{"id":33259,"date":"2025-03-04T11:50:22","date_gmt":"2025-03-04T03:50:22","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33259"},"modified":"2025-03-04T11:50:22","modified_gmt":"2025-03-04T03:50:22","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%94%af%e6%8c%81%e6%8c%81%e7%bb%ad%e4%ba%a4%e4%bb%98%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33259.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u652f\u6301\u6301\u7eed\u4ea4\u4ed8\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/nCqf8Si3u.jpg\" alt=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u652f\u6301\u6301\u7eed\u4ea4\u4ed8\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br 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Observability\uff09\u7684\u5f15\u5165\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u77db\u76fe\uff1a\u5b83\u901a\u8fc7\u5b9e\u65f6\u6d1e\u5bdf\u7cfb\u7edf\u72b6\u6001\u4e0e\u884c\u4e3a\uff0c\u4e3a\u6301\u7eed\u4ea4\u4ed8\u6784\u5efa\u4e86\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u751f\u4ea7\u8fd0\u884c\u7684\u201c\u9ec4\u91d1\u94fe\u8def\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<strong>\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u6210\u4e3a\u6301\u7eed\u4ea4\u4ed8\u7684\u795e\u7ecf\u4e2d\u67a2<\/strong>\uff0c\u5e76\u63ed\u793a\u5176\u5728\u63d0\u5347\u4ea4\u4ed8\u6548\u7387\u3001\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u6301\u7eed\u4ea4\u4ed8\u7684\u6311\u6218-\u4e3a\u4ec0\u4e48\u9700\u8981\u53ef\u89c2\u6d4b\u6027\"><strong>\u4e00\u3001\u6301\u7eed\u4ea4\u4ed8\u7684\u6311\u6218\uff1a\u4e3a\u4ec0\u4e48\u9700\u8981\u53ef\u89c2\u6d4b\u6027\uff1f<\/strong><\/h3>\n<p>\u6301\u7eed\u4ea4\u4ed8\u7684\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\uff0c\u5feb\u901f\u3001\u5b89\u5168\u5730\u5c06\u4ee3\u7801\u53d8\u66f4\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u3002\u7136\u800c\uff0c\u4e91\u539f\u751f\u67b6\u6784\u7684\u5206\u5e03\u5f0f\u7279\u6027\uff08\u5982\u5fae\u670d\u52a1\u3001\u65e0\u670d\u52a1\u5668\u8ba1\u7b97\uff09\u5bfc\u81f4\u7cfb\u7edf\u590d\u6742\u5ea6\u9aa4\u589e\uff1a<\/p>\n<ul>\n<li><strong>\u73af\u5883\u52a8\u6001\u6027\u9ad8<\/strong>\uff1a\u5bb9\u5668\u5b9e\u4f8b\u7684\u5f39\u6027\u6269\u7f29\u3001\u670d\u52a1\u4f9d\u8d56\u7684\u52a8\u6001\u53d8\u5316\uff0c\u4f7f\u5f97\u4f20\u7edf\u76d1\u63a7\u96be\u4ee5\u6355\u6349\u77ac\u65f6\u72b6\u6001\uff1b\n<\/li>\n<li><strong>\u6545\u969c\u5b9a\u4f4d\u56f0\u96be<\/strong>\uff1a\u4e00\u4e2a\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u670d\u52a1\u4e0e\u57fa\u7840\u8bbe\u65bd\u7ec4\u4ef6\uff0c\u95ee\u