{"id":36413,"date":"2025-04-11T14:14:00","date_gmt":"2025-04-11T06:14:00","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36413"},"modified":"2025-04-11T14:14:00","modified_gmt":"2025-04-11T06:14:00","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%e5%ae%b9%e5%99%a8%e5%8c%96%e5%ba%94%e7%94%a8%e7%9a%84%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36413.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u652f\u6301\u5bb9\u5668\u5316\u5e94\u7528\u7684\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/o5b81.jpg\" alt=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u652f\u6301\u5bb9\u5668\u5316\u5e94\u7528\u7684\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u968f\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u52a0\u901f\uff0c\u5bb9\u5668\u5316\u6280\u672f\u548c\u4e91\u539f\u751f\u67b6\u6784\u5df2\u6210\u4e3a\u73b0\u4ee3\u5e94\u7528\u5f00\u53d1\u7684\u6838\u5fc3\u652f\u67f1\u3002\u6839\u636eCNCF\uff08\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff092023\u5e74\u7684\u62a5\u544a\uff0c<strong>\u5168\u740392%\u7684\u4f01\u4e1a\u5df2\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4f7f\u7528\u5bb9\u5668\u6280\u672f<\/strong>\uff0c\u800c\u5fae\u670d\u52a1\u3001Kubernetes\u7b49\u4e91\u539f\u751f\u7ec4\u4ef6\u7684\u666e\u53ca\u7387\u4e5f\u6301\u7eed\u6500\u5347\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u9ad8\u5ea6\u52a8\u6001\u3001\u5206\u5e03\u5f0f\u7684\u67b6\u6784\u6a21\u5f0f\uff0c\u4e5f\u8ba9\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u6349\u895f\u89c1\u8098\u2014\u2014\u5f53\u5e94\u7528\u88ab\u62c6\u5206\u4e3a\u6570\u767e\u4e2a\u5fae\u670d\u52a1\u5b9e\u4f8b\uff0c\u5e76\u5728\u96c6\u7fa4\u4e2d\u9891\u7e41\u4f38\u7f29\u65f6\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3001\u5206\u6790\u6545\u969c\u6839\u56e0\uff1f\u8fd9\u6b63\u662f<strong>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff08Cloud Native Observability\uff09<\/strong>\u7684\u4ef7\u503c\u6240\u5728\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5b83\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u5c40\u9650\uff0c\u4e3a\u5bb9\u5668\u5316\u5e94\u7528\u63d0\u4f9b\u5168\u751f\u547d\u5468\u671f\u7684\u6d1e\u5bdf\u80fd\u529b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5bb9\u5668\u5316\u76d1\u63a7\u7684\u6311\u6218-\u4ece-\u9ed1\u76d2-\u5230-\u767d\u76d2-\u7684\u8dc3\u8fc1\">\u4e00\u3001\u5bb9\u5668\u5316\u76d1\u63a7\u7684\u6311\u6218\uff1a\u4ece\u201c\u9ed1\u76d2\u201d\u5230\u201c\u767d\u76d2\u201d\u7684\u8dc3\u8fc1<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4e3b\u8981\u5173\u6ce8\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u7b49\u57fa\u7840\u8bbe\u65bd\u6307\u6807\uff0c\u4f46\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