u8fd9\u4e9b\u9677\u9631\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u8fc7\u8f7d\u9ed1\u6d1e<\/strong>\uff1a\u67d0\u7535\u5546\u66fe\u6bcf\u5929\u6536\u96c620TB\u89c2\u6d4b\u6570\u636e\uff0c\u4f4675%\u4ece\u672a\u88ab\u67e5\u8be2\u3002\u901a\u8fc7\u5efa\u7acb<em>\u6570\u636e\u5206\u7ea7\u5b58\u50a8\u7b56\u7565<\/em>\uff0c\u5c06\u8be6\u7ec6\u65e5\u5fd7\u4fdd\u7559\u671f\u4ece30\u5929\u538b\u7f29\u81f37\u5929\uff0c\u6838\u5fc3\u6307\u6807\u6c38\u4e45\u5b58\u50a8\uff0c\u6210\u672c\u76f4\u964d60%\n<\/li>\n<li><strong>\u5de5\u5177\u788e\u7247\u5316\u56f0\u5c40<\/strong>\uff1a\u6df7\u5408\u4e91\u73af\u5883\u4e2d<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u3001Datadog\u3001CloudWatch\u7684\u591a\u534f\u8bae\u5171\u5b58\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5b64\u5c9b\u3002\u91c7\u7528*OTel Collector\u7edf\u4e00<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4e91\u539f\u751f\u6280\u672f\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u654f\u6377\u7cfb\u7edf\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u5f53\u5bb9\u5668\u3001\u5fae\u670d\u52a1\u4e0eServerless\u67b6\u6784\u8ba9\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u65f6\uff0c\u5de5\u7a0b\u5e08\u4eec\u53d1\u73b0\uff1a\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5982\u540c\u7528\u671b\u8fdc\u955c\u89c2\u5bdf\u539f\u5b50\u7ed3\u6784\uff0c\u96be\u4ee5\u6355\u6349\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u77ac\u606f\u4e07\u53d8\u7684\u8fd0\u884c\u72b6\u6001\u3002\u8fd9\u6b63\u662f\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff08Cloud Native Observability\uff09\u7684\u4ef7\u503c\u7206\u53d1\u70b9\u2014\u2014\u5b83\u4e0d\u4ec5\u662f\u6545\u969c\u6392\u67e5\u7684\u63a2\u7167\u706f\uff0c\u66f4\u662f\u4e00\u5957\u8d2f\u7a7f\u7cfb\u7edf\u5168\u751f\u547d\u5468\u671f\u7684\u667a\u80fd\u5bfc\u822a\u7cfb\u7edf\u3002\u5f53\u6211\u4eec\u5c06\u53ef\u89c2\u6d4b\u6027\u6df1\u5ea6\u878d\u5165\u4ece\u8bbe\u8ba1\u5230\u9000\u5f79\u7684\u6bcf\u4e2a\u73af\u8282\uff0c\u7cfb\u7edf\u7ba1\u7406\u4fbf\u4ece\u88ab\u52a8\u6551\u706b\u8fdb\u5316\u4e3a\u4e3b\u52a8\u9884\u6d4b\u7684\u7cbe\u5bc6\u79d1\u5b66\u3002 \u4e00\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4e09\u7ef4\u7a7f\u900f\u529b \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u6784\u5efa\u5728\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u5927\u652f\u67f1\u4e4b\u4e0a\uff0c\u8fd9\u5982\u540c\u4e3a\u7cfb\u7edf\u5b89\u88c5X\u5149\u3001MRI\u548c\u8d85\u58f0\u6ce2\u4e09\u91cd\u590d\u5408\u8bca\u65ad\u4eea\u3002\u5728Kubernetes\u96c6\u7fa4\u4e2d\uff0c\u4e00\u4e2aAPI\u8c03\u7528\u53ef\u80fd\u7a7f\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