9898\u6839\u56e0\u7684\u8ffd\u6eaf\u9700\u8981\u8de8\u5c42\u7ea7\u6570\u636e\u5173\u8054\uff1b\n<\/li>\n<li><strong>\u4ea4\u4ed8\u98ce\u9669\u63a7\u5236\u4e0d\u8db3<\/strong>\uff1a\u7f3a\u4e4f\u5bf9\u90e8\u7f72\u8fc7\u7a0b\u7684\u5168\u94fe\u8def\u6d1e\u5bdf\uff0c\u5bfc\u81f4\u56de\u6eda\u51b3\u7b56\u6ede\u540e\uff0c\u751a\u81f3\u5f15\u53d1\u7ea7\u8054\u6545\u969c\u3002\n<\/li>\n<\/ul>\n<p>\u6b64\u65f6\uff0c\u5355\u7eaf\u7684<strong>\u76d1\u63a7<\/strong>\uff08Monitoring\uff09\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u76d1\u63a7\u4ec5\u5173\u6ce8\u9884\u8bbe\u6307\u6807\u662f\u5426\u8fbe\u6807\uff0c\u800c<strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\u66f4\u8fdb\u4e00\u6b65\u2014\u2014\u5b83\u901a\u8fc7<strong>\u65e5\u5fd7\uff08Logs\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\u4e09\u5927\u652f\u67f1\uff0c\u4e3b\u52a8\u6784\u5efa\u7cfb\u7edf\u7684\u201c\u767d\u76d2\u5316\u201d\u53ef\u89c1\u6027\uff0c\u4e3a\u5f00\u53d1\u3001\u8fd0\u7ef4\u548c\u4e1a\u52a1\u56e2\u961f\u63d0\u4f9b\u4e0a\u4e0b\u6587\u5173\u8054\u7684\u6d1e\u5bdf\u80fd\u529b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u53ef\u89c2\u6d4b\u6027\u8d4b\u80fd\u6301\u7eed\u4ea4\u4ed8\u7684\u56db\u5927\u573a\u666f\"><strong>\u4e8c\u3001\u53ef\u89c2\u6d4b\u6027\u8d4b\u80fd\u6301\u7eed\u4ea4\u4ed8\u7684\u56db\u5927\u573a\u666f<\/strong><\/h3>\n<h4 id=\"1-\u6784\u5efa-\u5168\u751f\u547d\u5468\u671f-\u7684\u8d28\u91cf\u95e8\u7981\"><strong>1. \u6784\u5efa\u201c\u5168\u751f\u547d\u5468\u671f\u201d\u7684\u8d28\u91cf\u95e8\u7981<\/strong><\/h4>\n<p>\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\uff0c\u4f20\u7edf\u7684\u8d28\u91cf\u9a8c\u8bc1\u591a\u4f9d\u8d56\u5355\u5143\u6d4b\u8bd5\u548c\u9759\u6001\u4ee3\u7801\u5206\u6790\u3002\u800c\u501f\u52a9\u53ef\u89c2\u6d4b\u6027\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u53d1\u5e03\u73af\u5883\u9a8c\u8bc1<\/strong>\uff1a\u901a\u8fc7\u6ce8\u5165\u6a21\u62df\u6d41\u91cf\u5e76\u91c7\u96c6\u8ffd\u8e2a\u6570\u636e\uff0c\u9a8c\u8bc1\u5fae\u670d\u52a1\u95f4\u7684\u901a\u4fe1\u662f\u5426\u7b26\u5408\u9884\u671f\uff1b\n<\/li>\n<li><strong>\u91d1\u4e1d\u96c0\u53d1\u5e03\u76d1\u63a7<\/strong>\uff1a\u5b9e\u65f6\u5bf9\u6bd4\u65b0\u65e7\u7248\u672c\u7684\u5173\u952e\u6307\u6807\uff08\u5982\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\uff09\uff0c\u7ed3\u5408\u4e1a\u52a1\u65e5\u5fd7\u5224\u65ad\u65b0\u7248\u672c\u662f\u5426\u5b89\u5168\uff1b\n<\/li>\n<li><strong>\u81ea\u52a8\u5316\u56de\u6eda\u51b3\u7b56<\/strong>\uff1a\u5f53\u6307\u6807\u5f02\u5e38\u65f6\uff0c\u57fa\u4e8e\u9884\u8bbe\u9608\u503c\u81ea\u52a8