{"id":35506,"date":"2025-03-19T10:02:07","date_gmt":"2025-03-19T02:02:07","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35506"},"modified":"2025-03-19T10:02:07","modified_gmt":"2025-03-19T02:02:07","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%af%b9%e6%95%85%e9%9a%9c%e6%8e%92%e6%9f%a5%e6%9c%89%e4%bd%95%e5%b8%ae%e5%8a%a9%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35506.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5bf9\u6545\u969c\u6392\u67e5\u6709\u4f55\u5e2e\u52a9\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/nx8IVb9.jpg\" alt=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5bf9\u6545\u969c\u6392\u67e5\u6709\u4f55\u5e2e\u52a9\uff1f\" ><\/p>\n<\/p>\n<h3 id=\"\u524d\u8a00\">\u524d\u8a00<\/h3>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4e91\u539f\u751f\u6280\u672f\u4ee5\u5176\u5f39\u6027\u4f38\u7f29\u3001\u654f\u6377\u90e8\u7f72\u7684\u7279\u6027\uff0c\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u73b0\u4ee3\u5e94\u7528\u7684\u9996\u9009\u67b6\u6784\u3002\u7136\u800c\uff0c\u968f\u7740\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u548c\u52a8\u6001\u7f16\u6392\u7684\u666e\u53ca\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u4e5f\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e00\u6b21\u7b80\u5355\u7684\u63a5\u53e3\u8c03\u7528\u53ef\u80fd\u6d89\u53ca\u6570\u5341\u4e2a\u5206\u5e03\u5f0f\u7ec4\u4ef6\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u79cd\u52a8\u6001\u73af\u5883\u4e0b\u7684\u6545\u969c\u6392\u67e5\u6311\u6218\u3002<strong>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027<\/strong>\uff08Cloud Native Observability\uff09\u6b63\u662f\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\u5e94\u8fd0\u800c\u751f\u2014\u2014\u5b83\u4e0d\u4ec5\u662f\u76d1\u63a7\u7684\u5347\u7ea7\u7248\uff0c\u66f4\u662f\u7a7f\u900f\u7cfb\u7edf\u8ff7\u96fe\u3001\u5b9e\u73b0\u7cbe\u51c6\u5b9a\u4f4d\u95ee\u9898\u7684\u201c\u900f\u89c6\u955c\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u6280\u672f\u5982\u4f55\u4e3a\u6545\u969c\u6392\u67e5\u63d0\u4f9b\u5173\u952e\u652f\u6301\uff0c\u5e76\u63ed\u793a\u5176\u5b9e\u8df5\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e91\u539f\u751f\u73af\u5883\u4e0b\u7684\u6545\u969c\u6392\u67e5\u6311\u6218\">\u4e91\u539f\u751f\u73af\u5883\u4e0b\u7684\u6545\u969c\u6392\u67e5\u6311\u6218<\/h3>\n<p>\u5728\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u4e2d\uff0c\u6545\u969c\u6392\u67e5\u901a\u5e38\u901a\u8fc7\u65e5\u5fd7\u5206\u6790\u548c\u6027\u80fd\u76d1\u63a7\u5373\u53ef\u5b8c\u6210\u3002\u4f46\u5728\u4e91\u539f\u751f\u573a\u666f\u4e0b\uff0c\u7cfb\u7edf\u7531<strong>\u5fae\u670d\u52a1<\/strong>\u3001<strong>\u5bb9\u5668<\/strong>\u548c<strong>\u52a8\u6001\u8c03\u5ea6<\/strong>\u6784\u6210\uff0c\u6545\u969c\u53ef\u80fd\u9690\u85