{"id":35239,"date":"2025-03-19T09:28:11","date_gmt":"2025-03-19T01:28:11","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35239"},"modified":"2025-03-19T09:28:11","modified_gmt":"2025-03-19T01:28:11","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e8%b7%a8%e5%b9%b3%e5%8f%b0%e6%94%af%e6%8c%81%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35239.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5b9e\u73b0\u8de8\u5e73\u53f0\u652f\u6301\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/932f4H1vv.jpg\" alt=\"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5b9e\u73b0\u8de8\u5e73\u53f0\u652f\u6301\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u7075\u6d3b\u3001\u9ad8\u53ef\u7528\u7cfb\u7edf\u7684\u6838\u5fc3\u9009\u62e9\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u89c4\u6a21\u7684\u6269\u5927\u548c\u6280\u672f\u6808\u7684\u591a\u6837\u5316\uff0c<strong>\u5fae\u670d\u52a1\u76d1\u63a7<\/strong>\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5c24\u5176\u5f53\u7cfb\u7edf\u8de8\u8d8a\u516c\u6709\u4e91\u3001\u79c1\u6709\u4e91\u3001\u6df7\u5408\u4e91\u751a\u81f3\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u65f6\uff0c\u5982\u4f55\u5b9e\u73b0<strong>\u8de8\u5e73\u53f0\u652f\u6301<\/strong>\u7684\u76d1\u63a7\u4f53\u7cfb\uff0c\u6210\u4e3a\u8fd0\u7ef4\u56e2\u961f\u4e9f\u5f85\u89e3\u51b3\u7684\u96be\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u95ee\u9898\u7684\u6280\u672f\u8def\u5f84\u4e0e\u5b9e\u8df5\u7b56\u7565\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u53ef\u843d\u5730\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42\">\u4e00\u3001\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42<\/h3>\n<p>\u5fae\u670d\u52a1\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u89e3\u8026\u4e0e\u5f39\u6027\u6269\u5c55\uff0c\u4f46\u8fd9\u4e5f\u5e26\u6765\u4e86\u76d1\u63a7\u7684\u5929\u7136\u590d\u6742\u6027\u3002<strong>\u8de8\u5e73\u53f0\u652f\u6301<\/strong>\u7684\u672c\u8d28\uff0c\u662f\u8981\u6c42\u76d1\u63a7\u7cfb\u7edf\u80fd\u591f\u65e0\u7f1d\u9002\u914d\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u3001\u7f16\u7a0b\u8bed\u8a00\u3001\u4e2d\u95f4\u4ef6\u4ee5\u53ca\u57fa\u7840\u8bbe\u65bd\u73af\u5883\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u7535\u5546\u7cfb\u7edf\u53ef\u80fd\u540c\u65f6\u8fd0\u884c\u5728AWS EC2\uff08Linux\uff09\u3001Azure Kubernetes\uff08Windows\u5bb9\u5668\uff09\u548c\u672c\u5730IDC\u7684\u7269\u7406\u670d\u52a1\u5668\u4e0a\uff0c\u76d1\u63a7\u5de5\u5177\u9700\u5177\u5907\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n<ol>\n<li><strong>\u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u63a5\u53e3<\/strong>\uff1a\u652f\u6301Java\u3001Go\u3001Python\u7b49\u591a\u79cd\u8bed\u8a00\u5f00\u53d1\u7684\u5fae\u670d\u52a1\uff1b\n<\/li>\n<li><strong>\u5f02\u6784\u73af