\u89e6\u53d1\u56de\u6eda\uff0c\u800c\u975e\u4f9d\u8d56\u4eba\u5de5\u5e72\u9884\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u7070\u5ea6\u53d1\u5e03\u9636\u6bb5\uff0c\u901a\u8fc7\u89c2\u6d4b<strong>\u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09<\/strong>\u7684\u8ffd\u8e2a\u6570\u636e\uff0c\u53d1\u73b0\u65b0\u7248\u672c\u5bfc\u81f4\u8ba2\u5355\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u589e\u52a030%\uff0c\u7cfb\u7edf\u57281\u5206\u949f\u5185\u81ea\u52a8\u4e2d\u6b62\u53d1\u5e03\uff0c\u907f\u514d\u4e86\u5927\u89c4\u6a21\u7528\u6237\u6295\u8bc9\u3002<\/p>\n<h4 id=\"2-\u52a0\u901f\u6839\u56e0\u5b9a\u4f4d-\u7f29\u77edmttr\"><strong>2. \u52a0\u901f\u6839\u56e0\u5b9a\u4f4d\uff0c\u7f29\u77edMTTR<\/strong><\/h4>\n<p>\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u6545\u969c\u53ef\u80fd\u7531\u4ee3\u7801\u7f3a\u9677\u3001\u8d44\u6e90\u914d\u7f6e\u9519\u8bef\u6216\u57fa\u7840\u8bbe\u65bd\u6ce2\u52a8\u5171\u540c\u5f15\u53d1\u3002\u53ef\u89c2\u6d4b\u6027\u7684\u4ef7\u503c\u5728\u4e8e\uff1a<\/p>\n<ul>\n<li><strong>\u8de8\u5c42\u7ea7\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u5e94\u7528\u65e5\u5fd7\uff08\u5982Java\u5f02\u5e38\u5806\u6808\uff09\u4e0e\u57fa\u7840\u8bbe\u65bd\u6307\u6807\uff08\u5982Kubernetes\u8282\u70b9CPU\u5229\u7528\u7387\uff09\u5173\u8054\uff0c\u5feb\u901f\u5b9a\u4f4d\u74f6\u9888\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u53ef\u89c6\u5316<\/strong>\uff1a\u901a\u8fc7Jaeger\u3001Zipkin\u7b49\u5de5\u5177\u8fd8\u539f\u8bf7\u6c42\u94fe\u8def\uff0c\u8bc6\u522b\u6027\u80fd\u52a3\u5316\u7684\u5177\u4f53\u670d\u52a1\u8282\u70b9\uff1b\n<\/li>\n<li><strong>AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u5206\u6790\u5386\u53f2\u6307\u6807\u6a21\u5f0f\uff0c\u63d0\u524d\u9884\u8b66\u6f5c\u5728\u98ce\u9669\u3002\n<\/li>\n<\/ul>\n<p><strong>\u6848\u4f8b<\/strong>\uff1a\u67d0\u91d1\u878d\u7cfb\u7edf\u5728\u652f\u4ed8\u63a5\u53e3\u8d85\u65f6\u6545\u969c\u4e2d\uff0c\u901a\u8fc7\u8ffd\u8e2a\u6570\u636e\u53d1\u73b0\u67d0\u6570\u636e\u5e93\u4e2d\u95f4\u4ef6\u56e0\u8fde\u63a5\u6c60\u8017\u5c3d\u5bfc\u81f4\u963b\u585e\uff0c\u7ed3\u5408\u65e5\u5fd7\u786e\u8ba4\u4ee3\u7801\u672a\u6b63\u786e\u91ca\u653e\u8fde\u63a5\uff0c\u56e2\u961f\u572810\u5206\u949f\u5185\u5b8c\u6210\u4fee\u590d\u3002<\/p>\n<h4 