u8fd9\u79cd\u201c\u4ee5\u8d44\u6e90\u4e3a\u4e2d\u5fc3\u201d\u7684\u89c6\u89d2\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u5bb9\u5668\u5316\u5e94\u7528\u7684\u72ec\u7279\u7279\u6027\u5e26\u6765\u4e86\u4e09\u5927\u6838\u5fc3\u6311\u6218\uff1a<\/p>\n<ol>\n<li><strong>\u52a8\u6001\u6027\u4e0e\u77ac\u65f6\u6027<\/strong>\uff1a\u5bb9\u5668\u5b9e\u4f8b\u53ef\u80fd\u5728\u51e0\u79d2\u5185\u521b\u5efa\u6216\u9500\u6bc1\uff0c\u4f20\u7edf\u57fa\u4e8eIP\u7684\u76d1\u63a7\u65e0\u6cd5\u8ffd\u8e2a\u77ac\u65f6\u5bf9\u8c61\uff1b\n<\/li>\n<li><strong>\u591a\u5c42\u4f9d\u8d56\u590d\u6742\u6027<\/strong>\uff1a\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\uff0c\u6d89\u53caPod\u3001\u8282\u70b9\u3001\u5b58\u50a8\u5377\u7b49\u591a\u4e2a\u5c42\u7ea7\uff1b\n<\/li>\n<li><strong>\u6570\u636e\u7ef4\u5ea6\u7206\u70b8<\/strong>\uff1a\u65e5\u5fd7\uff08Logs\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u7c7b\u6570\u636e\u9700\u5173\u8054\u5206\u6790\uff0c\u5355\u4e00\u5de5\u5177\u96be\u4ee5\u8986\u76d6\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc\u5341\u4e00\u201d\u671f\u95f4\u56e0\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u5185\u5b58\u6cc4\u6f0f\u5bfc\u81f4\u9875\u9762\u5ef6\u8fdf\u98d9\u5347\u3002\u82e5\u4ec5\u9760\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff0c\u8fd0\u7ef4\u56e2\u961f\u53ef\u80fd\u9700\u8981\u6570\u5c0f\u65f6\u624d\u80fd\u5b9a\u4f4d\u5230\u5177\u4f53\u5bb9\u5668\uff1b\u800c\u501f\u52a9<strong>\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u94fe<\/strong>\uff0c\u5219\u53ef\u901a\u8fc7\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u5806\u6808\u3001\u8ffd\u8e2a\u4e2d\u7684\u8c03\u7528\u94fe\u5ef6\u8fdf\u4ee5\u53ca\u5bb9\u5668\u5185\u5b58\u6307\u6807\uff0c\u5728\u5206\u949f\u7ea7\u5185\u9501\u5b9a\u95ee\u9898Pod\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4e09\u5927\u652f\u67f1-logs-metrics-traces\">\u4e8c\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4e09\u5927\u652f\u67f1\uff1a<strong><em>Logs, Metrics, Traces<\/em><\/strong><\/h3>\n<p>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u6574\u5408\u591a\u7ef4\u5ea6\u6570\u636e\uff0c\u6784\u5efa\u8d77\u5bb9\u5668\u5316\u5e94\u7528\u7684\u201c\u5168\u666f\u89c6\u56fe\u201d\u3002\u5176\u6838\u5fc3\u80fd\u529b\u4f53\u73b0\u5728\u4e09\u4e2a\u5173\u952e\u9886\u57df\uff1a<\/p>\n<h4 