cf\u5728\u4efb\u610f\u73af\u8282\uff1a<\/p>\n<ol>\n<li><strong>\u670d\u52a1\u4f9d\u8d56\u590d\u6742\u5316<\/strong>\uff1a\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u7ecf\u8fc7\u7f51\u5173\u3001\u9274\u6743\u670d\u52a1\u3001\u6570\u636e\u5e93\u96c6\u7fa4\u7b49\u591a\u4e2a\u7ec4\u4ef6\uff0c\u4f9d\u8d56\u94fe\u6761\u7684\u65ad\u88c2\u6216\u5ef6\u8fdf\u96be\u4ee5\u5feb\u901f\u5b9a\u4f4d\uff1b\n<\/li>\n<li><strong>\u52a8\u6001\u6027\u5e26\u6765\u7684\u4e0d\u786e\u5b9a\u6027<\/strong>\uff1a\u5bb9\u5668\u5b9e\u4f8b\u7684\u81ea\u52a8\u6269\u7f29\u5bb9\u3001\u670d\u52a1\u5b9e\u4f8b\u7684\u6f02\u79fb\uff0c\u5bfc\u81f4\u4f20\u7edf\u7684\u9759\u6001\u76d1\u63a7\u65e0\u6cd5\u6355\u6349\u77ac\u65f6\u72b6\u6001\uff1b\n<\/li>\n<li><strong>\u6d77\u91cf\u6570\u636e\u5e72\u6270<\/strong>\uff1a\u6bcf\u79d2\u4ea7\u751f\u7684\u65e5\u5fd7\u3001\u6307\u6807\u548c\u94fe\u8def\u6570\u636e\u53ef\u80fd\u9ad8\u8fbeTB\u7ea7\uff0c\u4eba\u5de5\u7b5b\u9009\u6548\u7387\u4f4e\u4e0b\uff1b\n<\/li>\n<li><strong>\u8de8\u56e2\u961f\u534f\u4f5c\u6210\u672c\u9ad8<\/strong>\uff1a\u5fae\u670d\u52a1\u901a\u5e38\u7531\u4e0d\u540c\u56e2\u961f\u7ef4\u62a4\uff0c\u95ee\u9898\u5b9a\u4f4d\u9700\u8981\u8de8\u90e8\u95e8\u534f\u4f5c\uff0c\u6c9f\u901a\u6210\u672c\u9661\u589e\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u6311\u6218\u8981\u6c42\u4e00\u79cd\u66f4\u9ad8\u6548\u3001\u66f4\u5168\u9762\u7684\u6280\u672f\u624b\u6bb5\u2014\u2014\u800c<strong>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027<\/strong>\u6b63\u662f\u4e3a\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u8bbe\u8ba1\u7684\u7cfb\u7edf\u6027\u65b9\u6848\u3002<\/p>\n<hr>\n<h3 id=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u8981\u7d20\">\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u8981\u7d20<\/h3>\n<p>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5e76\u975e\u5355\u4e00\u5de5\u5177\uff0c\u800c\u662f\u4ee5<strong>\u65e5\u5fd7\uff08Logs\uff09<\/strong>\u3001<strong>\u6307\u6807\uff08Metrics\uff09<\/strong>\u3001<strong>\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\u4e09\u5927\u652f\u67f1\u4e3a\u57fa\u7840\uff0c\u7ed3\u5408\u4e0a\u4e0b\u6587\u5173\u8054\u548c\u667a\u80fd\u5206\u6790\u80fd\u529b\u7684\u4f53\u7cfb\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u5728\u4e8e\uff1a<\/p>\n<ol>\n<li><strong>\u5168\u94fe\u8def\u53ef\u89c1\u6027<\/strong>\uff1a\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f\uff08\u5982OpenTelemetry\uff09\uff0c\u8bb0\u5f55\u8bf7\u6c42\u5728\u5fae\u670d\u52a1\u95f4\u7684\u6d41\u52a8\u8def\u5f84\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u8c03\u7528\u56fe\u8c31\uff1b\n<\/li>\n<li><strong>\u591a\u7ef4\u6570\u636e\u878d\u5408<\/strong>\uff1a\u5c06\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u4fe1\u606f\u3001\u6307\u6807\u4e2d\u7684