id=\"3-\u4f18\u5316\u8d44\u6e90\u6548\u7387-\u964d\u4f4e\u4ea4\u4ed8\u6210\u672c\"><strong>3. \u4f18\u5316\u8d44\u6e90\u6548\u7387\uff0c\u964d\u4f4e\u4ea4\u4ed8\u6210\u672c<\/strong><\/h4>\n<p>\u6301\u7eed\u4ea4\u4ed8\u4e0d\u4ec5\u8ffd\u6c42\u901f\u5ea6\uff0c\u8fd8\u9700\u517c\u987e\u8d44\u6e90\u5229\u7528\u7387\u3002\u53ef\u89c2\u6d4b\u6027\u5e2e\u52a9\u56e2\u961f\uff1a<\/p>\n<ul>\n<li><strong>\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u914d\u989d<\/strong>\uff1a\u57fa\u4e8e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u91c7\u96c6\u7684\u5bb9\u5668CPU\/\u5185\u5b58\u6307\u6807\uff0c\u81ea\u52a8\u89e6\u53d1HPA\uff08\u6c34\u5e73Pod\u81ea\u52a8\u6269\u7f29\uff09\uff1b\n<\/li>\n<li><strong>\u8bc6\u522b\u5197\u4f59\u4f9d\u8d56<\/strong>\uff1a\u901a\u8fc7\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u5206\u6790\uff0c\u79fb\u9664\u672a\u88ab\u8c03\u7528\u7684API\u6216\u5197\u4f59\u5fae\u670d\u52a1\uff1b\n<\/li>\n<li><strong>\u6210\u672c\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u4e91\u8d44\u6e90\u6d88\u8017\uff08\u5982AWS\u8d26\u5355\uff09\u4e0e\u4e1a\u52a1\u6307\u6807\uff08\u5982\u8ba2\u5355\u91cf\uff09\u5173\u8054\uff0c\u4f18\u5316\u8d44\u6e90\u5206\u914d\u7b56\u7565\u3002\n<\/li>\n<\/ul>\n<h4 id=\"4-\u9a71\u52a8\u6570\u636e\u9a71\u52a8\u7684\u8fed\u4ee3\u51b3\u7b56\"><strong>4. \u9a71\u52a8\u6570\u636e\u9a71\u52a8\u7684\u8fed\u4ee3\u51b3\u7b56<\/strong><\/h4>\n<p>\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u4e0d\u4ec5\u662f\u8fd0\u7ef4\u5de5\u5177\uff0c\u66f4\u80fd\u4e3a\u4ea7\u54c1\u8fed\u4ee3\u63d0\u4f9b\u53cd\u9988\u95ed\u73af\uff1a<\/p>\n<ul>\n<li><strong>\u7528\u6237\u884c\u4e3a\u5206\u6790<\/strong>\uff1a\u7ed3\u5408\u524d\u7aef\u57cb\u70b9\u4e0e\u540e\u7aef\u65e5\u5fd7\uff0c\u5206\u6790\u65b0\u529f\u80fd\u4e0a\u7ebf\u540e\u7684\u7528\u6237\u4ea4\u4e92\u8def\u5f84\uff1b\n<\/li>\n<li><strong>\u6027\u80fd\u57fa\u7ebf\u7ba1\u7406<\/strong>\uff1a\u5efa\u7acb\u5173\u952e\u4e1a\u52a1\u63a5\u53e3\u7684\u5ef6\u8fdf\u57fa\u7ebf\uff0c\u786e\u4fdd\u6bcf\u6b21\u4ee3\u7801\u53d8\u66f4\u4e0d\u7834\u574f\u7528\u6237\u4f53\u9a8c\uff1b\n<\/li>\n<li><strong>A\/B\u6d4b\u8bd5\u9a8c\u8bc1<\/strong>\uff1a\u901a\u8fc7\u89c2\u6d4b\u4e0d\u540c\u7248\u672c\u7684\u7528\u6237\u7559\u5b58\u7387\u4e0e\u9519\u8bef\u7387\uff0c\u79d1\u5b66\u8bc4\u4f30\u529f\u80fd\u4ef7\u503c\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u6784\u5efa\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u7684\u5173\u952e\u5b9e\u8df5\"><strong>\u4e09\u3001\u6784\u5efa\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u7684\u5173\u952e\u5b9e\u8df5<\/strong><\/h3>\n<h4 