id=\"1-\u65e5\u5fd7\u7ba1\u7406-\u4ece\u788e\u7247\u5230\u6d1e\u5bdf\">1. <strong>\u65e5\u5fd7\u7ba1\u7406\uff1a\u4ece\u788e\u7247\u5230\u6d1e\u5bdf<\/strong><\/h4>\n<p>\u5bb9\u5668\u5316\u73af\u5883\u6bcf\u5929\u4ea7\u751fTB\u7ea7\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u4f46\u5206\u6563\u5728\u591a\u4e2aPod\u548c\u8282\u70b9\u4e2d\u3002\u901a\u8fc7<strong><em>Fluentd<\/em><\/strong>\u3001<strong><em>Loki<\/em><\/strong>\u7b49\u5de5\u5177\u5b9e\u73b0\u65e5\u5fd7\u7684\u96c6\u4e2d\u91c7\u96c6\u4e0e\u7d22\u5f15\uff0c\u5e76\u7ed3\u5408Kubernetes\u6807\u7b7e\uff08Label\uff09\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u6765\u6e90\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u670d\u52a1\u7684\u9519\u8bef\u65e5\u5fd7\u6fc0\u589e\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u7b5b\u9009\u540c\u4e00Deployment\u4e0b\u7684\u6240\u6709\u5bb9\u5668\u65e5\u5fd7\uff0c\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002<\/p>\n<h4 id=\"2-\u6307\u6807\u76d1\u63a7-\u5b9e\u65f6\u611f\u77e5\u7cfb\u7edf\u72b6\u6001\">2. <strong>\u6307\u6807\u76d1\u63a7\uff1a\u5b9e\u65f6\u611f\u77e5\u7cfb\u7edf\u72b6\u6001<\/strong><\/h4>\n<p><strong><em><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a><\/em><\/strong>\u4f5c\u4e3a\u4e91\u539f\u751f\u76d1\u63a7\u7684\u4e8b\u5b9e\u6807\u51c6\uff0c\u901a\u8fc7\u62c9\u53d6\uff08Pull\uff09\u6a21\u5f0f\u6536\u96c6\u5bb9\u5668CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u7b49\u6307\u6807\uff0c\u5e76\u4e0e<strong><em>Grafana<\/em><\/strong>\u96c6\u6210\u5b9e\u73b0\u53ef\u89c6\u5316\u3002\u8fdb\u9636\u573a\u666f\u4e2d\uff0c<strong>\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u6bcf\u79d2\u4e8b\u52a1\u5904\u7406\u6570\uff09<\/strong>\u53ef\u901a\u8fc7\u66b4\u9732\u7aef\u70b9\uff08Endpoint\uff09\u88ab\u91c7\u96c6\uff0c\u5e2e\u52a9\u4e1a\u52a1\u56e2\u961f\u91cf\u5316\u6027\u80fd\u8868\u73b0\u3002<\/p>\n<h4 id=\"3-\u5206\u5e03\u5f0f\u8ffd\u8e2a-\u8fd8\u539f\u8bf7\u6c42\u5168\u94fe\u8def\">3. <strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff1a\u8fd8\u539f\u8bf7\u6c42\u5168\u94fe\u8def<\/strong><\/h4>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2aAPI\u8c03\u7528\u53ef\u80fd\u89e6\u53d1\u6570\u5341\u6b21\u670d\u52a1\u95f4\u901a\u4fe1\u3002\u901a\u8fc7<strong><em>Jaeger<\/em><\/strong>\u6216<strong><em><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a><\/em><\/strong>\u6ce8\u5165\u8ffd\u8e2aID\uff0c\u53ef\u5b8c\u6574\u8bb0\u5f55\u8bf7\u6c42\u5728\u6bcf\u4e2a\u670d\u52a1\u7684\u8017\u65f6\u3001\u72b6\u6001\u7801\u53ca\u9519\u8bef\u4fe1\u606f\u3002\u4f8b\u5982\uff0c\u67d0\u6b21\u652f\u4ed8\u8d85\u65f6\u53ef\u5feb\u901f\u5b9a\u4f4d\u5230\u662f\u8ba4\u8bc1\u670d\u52a1\u54cd\u5e94\u5ef6\u8fdf\uff0c\u8fd8\u662f\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u6240\u81f4\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5173\u952e\u6280\u672f-\u5982\u4f55\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u5806\u6808\">\u4e09\u3001\u5173\u952e\u6280\u672f\uff1a\u5982\u4f55\u6784\u5efa\u53ef\u89c2\u6d4b\u6027\u5806\u6808<\/h3>\n<p>\u5b9e\u73b0\u9ad8\u6548\u7684\u5bb9\u5668\u76d1\u63a7\uff0c\u9700\u7ed3\u5408