\u5883\u517c\u5bb9\u6027<\/strong>\uff1a\u8986\u76d6\u865a\u62df\u673a\u3001\u5bb9\u5668\u3001Serverless\u7b49\u4e0d\u540c\u8fd0\u884c\u65f6\uff1b\n<\/li>\n<li><strong>\u591a\u534f\u8bae\u9002\u914d\u80fd\u529b<\/strong>\uff1a\u517c\u5bb9<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u3001OpenTelemetry\u3001Zabbix\u7b49\u4e3b\u6d41\u76d1\u63a7\u534f\u8bae\uff1b\n<\/li>\n<li><strong>\u52a8\u6001\u62d3\u6251\u611f\u77e5<\/strong>\uff1a\u81ea\u52a8\u53d1\u73b0\u670d\u52a1\u5b9e\u4f8b\u5e76\u6784\u5efa\u8de8\u5e73\u53f0\u7684\u4f9d\u8d56\u5173\u7cfb\u56fe\u8c31\u3002\n<\/li>\n<\/ol>\n<p>\u636eGartner\u62a5\u544a\uff0c<strong>76%\u7684\u4f01\u4e1a\u56e0\u76d1\u63a7\u5de5\u5177\u788e\u7247\u5316\u5bfc\u81f4\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u589e\u52a030%\u4ee5\u4e0a<\/strong>\u3002\u56e0\u6b64\uff0c\u6784\u5efa\u8de8\u5e73\u53f0\u76d1\u63a7\u4f53\u7cfb\u4e0d\u4ec5\u662f\u6280\u672f\u9700\u6c42\uff0c\u66f4\u662f\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u4fdd\u969c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6838\u5fc3\u6280\u672f\u6808\">\u4e8c\u3001\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6838\u5fc3\u6280\u672f\u6808<\/h3>\n<h4 id=\"1-\u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6-opentelemetry\u7684\u5d1b\u8d77\">1. <strong>\u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6\uff1aOpenTelemetry\u7684\u5d1b\u8d77<\/strong><\/h4>\n<p>OpenTelemetry\uff08OTel\uff09\u4f5c\u4e3aCNCF\u5b75\u5316\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5df2\u6210\u4e3a\u5fae\u670d\u52a1\u76d1\u63a7\u9886\u57df\u7684<strong>\u4e8b\u5b9e\u6807\u51c6<\/strong>\u3002\u5176\u901a\u8fc7\u7edf\u4e00\u7684SDK\u548cAPI\uff0c\u652f\u6301\u8de8\u8bed\u8a00\uff08Java\u3001.NET\u3001Node.js\u7b49\uff09\u548c\u8de8\u5e73\u53f0\uff08Kubernetes\u3001AWS Lambda\u7b49\uff09\u7684\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09\u6570\u636e\u91c7\u96c6\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u516c\u53f8\u901a\u8fc7OTel Collector\u5c06\u6570\u636e\u805a\u5408\u540e\uff0c\u540c\u65f6\u8f93\u51fa\u5230<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\uff08\u7528\u4e8e\u5b9e\u65f6\u544a\u8b66\uff09\u548cElasticsearch\uff08\u7528\u4e8e\u5386\u53f2\u5206\u6790\uff09\uff0c\u51cf\u5c11\u4e86\u5de5\u5177\u94fe\u5197\u4f59\u3002<\/p>\n<h4 id=\"2-\u591a\u73af\u5883\u9002\u914d\u7684\u76d1\u63a7\u4ee3\u7406\u8bbe\u8ba1\">2. <strong>\u591a\u73af\u5883\u9002\u914d\u7684\u76d1\u63a7\u4ee3\u7406\u8bbe\u8ba1<\/strong><\/h4>\n<ul>\n<li><strong>Sidecar\u6a21\u5f0f<\/strong>\uff1a\u5728Kubernetes\u4e2d\uff0c\u901a\u8fc7DaemonSet\u90e8\u7f72\u76d1\u63a7\u4ee3\u7406\uff08\u5982Fluentd\u3001Filebeat\uff09\uff0c\u786e\u4fdd\u6bcf\u4e2a\u8282\u70b9\u72ec\u7acb\u8fd0\u884c\uff0c\u907f\u514d\u8d44\u6e90\u7ade\u4e89\uff1b\n<\/li>\n<li><strong>\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488<\/strong>\uff1a\u9488\u5bf9Serverless\u73af\u5883\uff08\u5982AWS