id=\"1-\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u4e0e\u6807\u51c6\u5316\"><strong>1. \u7edf\u4e00\u6570\u636e\u91c7\u96c6\u4e0e\u6807\u51c6\u5316<\/strong><\/h4>\n<ul>\n<li><strong>Agent\u8f7b\u91cf\u5316<\/strong>\uff1a\u91c7\u7528<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u5f00\u6e90\u6807\u51c6\uff0c\u51cf\u5c11\u91c7\u96c6\u7aef\u5bf9\u5e94\u7528\u6027\u80fd\u7684\u5f71\u54cd\uff1b\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u4e3a\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6ce8\u5165\u7edf\u4e00\u7684\u8bf7\u6c42ID\u3001\u670d\u52a1\u540d\u79f0\u7b49\u5143\u6570\u636e\uff1b\n<\/li>\n<li><strong>\u5b58\u50a8\u4e0e\u8ba1\u7b97\u5206\u79bb<\/strong>\uff1a\u4f7f\u7528\u4f4e\u6210\u672c\u5bf9\u8c61\u5b58\u50a8\uff08\u5982S3\uff09\u5b58\u653e\u539f\u59cb\u6570\u636e\uff0c\u6309\u9700\u4f7f\u7528Flink\u6216ClickHouse\u8fdb\u884c\u5b9e\u65f6\u5206\u6790\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5de5\u5177\u94fe\u7684\u6709\u673a\u6574\u5408\"><strong>2. \u5de5\u5177\u94fe\u7684\u6709\u673a\u6574\u5408<\/strong><\/h4>\n<p>\u907f\u514d\u201c\u5de5\u5177\u5b64\u5c9b\u201d\uff0c\u5178\u578b\u7ec4\u5408\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u6307\u6807\u76d1\u63a7<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> + Grafana\uff1b\n<\/li>\n<li><strong>\u65e5\u5fd7\u7ba1\u7406<\/strong>\uff1aLoki + Elasticsearch\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a><\/strong>\uff1aJaeger\/Tempo + \u670d\u52a1\u7f51\u683c\uff08\u5982Istio\uff09\uff1b\n<\/li>\n<li><strong>\u544a\u8b66\u4e0e\u81ea\u52a8\u5316<\/strong>\uff1aAlertmanager\u4e0eCI\/CD\u5de5\u5177\uff08\u5982Jenkins\u3001Argo CD\uff09\u8054\u52a8\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u6587\u5316\u8f6c\u578b-\u4ece-\u6551\u706b-\u5230-\u534f\u540c\"><strong>3. \u6587\u5316\u8f6c\u578b\uff1a\u4ece\u201c\u6551\u706b\u201d\u5230\u201c\u534f\u540c\u201d<\/strong><\/h4>\n<ul>\n<li><strong>\u5f00\u53d1\u5de6\u79fb<\/strong>\uff1a\u8981\u6c42\u5f00\u53d1\u8005\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u5d4c\u5165\u53ef\u89c2\u6d4b\u6027\u57cb\u70b9\uff0c\u800c\u975e\u4e8b\u540e\u8865\u4e01\uff1b\n<\/li>\n<li><strong>\u8fd0\u7ef4\u53f3\u79fb<\/strong>\uff1a\u901a\u8fc7\u6df7\u6c8c\u5de5\u7a0b\uff08Chaos Engineering\uff09\u4e3b\u52a8\u6a21\u62df\u6545\u969c\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u8986\u76d6\u5ea6\uff1b\n<\/li>\n<li><strong>\u8de8\u56e2\u961f\u534f\u4f5c<\/strong>\uff1a\u5efa\u7acb\u7edf\u4e00\u7684Dashboard\u8bed\u8a00\uff0c\u8ba9\u5f00\u53d1\u3001\u8fd0\u7ef4\u3001\u6d4b\u8bd5\u56e2\u961f\u5171\u4eab\u540c\u4e00\u6570\u636e\u89c6\u56fe\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u672a\u6765\u5c55\u671b-\u53ef\u89c2\u6d4b\u6027\u4e0e\u6301\u7eed\u4ea4\u4ed8\u7684\u6df1\u5ea6\u878d\u5408\"><strong>\u56db\u3001\u672a\u6765\u5c55\u671b\uff1a\u53ef\u89c2\u6