\u6027\u80fd\u6ce2\u52a8\u3001\u8ffd\u8e2a\u4e2d\u7684\u5ef6\u8fdf\u70ed\u70b9\u5173\u8054\u5206\u6790\uff0c\u907f\u514d\u6570\u636e\u5b64\u5c9b\uff1b\n<\/li>\n<li><strong>\u5b9e\u65f6\u6027\u4e0e\u9884\u6d4b\u6027<\/strong>\uff1a\u501f\u52a9\u65f6\u5e8f\u6570\u636e\u5e93\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4e0d\u4ec5\u80fd\u5b9e\u65f6\u544a\u8b66\uff0c\u8fd8\u80fd\u9884\u6d4b\u5bb9\u91cf\u74f6\u9888\u6216\u6f5c\u5728\u6545\u969c\u3002\n<\/li>\n<\/ol>\n<p>\u5f53\u67d0\u7535\u5546\u5e73\u53f0\u7684\u652f\u4ed8\u670d\u52a1\u51fa\u73b0\u5ef6\u8fdf\u65f6\uff0c\u901a\u8fc7\u8ffd\u8e2a\u94fe\u8def\u53ef\u5feb\u901f\u5b9a\u4f4d\u5230\u662f\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\uff0c\u8fd8\u662f\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u7ebf\u7a0b\u963b\u585e\uff1b\u7ed3\u5408\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u5806\u6808\u548c\u6307\u6807\u4e2d\u7684CPU\u4f7f\u7528\u7387\uff0c\u56e2\u961f\u80fd\u8fc5\u901f\u9501\u5b9a\u6839\u56e0\u3002<\/p>\n<hr>\n<h3 id=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u8d4b\u80fd\u6545\u969c\u6392\u67e5\">\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u8d4b\u80fd\u6545\u969c\u6392\u67e5\uff1f<\/h3>\n<h4 id=\"1-\u4ece-\u76f2\u4eba\u6478\u8c61-\u5230-\u5168\u5c40\u900f\u89c6\">1. <strong>\u4ece\u201c\u76f2\u4eba\u6478\u8c61\u201d\u5230\u201c\u5168\u5c40\u900f\u89c6\u201d<\/strong><\/h4>\n<p>\u4f20\u7edf\u76d1\u63a7\u5f80\u5f80\u805a\u7126\u4e8e\u5355\u4e2a\u8282\u70b9\u6216\u670d\u52a1\u7684\u72b6\u6001\uff0c\u800c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7<strong>\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09<\/strong>\u548c<strong>API\u7f51\u5173<\/strong>\u7684\u96c6\u6210\uff0c\u6784\u5efa\u8de8\u7ec4\u4ef6\u7684\u5168\u666f\u89c6\u56fe\u3002\u4f8b\u5982\uff0c*Prometheus*\u6536\u96c6\u6307\u6807\u3001*Grafana*\u53ef\u89c6\u5316\u4eea\u8868\u76d8\u3001*Jaeger*\u8ffd\u8e2a\u8c03\u7528\u94fe\u7684\u4e09\u8005\u7ed3\u5408\uff0c\u53ef\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u4e00\u773c\u8bc6\u522b\u51fa\u54ea\u4e2a\u670d\u52a1\u662f\u6027\u80fd\u74f6\u9888\u3002<\/p>\n<h4 id=\"2-\u7f29\u77ed\u5e73\u5747\u4fee\u590d\u65f6\u95f4-mttr\">2. <strong>\u7f29\u77ed\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09<\/strong><\/h4>\n<p>\u5728\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u6545\u969c\u4fee\u590d\u7684\u96be\u70b9\u5728\u4e8e\u5b9a\u4f4d\u95ee\u9898\u6e90\u5934\u3002\u901a\u8fc7<strong>\u5173\u8054\u5206\u6790<\/strong>\uff0c\u4f8b\u5982\u5c06\u67d0\u4e2a\u5bb9\u5668\u7684\u9ad8\u5185\u5b58\u4f7f\u7528\u7387\uff08\u6307\u6807\uff09\u4e0e\u540c\u4e00\u65f6\u95f4\u6bb5\u5185\u7684Java\u5806\u6ea2\u51fa\u65e5\u5fd7\uff08\u65e5\u5fd7\uff09\u5173\u8054\uff0c\u53ef\u7acb\u5373\u89e6\u53d1\u544a\u8b66\u5e76\u63a8\u8350\u89e3\u51b3\u65b9\u6848\u3002\u67d0\u91d1\u878d\u4f01\u4e1a\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u5f15\u5165<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u540e\uff0cMTTR\u4ece\u5e73\u57472\u5c0f\u65f6\u964d\u81f315\u5206\u949f\u3002<\/p>\n<h4 