\u5f00\u6e90\u5de5\u5177\u4e0e\u4e91\u670d\u52a1\u6784\u5efa\u9002\u914d\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u5178\u578b\u7684\u6280\u672f\u9009\u578b\u7ec4\u5408\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th><strong>\u5c42\u7ea7<\/strong><\/th>\n<th><strong>\u5de5\u5177\/\u6280\u672f<\/strong><\/th>\n<th><strong>\u6838\u5fc3\u80fd\u529b<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6<\/td>\n<td><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u3001Fluent Bit\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a><\/td>\n<td>\u591a\u6e90\u6570\u636e\u6293\u53d6\u4e0e\u6807\u51c6\u5316<\/td>\n<\/tr>\n<tr>\n<td>\u5b58\u50a8\u4e0e\u5206\u6790<\/td>\n<td>Elasticsearch\u3001Thanos\u3001Tempo<\/td>\n<td>\u6d77\u91cf\u6570\u636e\u5b58\u50a8\u4e0e\u8de8\u7ef4\u5ea6\u67e5\u8be2<\/td>\n<\/tr>\n<tr>\n<td>\u53ef\u89c6\u5316\u4e0e\u544a\u8b66<\/td>\n<td>Grafana\u3001Alertmanager<\/td>\n<td>\u81ea\u5b9a\u4e49\u4eea\u8868\u76d8\u4e0e\u667a\u80fd\u9608\u503c\u544a\u8b66<\/td>\n<\/tr>\n<tr>\n<td>\u5e73\u53f0\u96c6\u6210<\/td>\n<td>Kubernetes Operators\u3001Service Mesh<\/td>\n<td>\u81ea\u52a8\u6ce8\u5165\u63a2\u9488\u4e0e\u6d41\u91cf\u76d1\u63a7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u4ee5<strong><em>OpenTelemetry<\/em><\/strong>\u4e3a\u4f8b\uff0c\u8fd9\u4e00CNCF\u9879\u76ee\u7edf\u4e00\u4e86\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u7684\u6570\u636e\u683c\u5f0f\uff0c\u907f\u514d\u4e86\u5de5\u5177\u94fe\u788e\u7247\u5316\u3002\u5f00\u53d1\u56e2\u961f\u53ea\u9700\u5728\u4ee3\u7801\u4e2d\u5d4c\u5165SDK\uff0c\u5373\u53ef\u5c06\u6570\u636e\u5bfc\u51fa\u81f3\u517c\u5bb9\u7684\u540e\u7aef\u7cfb\u7edf\uff0c\u663e\u8457\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u6700\u4f73\u5b9e\u8df5-\u4ece\u5de5\u5177\u5230\u4ef7\u503c\u7684\u8f6c\u5316\u8def\u5f84\">\u56db\u3001\u6700\u4f73\u5b9e\u8df5\uff1a\u4ece\u5de5\u5177\u5230\u4ef7\u503c\u7684\u8f6c\u5316\u8def\u5f84<\/h3>\n<p>\u4ec5\u6709\u5de5\u5177\u5806\u780c\u5e76\u4e0d\u8db3\u4ee5\u91ca\u653e\u53ef\u89c2\u6d4b\u6027\u7684\u6f5c\u529b\uff0c\u9700\u7ed3\u5408\u4ee5\u4e0b\u7b56\u7565\u5b9e\u73b0\u6548\u80fd\u6700\u5927\u5316\uff1a<\/p>\n<ul>\n<li><strong>\u7edf\u4e00\u6570\u636e\u91c7\u96c6\u6807\u51c6<\/strong>\uff1a\u4e3a\u6240\u6709\u670d\u52a1\u5b9a\u4e49\u4e00\u81f4\u7684\u65e5\u5fd7\u683c\u5f0f\u3001\u6307\u6807\u547d\u540d\u89c4\u8303\uff08\u5982PromQL\u8bed\u6cd5\uff09\uff0c\u786e\u4fdd\u8de8\u56e2\u961f\u534f\u4f5c\u6548\u7387\uff1b\n<\/li>\n<li><strong>\u52a8\u6001\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5728\u8ffd\u8e2a\u4fe1\u606f\u4e2d\u5d4c\u5165Kubernetes\u5143\u6570\u636e\uff08\u5982Namespace\u3001Pod\u540d\u79f0\uff09\uff0c\u901a\u8fc7<strong><em>Grafana