u76d1\u63a7\u53ea\u80fd\u5448\u73b0\u201c\u67d0\u4e2a\u8282\u70b9CPU\u98d9\u5347\u201d\u7684\u5e73\u9762\u4fe1\u606f\uff0c\u800c*\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f*\u80fd\u5b8c\u6574\u8fd8\u539f\u8bf7\u6c42\u94fe\u8def\u4e2d\u7684\u6beb\u79d2\u7ea7\u5ef6\u8fdf\u5206\u5e03\uff0c\u7ed3\u5408*Prometheus\u65f6\u5e8f\u6570\u636e\u5e93*\u8bb0\u5f55\u7684\u5bb9\u5668\u5185\u5b58\u53d8\u5316\u66f2\u7ebf\uff0c\u5de5\u7a0b\u5e08\u53ef\u7cbe\u51c6\u5b9a\u4f4d\u5230\u4ee3\u7801\u5e93\u4e2d\u67d0\u4e2a\u5faa\u73af\u672a\u91ca\u653e\u8d44\u6e90\u7684\u51fd\u6570\u3002 \u5728\u7cfb\u7edf\u8bbe\u8ba1\u9636\u6bb5\uff0c\u8fd9\u79cd\u591a\u7ef4\u6d1e\u5bdf\u76f4\u63a5\u5f71\u54cd\u4e86\u67b6\u6784\u51b3\u7b56\u3002\u67d0\u7535\u5546\u5e73\u53f0\u5728\u7070\u5ea6\u53d1\u5e03\u65b0\u7248\u672c\u65f6\uff0c\u901a\u8fc7OpenTelemetry\u91c7\u96c6\u7684\u9ec4\u91d1\u6307\u6807\uff08Golden Signals\uff09\u53d1\u73b0\u8d2d\u7269\u8f66\u670d\u52a1\u7684\u9519\u8bef\u7387\u968f\u5e76\u53d1\u91cf\u5448\u975e\u7ebf\u6027\u4e0a\u5347\u3002\u5f00\u53d1\u56e2\u961f\u636e\u6b64\u91cd\u6784\u4e86Redis\u7f13\u5b58\u7b56\u7565\uff0c\u4f7f\u7cfb\u7edf\u5728\u201c\u53cc\u5341\u4e00\u201d\u6d41\u91cf\u6d2a\u5cf0\u4e0b\u7684\u9519\u8bef\u7387\u964d\u4f4e83%\u3002 \u4e8c\u3001\u5168\u751f\u547d\u5468\u671f\u7ba1\u7406\u7684\u516d\u73af\u8d4b\u80fd\u56fe\u8c31 1. \u8bbe\u8ba1\u9636\u6bb5\uff1a\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u67b6\u6784\u4f18\u5316 \u5728\u7ed8\u5236\u7cfb\u7edf\u84dd\u56fe\u65f6\uff0c\u53ef\u89c2\u6d4b\u6027\u9700\u6c42\u5e94\u88ab\u7eb3\u5165\u67b6\u6784\u8bc4\u5ba1 checklist\u3002\u91c7\u7528*\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09*\u7684\u56e2\u961f\u4f1a\u9884\u5148\u5b9a\u4e49Istio\u7684\u6d41\u91cf\u76d1\u63a7\u7ef4\u5ea6\uff0c\u8fd9\u5c31\u50cf\u5728\u9ad8\u901f\u516c\u8def\u4e0a\u9884\u8bbe\u6d4b\u901f\u63a2\u5934\u4e0eETC\u611f\u5e94\u5668\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u901a\u8fc7\u6df7\u6c8c\u5de5\u7a0b\u6a21\u62df\u53d1\u73b0\uff0c\u5f53\u6570\u636e\u5e93\u4e3b\u8282\u70b9\u6545\u969c\u65f6\uff0c\u5907\u7528\u94fe\u8def\u7684\u5207\u6362\u8017\u65f6\u8d85\u51faSLA\u7ea6\u5b9a\u503c30%\u3002\u901a\u8fc7\u6ce8\u5165\u8ffd\u8e2a\u6807\u8bc6\uff0c\u4ed6\u4eec\u53d1\u73b0\u74f6\u9888\u5728\u4e8e\u670d\u52a1\u95f4\u8bc1\u4e66\u6821\u9a8c\u7684\u4e32\u884c\u5904\u7406\uff0c\u6700\u7ec8\u901a\u8fc7\u5f02\u6b65\u9a8c\u8bc1\u6539\u9020\u5c06\u5207\u6362\u65f6\u95f4\u538b\u7f29\u81f3\u6beb\u79d2\u7ea7\u3002 2. \u5f00\u53d1\u9636\u6bb5\uff1a\u4ee3\u7801\u7ea7\u53ef\u89c2\u6d4b\u6027\u6ce8\u5165 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