Lambda\uff09\uff0c\u91c7\u7528\u57fa\u4e8e\u6269\u5c55\u5c42\u7684\u76d1\u63a7\u65b9\u6848\uff0c\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u5373\u53ef\u91c7\u96c6\u8fd0\u884c\u65f6\u6307\u6807\uff1b\n<\/li>\n<li><strong>\u6df7\u5408\u4e91\u6570\u636e\u540c\u6b65<\/strong>\uff1a\u5229\u7528Telegraf\u7684\u63d2\u4ef6\u673a\u5236\uff0c\u5c06\u516c\u6709\u4e91\u76d1\u63a7\u6570\u636e\uff08\u5982CloudWatch\uff09\u4e0e\u79c1\u6709\u4e91\u6570\u636e\u7edf\u4e00\u5b58\u50a8\u5230InfluxDB\uff0c\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u52a8\u6001\u6807\u7b7e\u4e0e\u4e0a\u4e0b\u6587\u4f20\u64ad\">3. <strong>\u52a8\u6001\u6807\u7b7e\u4e0e\u4e0a\u4e0b\u6587\u4f20\u64ad<\/strong><\/h4>\n<p>\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u5173\u952e\u5728\u4e8e<strong>\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\u3002\u901a\u8fc7\u6ce8\u5165Trace ID\u3001Service Name\u7b49\u6807\u7b7e\uff0c\u53ef\u5728\u4e0d\u540c\u5e73\u53f0\u7684\u670d\u52a1\u95f4\u5efa\u7acb\u8c03\u7528\u94fe\u3002\u4f8b\u5982\uff0c\u5f53\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u7ecf\u8fc7AWS ECS\uff08\u5bb9\u5668\u670d\u52a1\uff09\u3001\u963f\u91cc\u4e91\u51fd\u6570\u8ba1\u7b97\u548c\u672c\u5730\u6570\u636e\u5e93\u65f6\uff0cZipkin\u6216Jaeger\u80fd\u901a\u8fc7\u7edf\u4e00\u7684Trace ID\u8fd8\u539f\u5b8c\u6574\u8def\u5f84\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5ef6\u8fdf\u74f6\u9888\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5178\u578b\u5de5\u5177\u94fe\u9009\u578b\u4e0e\u5bf9\u6bd4\">\u4e09\u3001\u5178\u578b\u5de5\u5177\u94fe\u9009\u578b\u4e0e\u5bf9\u6bd4<\/h3>\n<table>\n<thead>\n<tr>\n<th><strong>\u5de5\u5177\u7c7b\u578b<\/strong><\/th>\n<th><strong>\u4ee3\u8868\u65b9\u6848<\/strong><\/th>\n<th><strong>\u8de8\u5e73\u53f0\u80fd\u529b<\/strong><\/th>\n<th><strong>\u9002\u7528\u573a\u666f<\/strong><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6307\u6807\u76d1\u63a7<\/td>\n<td>Prometheus+Thanos<\/td>\n<td>\u652f\u6301K8s\u3001VM\uff0c\u4f9d\u8d56Exporter\u6269\u5c55<\/td>\n<td>\u5927\u89c4\u6a21\u96c6\u7fa4\u5b9e\u65f6\u6307\u6807\u5206\u6790<\/td>\n<\/tr>\n<tr>\n<td>\u94fe\u8def\u8ffd\u8e2a<\/td>\n<td>Jaeger+OpenTelemetry<\/td>\n<td>\u5168\u8bed\u8a00\u652f\u6301\uff0c\u517c\u5bb9AWS X-Ray\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/td>\n<td>\u5206\u5e03\u5f0f\u7cfb\u7edf\u6027\u80fd\u8bca\u65ad<\/td>\n<\/tr>\n<tr>\n<td>\u65e5\u5fd7\u805a\u5408<\/td>\n<td>ELK Stack<\/td>\n<td>\u901a\u8fc7Beats\u9002\u914d\u591a\u5e73\u53f0\u65e5\u5fd7\u683c\u5f0f<\/td>\n<td>\u65e5\u5fd7\u68c0\u7d22\u4e0e\u5b89\u5168\u5ba1\u8ba1<\/td>\n<\/tr>\n<tr>\n<td>\u5168\u6808\u76d1\u63a7\u5e73\u53f0<\/td>\n<td>Datadog\u3001New