{"id":35563,"date":"2025-03-19T10:09:16","date_gmt":"2025-03-19T02:09:16","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35563"},"modified":"2025-03-19T10:09:16","modified_gmt":"2025-03-19T02:09:16","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e4%b8%ad%e7%9a%84%e7%9b%91%e6%8e%a7%e6%95%b0%e6%8d%ae%e5%a6%82%e4%bd%95%e5%8f%af%e8%a7%86%e5%8c%96%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35563.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\u7684\u76d1\u63a7\u6570\u636e\u5982\u4f55\u53ef\u89c6\u5316\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/UUj1U.jpg\" alt=\"\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\u7684\u76d1\u63a7\u6570\u636e\u5982\u4f55\u53ef\u89c6\u5316\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u4e3b\u5bfc\u6280\u672f\u6f14\u8fdb\u7684\u4eca\u5929\uff0c\u5fae\u670d\u52a1\u5df2\u6210\u4e3a\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u6838\u5fc3\u6a21\u5f0f\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u76d1\u63a7\u6570\u636e\u7684\u91c7\u96c6\u3001\u5206\u6790\u4e0e\u5448\u73b0\u53d8\u5f97\u6108\u53d1\u590d\u6742\u3002<strong>\u636eDynatrace 2023\u5e74\u62a5\u544a\u663e\u793a\uff0c\u8d85\u8fc770%\u7684\u8fd0\u7ef4\u56e2\u961f\u66fe\u56e0\u76d1\u63a7\u6570\u636e\u8fc7\u8f7d\u800c\u9519\u8fc7\u5173\u952e\u544a\u8b66<\/strong>\u3002\u5982\u4f55\u5728\u5e9e\u6742\u7684\u6307\u6807\u3001\u65e5\u5fd7\u548c\u94fe\u8def\u6570\u636e\u4e2d\u63d0\u70bc\u4ef7\u503c\uff1f\u6570\u636e\u53ef\u89c6\u5316\u4e0d\u4ec5\u662f\u6280\u672f\u95ee\u9898\uff0c\u66f4\u662f\u51b3\u5b9a\u7cfb\u7edf\u53ef\u9760\u6027\u7684\u6218\u7565\u80fd\u529b\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5fae\u670d\u52a1\u76d1\u63a7\u6570\u636e\u53ef\u89c6\u5316\u7684\u8bbe\u8ba1\u903b\u8f91\u3001\u5de5\u5177\u9009\u62e9\u4e0e\u6700\u4f73\u5b9e\u8df5\uff0c\u4e3a\u9ad8\u6548\u8fd0\u7ef4\u63d0\u4f9b\u53ef\u843d\u5730\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5fae\u670d\u52a1\u76d1\u63a7\u6570\u636e\u7684\u7279\u70b9\u4e0e\u53ef\u89c6\u5316\u6311\u6218\">\u4e00\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u6570\u636e\u7684\u7279\u70b9\u4e0e\u53ef\u89c6\u5316\u6311\u6218<\/h3>\n<p>\u5fae\u670d\u52a1\u67b6\u6784\u7684\u5206\u5e03\u5f0f\u7279\u6027\u51b3\u5b9a\u4e86\u5176\u76d1\u63a7\u6570\u636e\u7684\u4e09\u5927\u7279\u5f81\uff1a<strong>\u591a\u6837\u6027<\/strong>\u3001<strong>\u5b9e\u65f6\u6027<\/strong>\u548c<strong>\u5173\u8054\u6027<\/strong>\u3002<\/p>\n<ol>\n<li>\n<p><strong>\u591a\u6837\u6027<\/strong>\uff1a\u5fae\u670d\u52a1\u76d1\u63a7\u6570\u636e\u6db5\u76d6\u57fa\u7840\u8bbe\u65bd\u6307\u6807\uff08CPU\u3001\u5185\u5b58\uff09\u3001\u5e94\u7528\u6027\u80fd\uff08\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7387\uff09\u3001\u4e1a\u52a1\u65e5\u5fd7\uff08\u7528\u6237\u884c\u4e3a\uff09\u4ee5\u53ca\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff08Trace\uff09\u7b49\u591a\u7ef4\u5ea6\u4fe1\u606f\u3002\u4f8b\u5982\uff0c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u64c5\u957f\u91c7\u96c6\u65f6\u95f4\u5e8f\u5217\u6307\u6807\uff0c\u800cZipkin\u66f4\u4e13\u6ce8\u4e8e\u8de8<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u7684\u53ef\u89c6\u5316\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b9e\u65f6\u6027<\/strong>\uff1a\u5728\u5f39\u6027\u6269\u7f29\u5bb9\u573a\u666f\u4e0b\uff0c\u670d\u52a1\u7684\u72b6\u6001\u53ef\u80fd\u5728\u79d2\u7ea7\u53d8\u5316\u3002<strong>Grafana