d4b\u6027\u4e0e\u6301\u7eed\u4ea4\u4ed8\u7684\u6df1\u5ea6\u878d\u5408<\/strong><\/h3>\n<p>\u968f\u7740AIOps\u3001eBPF\u7b49\u6280\u672f\u7684\u6210\u719f\uff0c\u53ef\u89c2\u6d4b\u6027\u6b63\u4ece\u201c\u4e8b\u540e\u5206\u6790\u201d\u8f6c\u5411\u201c\u9884\u6d4b\u4e0e\u81ea\u6108\u201d\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u80fd\u544a\u8b66\u6291\u5236<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u544a\u8b66\u95f4\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u907f\u514d\u5197\u4f59\u901a\u77e5\u5e72\u6270\u56e2\u961f\uff1b\n<\/li>\n<li><strong>\u65e0\u4eba\u503c\u5b88\u4ea4\u4ed8<\/strong>\uff1a\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\u7b97\u6cd5\uff0c\u8ba9\u7cfb\u7edf\u81ea\u52a8\u51b3\u7b56\u53d1\u5e03\u8282\u594f\u4e0e\u56de\u6eda\u7b56\u7565\uff1b\n<\/li>\n<li><strong>\u5b89\u5168\u5de6\u79fb<\/strong>\uff1a\u5728\u6d41\u6c34\u7ebf\u4e2d\u96c6\u6210\u5b89\u5168\u6307\u6807\uff08\u5982\u6f0f\u6d1e\u626b\u63cf\u7ed3\u679c\uff09\uff0c\u963b\u65ad\u9ad8\u98ce\u9669\u6784\u5efa\u7269\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u3002\n<\/li>\n<\/ul>\n<p>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5df2\u4e0d\u518d\u662f\u4e00\u4e2a\u53ef\u9009\u9644\u52a0\u9879\uff0c\u800c\u662f\u6301\u7eed\u4ea4\u4ed8\u6d41\u6c34\u7ebf\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u53ea\u6709\u5c06\u53ef\u89c2\u6d4b\u80fd\u529b\u6df1\u5ea6\u878d\u5165\u4ea4\u4ed8\u6d41\u7a0b\uff0c\u4f01\u4e1a\u624d\u80fd\u771f\u6b63\u5b9e\u73b0\u201c\u5feb\u901f\u8fed\u4ee3\u201d\u4e0e\u201c\u7a33\u5b9a\u8fd0\u884c\u201d\u7684\u53cc\u91cd\u76ee\u6807\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e0b\uff0c\u4f01\u4e1a\u8f6f\u4ef6\u4ea4\u4ed8\u7684\u9891\u7387\u548c\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u4e91\u539f\u751f\u6280\u672f\u901a\u8fc7\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u548c\u52a8\u6001\u7f16\u6392\u7b49\u7279\u6027\uff0c\u4e3a\u6301\u7eed\u4ea4\u4ed8\uff08Continuous Delivery\uff09\u63d0\u4f9b\u4e86\u654f\u6377\u7684\u6280\u672f\u5e95\u5ea7\u3002\u7136\u800c\uff0c\u968f\u7740\u7cfb\u7edf\u89c4\u6a21\u6269\u5927\u548c\u73af\u5883\u52a8\u6001\u6027\u589e\u5f3a\uff0c\u4f20\u7edf\u201c\u9ed1\u76d2\u5f0f\u201d\u8fd0\u7ef4\u7684\u5c40\u9650\u6027\u65e5\u76ca\u51f8\u663e\u2014\u2014\u56e2\u961f\u53ef\u80fd\u9891\u7e41\u906d\u9047\u53d1\u5e03\u5931\u8d25\u3001\u6027\u80fd\u74f6\u9888\u3001\u6545\u969c\u6eaf\u6e90\u56f0\u96be\u7b49\u95ee\u9898\u3002\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff08Cloud Native