id=\"3-\u6839\u56e0\u5206\u6790\u81ea\u52a8\u5316\">3. <strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u81ea\u52a8\u5316<\/strong><\/h4>\n<p>\u501f\u52a9AI\u9a71\u52a8\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09\u5de5\u5177\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u5f53Kubernetes\u96c6\u7fa4\u4e2d\u7684Pod\u9891\u7e41\u91cd\u542f\u65f6\uff0c\u5de5\u5177\u53ef\u81ea\u52a8\u5173\u8054\u4e8b\u4ef6\u65e5\u5fd7\uff08\u5982OOMKilled\uff09\u3001\u8d44\u6e90\u6307\u6807\uff08\u5982\u5185\u5b58\u7533\u8bf7\u503c\uff09\u53ca\u90e8\u7f72\u914d\u7f6e\uff0c\u63d0\u793a\u201c\u5185\u5b58\u8bf7\u6c42\u503c\u8bbe\u7f6e\u8fc7\u4f4e\u201d\u7684\u5efa\u8bae\u3002<\/p>\n<h4 id=\"4-\u63d0\u5347\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u7684\u534f\u4f5c\u6548\u7387\">4. <strong>\u63d0\u5347\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u7684\u534f\u4f5c\u6548\u7387<\/strong><\/h4>\n<p>\u901a\u8fc7\u7edf\u4e00\u7684\u89c2\u6d4b\u5e73\u53f0\uff0c\u5f00\u53d1\u4eba\u5458\u65e0\u9700\u767b\u5f55\u670d\u52a1\u5668\u5373\u53ef\u67e5\u770b\u5b9e\u65f6\u65e5\u5fd7\uff0c\u8fd0\u7ef4\u56e2\u961f\u5219\u80fd\u57fa\u4e8e\u8ffd\u8e2a\u6570\u636e\u5feb\u901f\u5212\u5b9a\u8d23\u4efb\u8fb9\u754c\u3002\u4f8b\u5982\uff0c\u67d0\u6b21API\u8d85\u65f6\u95ee\u9898\u4e2d\uff0c\u8fd0\u7ef4\u901a\u8fc7\u94fe\u8def\u8ffd\u8e2a\u53d1\u73b0\u5ef6\u8fdf\u96c6\u4e2d\u5728\u67d0\u4e2a\u670d\u52a1\u7684gRPC\u8c03\u7528\u73af\u8282\uff0c\u5f00\u53d1\u56e2\u961f\u968f\u5373\u4f18\u5316\u4e86\u5e8f\u5217\u5316\u7b97\u6cd5\u3002<\/p>\n<hr>\n<h3 id=\"\u5b9e\u8df5\u4e2d\u7684\u5173\u952e\u7b56\u7565\">\u5b9e\u8df5\u4e2d\u7684\u5173\u952e\u7b56\u7565<\/h3>\n<p>\u8981\u6700\u5927\u5316\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4ef7\u503c\uff0c\u9700\u907f\u514d\u4ee5\u4e0b\u8bef\u533a\u5e76\u91c7\u53d6\u6700\u4f73\u5b9e\u8df5\uff1a<\/p>\n<ul>\n<li><strong>\u8bef\u533a1\uff1a\u6570\u636e\u91c7\u96c6\u8d8a\u591a\u8d8a\u597d<\/strong><br \/>\n\u76f2\u76ee\u6536\u96c6\u6240\u6709\u65e5\u5fd7\u548c\u6307\u6807\u4f1a\u5bfc\u81f4\u5b58\u50a8\u6210\u672c\u6fc0\u589e\uff0c\u4e14\u589e\u52a0\u5206\u6790\u96be\u5ea6\u3002\u5e94\u9075\u5faa<strong>\u201c\u9ec4\u91d1\u4fe1\u53f7\u201d\u539f\u5219<\/strong>\uff08\u5ef6\u8fdf\u3001\u6d41\u91cf\u3001\u9519\u8bef\u3001\u9971\u548c\u5ea6\uff09\uff0c\u4ec5\u91c7\u96c6\u5173\u952e\u6307\u6807\u3002\n<\/li>\n<li><strong>\u8bef\u533a2\uff1a\u5ffd\u89c6\u4e0a\u4e0b\u6587\u5173\u8054<\/strong><br 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