Labs\u7684\u8c03\u7814\u6307\u51fa\uff0c\u8d85\u8fc750%\u7684\u6545\u969c\u56e0\u54cd\u5e94\u5ef6\u8fdf\u8d85\u8fc75\u5206\u949f\u800c\u5347\u7ea7\u4e3a\u4e25\u91cd\u4e8b\u6545<\/strong>\u3002\u8fd9\u8981\u6c42\u53ef\u89c6\u5316\u5de5\u5177\u5fc5\u987b\u652f\u6301\u52a8\u6001\u5237\u65b0\u4e0e\u4f4e\u5ef6\u8fdf\u6e32\u67d3\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5173\u8054\u6027<\/strong>\uff1a\u5355\u4e00\u670d\u52a1\u7684\u5f02\u5e38\u53ef\u80fd\u5f15\u53d1\u4e0a\u4e0b\u6e38\u8fde\u9501\u53cd\u5e94\u3002\u4f8b\u5982\uff0c\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u53ef\u80fd\u5bfc\u81f4\u8ba4\u8bc1\u670d\u52a1\u8d85\u65f6\uff0c\u8fdb\u800c\u5f71\u54cd\u8ba2\u5355\u7cfb\u7edf\u3002\u4f20\u7edf\u7684\u5b64\u7acb\u56fe\u8868\u96be\u4ee5\u5448\u73b0\u8fd9\u79cd\u5173\u8054\uff0c\u9700\u501f\u52a9<strong>\u62d3\u6251\u56fe\uff08\u5982Jaeger UI\uff09<\/strong>\u6216<strong>\u56e0\u679c\u5173\u7cfb\u77e9\u9635<\/strong>\u8fdb\u884c\u53ef\u89c6\u5316\u6620\u5c04\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u53ef\u89c6\u5316\u8bbe\u8ba1\u7684\u6838\u5fc3\u539f\u5219\">\u4e8c\u3001\u53ef\u89c6\u5316\u8bbe\u8ba1\u7684\u6838\u5fc3\u539f\u5219<\/h3>\n<h4 id=\"1-\u5206\u5c42\u805a\u7126-\u4ece\u5168\u5c40\u5230\u7ec6\u8282\u7684\u6e10\u8fdb\u5f0f\u5448\u73b0\">1. <strong>\u5206\u5c42\u805a\u7126\uff1a\u4ece\u5168\u5c40\u5230\u7ec6\u8282\u7684\u6e10\u8fdb\u5f0f\u5448\u73b0<\/strong><\/h4>\n<ul>\n<li><strong>\u5168\u5c40\u4eea\u8868\u76d8<\/strong>\uff1a\u805a\u5408\u6838\u5fc3KPI\uff08\u5982\u8bf7\u6c42\u6210\u529f\u7387\u3001\u5e73\u5747\u5ef6\u8fdf\uff09\uff0c\u4f7f\u7528\u70ed\u529b\u56fe\u5c55\u793a\u670d\u52a1\u5065\u5eb7\u72b6\u6001\u5206\u5e03\u3002\n<\/li>\n<li><strong>\u670d\u52a1\u7ea7\u89c6\u56fe<\/strong>\uff1a\u901a\u8fc7\u6298\u7ebf\u56fe\u5bf9\u6bd4\u5386\u53f2\u6570\u636e\u4e0e\u5b9e\u65f6\u8d8b\u52bf\uff0c\u7ed3\u5408<strong>\u9608\u503c\u544a\u8b66\u7ebf<\/strong>\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u3002\n<\/li>\n<li><strong>\u5b9e\u4f8b\u7a7f\u900f<\/strong>\uff1a\u70b9\u51fb\u5f02\u5e38\u8282\u70b9\u4e0b\u94bb\u5230\u5177\u4f53\u5b9e\u4f8b\u7684\u7ebf\u7a0b\u5806\u6808\u3001GC\u65e5\u5fd7\u7b49\u7ec6\u7c92\u5ea6\u6570\u636e\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u52a8\u6001\u4e0a\u4e0b\u6587\u5173\u8054\">2. <strong>\u52a8\u6001\u4e0a\u4e0b\u6587\u5173\u8054<\/strong><\/h4>\n<p><em>\u201c\u8131\u79bb\u4e0a\u4e0b\u6587\u7684\u6570\u636e\u53ea\u662f\u566a\u58f0\u201d<\/em>\u2014\u2014\u8fd9\u4e00\u7406\u5ff5\u5728\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\u5c24\u4e3a\u5173\u952e\u3002\u4f8b\u5982\uff0cKibana\u7684Lens\u529f\u80fd\u652f\u6301\u5c06\u9519\u8bef\u65e5\u5fd7\u4e0e\u540c\u671fCPU\u4f7f\u7528\u7387\u53e0\u52a0\u5206\u6790\uff0c\u63ed\u793a\u8d44\u6e90\u7ade\u4e89\u5bfc\u81f4\u7684\u5076\u53d1\u6545\u969c\u3002<\/p>\n<h4 