Relic<\/td>\n<td>\u5546\u4e1a\u65b9\u6848\uff0c\u63d0\u4f9b\u9884\u96c6\u6210\u4e91\u670d\u52a1\u652f\u6301<\/td>\n<td>\u6df7\u5408\u4e91\u5feb\u901f\u843d\u5730<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><em>\u6ce8\uff1a\u5f00\u6e90\u65b9\u6848\u66f4\u9002\u5408\u5b9a\u5236\u5316\u9700\u6c42\uff0c\u800c\u5546\u4e1a\u65b9\u6848\u80fd\u964d\u4f4e\u591a\u5e73\u53f0\u96c6\u6210\u7684\u6280\u672f\u6210\u672c\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u56db-\u5b9e\u8df5\u6848\u4f8b-\u4ece\u788e\u7247\u5316\u5230\u7edf\u4e00\u76d1\u63a7\">\u56db\u3001\u5b9e\u8df5\u6848\u4f8b\uff1a\u4ece\u788e\u7247\u5316\u5230\u7edf\u4e00\u76d1\u63a7<\/h3>\n<p>\u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u66fe\u56e0\u5fae\u670d\u52a1\u5206\u6563\u5728AWS\u3001Google Cloud\u548c\u672c\u5730OpenStack\u96c6\u7fa4\uff0c\u5bfc\u81f4\u6545\u969c\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff08MTTR\uff09\u8d85\u8fc72\u5c0f\u65f6\u3002\u901a\u8fc7\u4ee5\u4e0b\u6539\u9020\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u5c42\u7edf\u4e00<\/strong>\uff1a\u4f7f\u7528OpenTelemetry Collector\u4f5c\u4e3a\u6570\u636e\u7ba1\u9053\uff0c\u6807\u51c6\u5316\u6240\u6709\u670d\u52a1\u7684\u6307\u6807\u548c\u65e5\u5fd7\u683c\u5f0f\uff1b\n<\/li>\n<li><strong>\u5e73\u53f0\u9002\u914d<\/strong>\uff1a\n<\/li>\n<\/ol>\n<ul>\n<li>\u5728AWS Lambda\u4e2d\u542f\u7528X-Ray\u8ddf\u8e2a\uff1b\n<\/li>\n<li>\u4e3aOpenStack\u865a\u62df\u673a\u90e8\u7f72Node Exporter\uff1b\n<\/li>\n<li>\u901a\u8fc7Kubernetes Operator\u81ea\u52a8\u6ce8\u5165Jaeger Agent\uff1b\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u53ef\u89c6\u5316\u6574\u5408<\/strong>\uff1a\u5c06Grafana\u4e0e\u4e0d\u540c\u6570\u636e\u6e90\uff08CloudWatch\u3001Prometheus\u3001Elasticsearch\uff09\u5bf9\u63a5\uff0c\u6784\u5efa\u5168\u5c40\u4eea\u8868\u76d8\u3002\n<\/li>\n<\/ol>\n<p>\u6539\u9020\u540e\uff0cMTTR\u7f29\u77ed\u81f315\u5206\u949f\uff0c\u8d44\u6e90\u5229\u7528\u7387\u63d0\u534740%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf\u4e0e\u6700\u4f73\u5b9e\u8df5\">\u4e94\u3001\u672a\u6765\u8d8b\u52bf\u4e0e\u6700\u4f73\u5b9e\u8df5<\/h3>\n<ol>\n<li><strong>\u4e91\u539f\u751f\u76d1\u63a7\u7684\u6df1\u5316<\/strong>\uff1aService Mesh\uff08\u5982Istio\uff09\u901a\u8fc7\u63a7\u5236\u9762\u7edf\u4e00\u91c7\u96c6\u6d41\u91cf\u6307\u6807\uff0c\u8fdb\u4e00\u6b65\u964d\u4f4e\u8de8\u5e73\u53f0\u590d\u6742\u5ea6\uff1b\n<\/li>\n<li><strong>AI\u9a71\u52a8\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u81ea\u52a8\u5173\u8054\u8de8\u5e73\u53f0\u544a\u8b66\u4e8b\u4ef6\uff0c\u51cf\u5c11\u4eba\u5de5\u6392\u67e5\u6210\u672c\uff1b\n<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u6269\u5c55<\/strong>\uff1a\u8f7b\u91cf\u7ea7\u4ee3\u7406\uff08\u5982eKuiper\uff09\u5c06\u5728\u7269\u8054\u7f51\u8fb9\u7f18\u8282