Tempo<\/em><\/strong>\u5b9e\u73b0\u4e00\u952e\u8df3\u8f6c\u81f3\u5173\u8054\u65e5\u5fd7\uff1b\n<\/li>\n<li><strong>\u667a\u80fd\u544a\u8b66\u964d\u566a<\/strong>\uff1a\u4f7f\u7528AIOps\u5de5\u5177\uff08\u5982<strong><em>Elastic Machine Learning<\/em><\/strong>\uff09\u8bc6\u522b\u6307\u6807\u5f02\u5e38\u6a21\u5f0f\uff0c\u51cf\u5c11\u8bef\u62a5\uff1b\n<\/li>\n<li><strong>\u6210\u672c\u4e0e\u6027\u80fd\u5e73\u8861<\/strong>\uff1a\u901a\u8fc7\u91c7\u6837\u7b56\u7565\uff08Sampling\uff09\u63a7\u5236\u6570\u636e\u4f20\u8f93\u91cf\uff0c\u4f8b\u5982\u4ec5\u5bf9\u9519\u8bef\u7387\u9ad8\u7684\u670d\u52a1\u5f00\u542f\u5168\u91cf\u8ffd\u8e2a\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u91d1\u878d\u4f01\u4e1a\u7684\u6848\u4f8b\u663e\u793a\uff0c\u901a\u8fc7\u4e0a\u8ff0\u65b9\u6cd5\uff0c\u5176\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece45\u5206\u949f\u7f29\u77ed\u81f38\u5206\u949f\uff0c\u4e14\u8fd0\u7ef4\u4eba\u529b\u6210\u672c\u964d\u4f4e60%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf-\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u4e3b\u52a8\u8fd0\u7ef4\">\u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1a\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u4e3b\u52a8\u8fd0\u7ef4<\/h3>\n<p>\u968f\u7740eBPF\u3001\u6301\u7eed\u5256\u6790\uff08Continuous Profiling\uff09\u7b49\u6280\u672f\u7684\u6210\u719f\uff0c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u6b63\u4ece\u201c\u4e8b\u540e\u5206\u6790\u201d\u8f6c\u5411\u201c\u4e8b\u524d\u9884\u6d4b\u201d\u3002\u4f8b\u5982\uff0c<strong><em>Parca<\/em><\/strong>\u53ef\u901a\u8fc7\u6301\u7eed\u91c7\u96c6CPU\u706b\u7130\u56fe\uff0c\u63d0\u524d\u53d1\u73b0\u4ee3\u7801\u70ed\u70b9\uff1b\u800c\u57fa\u4e8e\u670d\u52a1\u7f51\u683c\uff08\u5982Istio\uff09\u7684\u6d41\u91cf\u76d1\u63a7\uff0c\u5219\u80fd\u5b9e\u65f6\u611f\u77e5\u6f5c\u5728\u74f6\u9888\u3002\u5728AI\u7684\u52a0\u6301\u4e0b\uff0c\u672a\u6765\u7684\u76d1\u63a7\u7cfb\u7edf\u6216\u5c06\u81ea\u52a8\u63a8\u8350\u4f18\u5316\u7b56\u7565\uff0c\u5b9e\u73b0\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u201c\u81ea\u6108\u5f0f\u8fd0\u7ef4\u201d\u3002<\/p>\n<p>\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u6295\u8d44\u53ef\u89c2\u6d4b\u6027\u4e0d\u4ec5\u662f\u6280\u672f\u5347\u7ea7\uff0c\u66f4\u662f\u7ec4\u7ec7\u6587\u5316\u7684\u8f6c\u578b\u2014\u2014\u5b83\u8981\u6c42\u5f00\u53d1\u3001\u8fd0\u7ef4\u3001\u5b89\u5168\u56e2\u961f\u5171\u4eab\u540c\u4e00\u6570\u636e\u89c6\u89d2\uff0c\u8ba9\u6bcf\u4e00\u4e2a\u5bb9\u5668\u3001\u6bcf\u4e00\u6b21\u8c03\u7528\u90fd\u6210\u4e3a\u4e1a\u52a1\u6301\u7eed\u521b\u65b0\u7684\u57fa\u77f3\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u52a0\u901f\uff0c\u5bb9\u5668\u5316\u6280\u672f\u548c\u4e91\u539f\u751f\u67b6\u6784\u5df2\u6210\u4e3a\u73b0\