id=\"3-\u81ea\u52a8\u5316\u667a\u80fd\u6807\u6ce8\">3. <strong>\u81ea\u52a8\u5316\u667a\u80fd\u6807\u6ce8<\/strong><\/h4>\n<p>\u5f15\u5165\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982Facebook\u7684Prophet\uff09\u9884\u6d4b\u6307\u6807\u8d8b\u52bf\uff0c\u81ea\u52a8\u6807\u6ce8\u504f\u79bb\u9884\u671f\u7684\u6ce2\u52a8\u70b9\u3002<strong>Datadog\u7684Anomaly Detection\u529f\u80fd\u6b63\u662f\u901a\u8fc7\u57fa\u7ebf\u6bd4\u5bf9\uff0c\u5c06\u8fd0\u7ef4\u4eba\u5458\u6392\u67e5\u65f6\u95f4\u7f29\u77ed40%<\/strong>\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u4e3b\u6d41\u53ef\u89c6\u5316\u5de5\u5177\u4e0e\u6280\u672f\u6808\u9009\u578b\">\u4e09\u3001\u4e3b\u6d41\u53ef\u89c6\u5316\u5de5\u5177\u4e0e\u6280\u672f\u6808\u9009\u578b<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u5de5\u5177<\/th>\n<th>\u6838\u5fc3\u4f18\u52bf<\/th>\n<th>\u9002\u7528\u573a\u666f<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>Grafana<\/strong><\/td>\n<td>\u63d2\u4ef6\u751f\u6001\u4e30\u5bcc\uff0c\u652f\u630150+\u6570\u636e\u6e90<\/td>\n<td>\u591a\u6e90\u6570\u636e\u7edf\u4e00\u89c6\u56fe<\/td>\n<\/tr>\n<tr>\n<td><strong>Kibana<\/strong><\/td>\n<td>\u5168\u6587\u68c0\u7d22\u4e0e\u65e5\u5fd7\u5206\u6790\u6df1\u5ea6\u6574\u5408<\/td>\n<td>ELK\u65e5\u5fd7\u76d1\u63a7\u573a\u666f<\/td>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> + Alertmanager<\/strong><\/td>\n<td>\u539f\u751fPromQL\u67e5\u8be2\u4e0e\u544a\u8b66\u96c6\u6210<\/td>\n<td>\u6307\u6807\u76d1\u63a7\u4e0e\u5b9e\u65f6\u544a\u8b66<\/td>\n<\/tr>\n<tr>\n<td><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong><\/td>\n<td>\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\u53ef\u89c6\u5316<\/td>\n<td>\u5fae<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u5206\u6790<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u5b9e\u8df5\u5efa\u8bae<\/strong>\uff1a<\/p>\n<ul>\n<li>\u4e2d\u5c0f\u56e2\u961f\u53ef\u4eceGrafana\u8d77\u6b65\uff0c\u9010\u6b65\u96c6\u6210Prometheus\u548cLoki\uff08\u65e5\u5fd7\u805a\u5408\uff09\uff1b\n<\/li>\n<li>\u590d\u6742\u73af\u5883\u5efa\u8bae\u91c7\u7528<strong>\u65f6\u5e8f\u6570\u636e\u5e93\uff08\u5982InfluxDB\uff09+ \u53ef\u89c6\u5316\u5c42<\/strong>\u7684\u5206\u79bb\u67b6\u6784\uff0c\u63d0\u5347\u6269\u5c55\u6027\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u6700\u4f73\u5b9e\u8df5-\u4ece\u6570\u636e\u5230\u6d1e\u5bdf\u7684\u95ed\u73af\">\u56db\u3001\u6700\u4f73\u5b9e\u8df5\uff1a\u4ece\u6570\u636e\u5230\u6d1e\u5bdf\u7684\u95ed\u73af<\/h3>\n<h4 id=\"\u6848\u4f8b1-\u7535\u5546\u5927\u4fc3\u671f\u95f4\u7684\u670d\u52a1\u964d\u7ea7\u51b3\u7b56\">\u6848\u4f8b1\uff1a\u7535\u5546\u5927\u4fc3\u671f\u95f4\u7684\u670d\u52a1\u964d\u7ea7\u51b3\u7b56<\/h4>\n<p>\u67d0\u5934\u90e8\u7535\u5546\u901a\u8fc7<strong>\u81ea\u5b9a\u4e49Grafana\u9762\u677f<\/strong>\uff0c\u5c06\u5e93\u5b58\u670d\u52a1\u3001\u652f\u4ed8\u7f51\u5173\u3001CDN\u5e26\u5bbd\u7b4920\u9879\u6307\u6807\u6574\u5408\u4e3a\u201c\u5927\u4fc3\u5065\u5eb7\u5ea6\u6307\u6570\u201d\u3002\u5f53\u6307\u6570\u4f4e\u4e8e\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u964d\u7ea7\u9884\u6848\uff0c2023\u5e74\u53cc\u5341\u4e00\u671f\u95f4\u6210\u529f\u907f\u514d3\u6b21\u533a\u57df\u6027\u6545\u969c\u3002<\/p>\n<h4 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