Observability\uff09\u7684\u5f15\u5165\uff0c\u6b63\u662f\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u77db\u76fe\uff1a\u5b83\u901a\u8fc7\u5b9e\u65f6\u6d1e\u5bdf\u7cfb\u7edf\u72b6\u6001\u4e0e\u884c\u4e3a\uff0c\u4e3a\u6301\u7eed\u4ea4\u4ed8\u6784\u5efa\u4e86\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u751f\u4ea7\u8fd0\u884c\u7684\u201c\u9ec4\u91d1\u94fe\u8def\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u6210\u4e3a\u6301\u7eed\u4ea4\u4ed8\u7684\u795e\u7ecf\u4e2d\u67a2\uff0c\u5e76\u63ed\u793a\u5176\u5728\u63d0\u5347\u4ea4\u4ed8\u6548\u7387\u3001\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002 \u4e00\u3001\u6301\u7eed\u4ea4\u4ed8\u7684\u6311\u6218\uff1a\u4e3a\u4ec0\u4e48\u9700\u8981\u53ef\u89c2\u6d4b\u6027\uff1f \u6301\u7eed\u4ea4\u4ed8\u7684\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u6d41\u6c34\u7ebf\uff0c\u5feb\u901f\u3001\u5b89\u5168\u5730\u5c06\u4ee3\u7801\u53d8\u66f4\u90e8\u7f72\u5230\u751f\u4ea7\u73af\u5883\u3002\u7136\u800c\uff0c\u4e91\u539f\u751f\u67b6\u6784\u7684\u5206\u5e03\u5f0f\u7279\u6027\uff08\u5982\u5fae\u670d\u52a1\u3001\u65e0\u670d\u52a1\u5668\u8ba1\u7b97\uff09\u5bfc\u81f4\u7cfb\u7edf\u590d\u6742\u5ea6\u9aa4\u589e\uff1a \u73af\u5883\u52a8\u6001\u6027\u9ad8\uff1a\u5bb9\u5668\u5b9e\u4f8b\u7684\u5f39\u6027\u6269\u7f29\u3001\u670d\u52a1\u4f9d\u8d56\u7684\u52a8\u6001\u53d8\u5316\uff0c\u4f7f\u5f97\u4f20\u7edf\u76d1\u63a7\u96be\u4ee5\u6355\u6349\u77ac\u65f6\u72b6\u6001\uff1b \u6545\u969c\u5b9a\u4f4d\u56f0\u96be\uff1a\u4e00\u4e2a\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u670d\u52a1\u4e0e\u57fa\u7840\u8bbe\u65bd\u7ec4\u4ef6\uff0c\u95ee\u9898\u6839\u56e0\u7684\u8ffd\u6eaf\u9700\u8981\u8de8\u5c42\u7ea7\u6570\u636e\u5173\u8054\uff1b \u4ea4\u4ed8\u98ce\u9669\u63a7\u5236\u4e0d\u8db3\uff1a\u7f3a\u4e4f\u5bf9\u90e8\u7f72\u8fc7\u7a0b\u7684\u5168\u94fe\u8def\u6d1e\u5bdf\uff0c\u5bfc\u81f4\u56de\u6eda\u51b3\u7b56\u6ede\u540e\uff0c\u751a\u81f3\u5f15\u53d1\u7ea7\u8054\u6545\u969c\u3002 \u6b64\u65f6\uff0c\u5355\u7eaf\u7684\u76d1\u63a7\uff08Monitoring\uff09\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u76d1\u63a7\u4ec5\u5173\u6ce8\u9884\u8bbe\u6307\u6807\u662f\u5426\u8fbe\u6807\uff0c\u800c\u53ef\u89c2\u6d4b\u6027\u66f4\u8fdb\u4e00\u6b65\u2014\u2014\u5b83\u901a\u8fc7\u65e5\u5fd7\uff08Logs\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u5927\u652f\u67f1\uff0c\u4e3b\u52a8\u6784\u5efa\u7cfb\u7edf\u7684\u201c\u767d\u76d2\u5316\u201d\u53ef\u89c1\u6027\uff0c\u4e3a\u5f00\u53d1\u3001\u8fd0\u7ef4\u548c\u4e1a\u52a1\u56e2\u961f\u63d0\u4f9b\u4e0a\u4e0b\u6587\u5173\u8054\u7684\u6d1e\u5bdf\u80fd\u529b\u3002 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