u4ee3\u5e94\u7528\u5f00\u53d1\u7684\u6838\u5fc3\u652f\u67f1\u3002\u6839\u636eCNCF\uff08\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff092023\u5e74\u7684\u62a5\u544a\uff0c\u5168\u740392%\u7684\u4f01\u4e1a\u5df2\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4f7f\u7528\u5bb9\u5668\u6280\u672f\uff0c\u800c\u5fae\u670d\u52a1\u3001Kubernetes\u7b49\u4e91\u539f\u751f\u7ec4\u4ef6\u7684\u666e\u53ca\u7387\u4e5f\u6301\u7eed\u6500\u5347\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u9ad8\u5ea6\u52a8\u6001\u3001\u5206\u5e03\u5f0f\u7684\u67b6\u6784\u6a21\u5f0f\uff0c\u4e5f\u8ba9\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u6349\u895f\u89c1\u8098\u2014\u2014\u5f53\u5e94\u7528\u88ab\u62c6\u5206\u4e3a\u6570\u767e\u4e2a\u5fae\u670d\u52a1\u5b9e\u4f8b\uff0c\u5e76\u5728\u96c6\u7fa4\u4e2d\u9891\u7e41\u4f38\u7f29\u65f6\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3001\u5206\u6790\u6545\u969c\u6839\u56e0\uff1f\u8fd9\u6b63\u662f\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\uff08Cloud Native Observability\uff09\u7684\u4ef7\u503c\u6240\u5728\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5b83\u5982\u4f55\u7a81\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u5c40\u9650\uff0c\u4e3a\u5bb9\u5668\u5316\u5e94\u7528\u63d0\u4f9b\u5168\u751f\u547d\u5468\u671f\u7684\u6d1e\u5bdf\u80fd\u529b\u3002 \u4e00\u3001\u5bb9\u5668\u5316\u76d1\u63a7\u7684\u6311\u6218\uff1a\u4ece\u201c\u9ed1\u76d2\u201d\u5230\u201c\u767d\u76d2\u201d\u7684\u8dc3\u8fc1 \u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4e3b\u8981\u5173\u6ce8\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u7b49\u57fa\u7840\u8bbe\u65bd\u6307\u6807\uff0c\u4f46\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u8fd9\u79cd\u201c\u4ee5\u8d44\u6e90\u4e3a\u4e2d\u5fc3\u201d\u7684\u89c6\u89d2\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u5bb9\u5668\u5316\u5e94\u7528\u7684\u72ec\u7279\u7279\u6027\u5e26\u6765\u4e86\u4e09\u5927\u6838\u5fc3\u6311\u6218\uff1a \u52a8\u6001\u6027\u4e0e\u77ac\u65f6\u6027\uff1a\u5bb9\u5668\u5b9e\u4f8b\u53ef\u80fd\u5728\u51e0\u79d2\u5185\u521b\u5efa\u6216\u9500\u6bc1\uff0c\u4f20\u7edf\u57fa\u4e8eIP\u7684\u76d1\u63a7\u65e0\u6cd5\u8ffd\u8e2a\u77ac\u65f6\u5bf9\u8c61\uff1b \u591a\u5c42\u4f9d\u8d56\u590d\u6742\u6027\uff1a\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\uff0c\u6d89\u53caPod\u3001\u8282\u70b9\u3001\u5b58\u50a8\u5377\u7b49\u591a\u4e2a\u5c42\u7ea7\uff1b \u6570\u636e\u7ef4\u5ea6\u7206\u70b8\uff1a\u65e5\u5fd7\uff08Logs\uff09\u3001\u6307\u6807\uff08Metrics\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09\u4e09\u7c7b\u6570\u636e\u9700\u5173\u8054\u5206\u6790\uff0c\u5355\u4e00\u5de5\u5177\u96be\u4ee5\u8986\u76d6\u3002 \u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u53cc\u5341\u4e00\u201d\u671f\u95f4\u56e0\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u5185\u5b58\u6cc4\u6f0f\u5bfc\u81f4\u9875\u9762\u5ef6\u8fdf\u98d9\u5347\u3002\u82e5\u4ec5\u9760\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff0c\u8fd0\u7ef4\u56e2\u961f\u53ef\u80fd\u9700\u8981\u6570\u5c0f\u65f6\u624d\u80fd\u5b9a\u4f4d\u5230\u5177\u4f53\u5bb9\u5668\uff1b\u800c\u501f\u52a9\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u94fe\uff0c\u5219\u53ef\u901a\u8fc7\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u5806\u6808\u3001\u8ffd\u8e2a\u4e2d\u7684\u8c03\u7528\u94fe\u5ef6\u8fdf\u4ee5\u53ca\u5bb9\u5668\u5185\u5b58\u6307\u6807\uff0c\u5728\u5206\u949f\u7ea7\u5185\u9501\u5b9a\u95ee\u9898Pod\u3002 \u4e8c\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u4e09\u5927\u652f\u67f1\uff1aLogs, Metrics, Traces \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u6574\u5408\u591a\u7ef4\u5ea6\u6570\u636e\uff0c\u6784\u5efa\u8d77\u5bb9\u5668\u5316\u5e94\u7528\u7684\u201c\u5168\u666f\u89c6\u56fe\u201d\u3002\u5176\u6838\u5fc3\u80fd\u529b\u4f53\u73b0\u5728\u4e09\u4e2a\u5173\u952e\u9886\u57df\uff1a 1. \u65e5\u5fd7\u7ba1\u7406\uff1a\u4ece\u788e\u7247\u5230\u6d1e\u5bdf \u5bb9\u5668\u5316\u73af\u5883\u6bcf\u5929\u4ea7\u751fTB\u7ea7\u7684\u65e5\u5fd7\u6570\u636e\uff0c\u4f46\u5206\u6563\u5728\u591a\u4e2aPod\u548c\u8282\u70b9\u4e2d\u3002\u901a\u8fc7Fluentd\u3001Loki\u7b49\u5de5\u5177\u5b9e\u73b0\u65e5\u5fd7\u7684\u96c6\u4e2d\u91c7\u96c6\u4e0e\u7d22\u5f15\uff0c\u5e76\u7ed3\u5408Kubernetes\u6807\u7b7e\uff08Label\uff09\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u6765\u6e90\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u670d\u52a1\u7684\u9519\u8bef\u65e5\u5fd7\u6fc0\u589e\u65f6\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u7b5b\u9009\u540c\u4e00Deployment\u4e0b\u7684\u6240\u6709\u5bb9\u5668\u65e5\u5fd7\uff0c\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002 2. \u6307\u6807\u76d1\u63a7\uff1a\u5b9e\u65f6\u611f\u77e5\u7cfb\u7edf\u72b6\u6001 Prometheus\u4f5c\u4e3a\u4e91\u539f\u751f\u76d1\u63a7\u7684\u4e8b\u5b9e\u6807\u51c6\uff0c\u901a\u8fc7\u62c9\u53d6\uff08Pull\uff09\u6a21\u5f0f\u6536\u96c6\u5bb9\u5668CPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u7b49\u6307\u6807\uff0c\u5e76\u4e0eGrafana\u96c6\u6210\u5b9e\u73b0\u53ef\u89c6\u5316\u3002\u8fdb\u9636\u573a\u666f\u4e2d\uff0c\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982\u6bcf\u79d2\u4e8b\u52a1\u5904\u7406\u6570\uff09\u53ef\u901a\u8fc7\u66b4\u9732\u7aef\u70b9\uff08Endpoint\uff09\u88ab\u91c7\u96c6\uff0c\u5e2e\u52a9\u4e1a\u52a1\u56e2\u961f\u91cf\u5316\u6027\u80fd\u8868\u73b0\u3002 3. \u5206\u5e03\u5f0f\u8ffd\u8e2a\uff1a\u8fd8\u539f\u8bf7\u6c42\u5168\u94fe\u8def 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