\u70b9\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u76d1\u63a7\u3002\n<\/li>\n<\/ol>\n<p><strong>\u6700\u4f73\u5b9e\u8df5\u5efa\u8bae<\/strong>\uff1a<\/p>\n<ul>\n<li>\u91c7\u7528*\u201c\u6807\u51c6\u5316\u534f\u8bae+\u53ef\u6269\u5c55\u67b6\u6784\u201d*\u8bbe\u8ba1\uff0c\u4f18\u5148\u652f\u6301OpenTelemetry\uff1b\n<\/li>\n<li>\u4e3a\u6bcf\u4e2a\u5e73\u53f0\u5b9a\u4e49<em>\u7edf\u4e00\u7684\u6807\u7b7e\u89c4\u8303<\/em>\uff08\u5982env=prod, region=us-east\uff09\uff1b\n<\/li>\n<li>\u5b9a\u671f\u6267\u884c<em>\u8de8\u5e73\u53f0\u76d1\u63a7\u6f14\u7ec3<\/em>\uff0c\u9a8c\u8bc1\u6570\u636e\u5b8c\u6574\u6027\u4e0e\u544a\u8b66\u65f6\u6548\u6027\u3002\n<\/li>\n<\/ul>\n<p>\uff08\u5168\u6587\u5b8c\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u7075\u6d3b\u3001\u9ad8\u53ef\u7528\u7cfb\u7edf\u7684\u6838\u5fc3\u9009\u62e9\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u89c4\u6a21\u7684\u6269\u5927\u548c\u6280\u672f\u6808\u7684\u591a\u6837\u5316\uff0c\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u590d\u6742\u6027\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002\u5c24\u5176\u5f53\u7cfb\u7edf\u8de8\u8d8a\u516c\u6709\u4e91\u3001\u79c1\u6709\u4e91\u3001\u6df7\u5408\u4e91\u751a\u81f3\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u65f6\uff0c\u5982\u4f55\u5b9e\u73b0\u8de8\u5e73\u53f0\u652f\u6301\u7684\u76d1\u63a7\u4f53\u7cfb\uff0c\u6210\u4e3a\u8fd0\u7ef4\u56e2\u961f\u4e9f\u5f85\u89e3\u51b3\u7684\u96be\u9898\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u95ee\u9898\u7684\u6280\u672f\u8def\u5f84\u4e0e\u5b9e\u8df5\u7b56\u7565\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u53ef\u843d\u5730\u7684\u89e3\u51b3\u65b9\u6848\u3002 \u4e00\u3001\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42 \u5fae\u670d\u52a1\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u89e3\u8026\u4e0e\u5f39\u6027\u6269\u5c55\uff0c\u4f46\u8fd9\u4e5f\u5e26\u6765\u4e86\u76d1\u63a7\u7684\u5929\u7136\u590d\u6742\u6027\u3002\u8de8\u5e73\u53f0\u652f\u6301\u7684\u672c\u8d28\uff0c\u662f\u8981\u6c42\u76d1\u63a7\u7cfb\u7edf\u80fd\u591f\u65e0\u7f1d\u9002\u914d\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u3001\u7f16\u7a0b\u8bed\u8a00\u3001\u4e2d\u95f4\u4ef6\u4ee5\u53ca\u57fa\u7840\u8bbe\u65bd\u73af\u5883\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u7535\u5546\u7cfb\u7edf\u53ef\u80fd\u540c\u65f6\u8fd0\u884c\u5728AWS EC2\uff08Linux\uff09\u3001Azure Kubernetes\uff08Windows\u5bb9\u5668\uff09\u548c\u672c\u5730IDC\u7684\u7269\u7406\u670d\u52a1\u5668\u4e0a\uff0c\u76d1\u63a7\u5de5\u5177\u9700\u5177\u5907\u4ee5\u4e0b\u80fd\u529b\uff1a \u7edf\u4e00\u7684\u6570\u636e\u91c7\u96c6\u63a5\u53e3\uff1a\u652f\u6301Java\u3001Go\u3001Python\u7b49\u591a\u79cd\u8bed\u8a00\u5f00\u53d1\u7684\u5fae\u670d\u52a1\uff1b \u5f02\u6784\u73af\u5883\u517c\u5bb9\u6027\uff1a\u8986\u76d6\u865a\u62df\u673a\u3001\u5bb9\u5668\u3001Serverless\u7b49\u4e0d\u540c\u8fd0\u884c\u65f6\uff1b \u591a\u534f\u8bae\u9002\u914d\u80fd\u529b\uff1a\u517c\u5bb9Prometheus\u3001OpenTelemetry\u3001Zabbix\u7b49\u4e3b\u6d41\u76d1\u63a7\u534f\u8bae\uff1b \u52a8\u6001\u62d3\u6251\u611f\u77e5\uff1a\u81ea\u52a8\u53d1\u73b0\u670d\u52a1\u5b9e\u4f8b\u5e76\u6784\u5efa\u8de8\u5e73\u53f0\u7684\u4f9d\u8d56\u5173\u7cfb\u56fe\u8c31\u3002 \u636eGartner\u62a5\u544a\uff0c76%\u7684\u4f01\u4e1a\u56e0\u76d1\u63a7\u5de5\u5177\u788e\u7247\u5316\u5bfc\u81f4\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u589e\u52a030%\u4ee5\u4e0a\u3002\u56e0\u6b64\uff0c\u6784\u5efa\u8de8\u5e73\u53f0\u76d1\u63a7\u4f53\u7cfb\u4e0d\u4ec5\u662f\u6280\u672f\u9700\u6c42\uff0c\u66f4\u662f\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u4fdd\u969c\u3002 \u4e8c\u3001\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u6838\u5fc3\u6280\u672f\u6808 1. \u6807\u51c6\u5316\u6570\u636e\u91c7\u96c6\uff1aOpenTelemetry\u7684\u5d1b\u8d77 OpenTelemetry\uff08OTel\uff09\u4f5c\u4e3aCNCF\u5b75\u5316\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u5df2\u6210\u4e3a\u5fae\u670d\u52a1\u76d1\u63a7\u9886\u57df\u7684\u4e8b\u5b9e\u6807\u51c6\u3002\u5176\u901a\u8fc7\u7edf\u4e00\u7684SDK\u548cAPI\uff0c\u652f\u6301\u8de8\u8bed\u8a00\uff08Java\u3001.NET\u3001Node.js\u7b49\uff09\u548c\u8de8\u5e73\u53f0\uff08Kubernetes\u3001AWS Lambda\u7b49\uff09\u7684\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09\u6570\u636e\u91c7\u96c6\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u516c\u53f8\u901a\u8fc7OTel Collector\u5c06\u6570\u636e\u805a\u5408\u540e\uff0c\u540c\u65f6\u8f93\u51fa\u5230Prometheus\uff08\u7528\u4e8e\u5b9e\u65f6\u544a\u8b66\uff09\u548cElasticsearch\uff08\u7528\u4e8e\u5386\u53f2\u5206\u6790\uff09\uff0c\u51cf\u5c11\u4e86\u5de5\u5177\u94fe\u5197\u4f59\u3002 2. \u591a\u73af\u5883\u9002\u914d\u7684\u76d1\u63a7\u4ee3\u7406\u8bbe\u8ba1 Sidecar\u6a21\u5f0f\uff1a\u5728Kubernetes\u4e2d\uff0c\u901a\u8fc7DaemonSet\u90e8\u7f72\u76d1\u63a7\u4ee3\u7406\uff08\u5982Fluentd\u3001Filebeat\uff09\uff0c\u786e\u4fdd\u6bcf\u4e2a\u8282\u70b9\u72ec\u7acb\u8fd0\u884c\uff0c\u907f\u514d\u8d44\u6e90\u7ade\u4e89\uff1b \u65e0\u4fb5\u5165\u5f0f\u63a2\u9488\uff1a\u9488\u5bf9Serverless\u73af\u5883\uff08\u5982AWS Lambda\uff09\uff0c\u91c7\u7528\u57fa\u4e8e\u6269\u5c55\u5c42\u7684\u76d1\u63a7\u65b9\u6848\uff0c\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u5373\u53ef\u91c7\u96c6\u8fd0\u884c\u65f6\u6307\u6807\uff1b \u6df7\u5408\u4e91\u6570\u636e\u540c\u6b65\uff1a\u5229\u7528Telegraf\u7684\u63d2\u4ef6\u673a\u5236\uff0c\u5c06\u516c\u6709\u4e91\u76d1\u63a7\u6570\u636e\uff08\u5982CloudWatch\uff09\u4e0e\u79c1\u6709\u4e91\u6570\u636e\u7edf\u4e00\u5b58\u50a8\u5230InfluxDB\uff0c\u6253\u7834\u6570\u636e\u5b64\u5c9b\u3002 3. \u52a8\u6001\u6807\u7b7e\u4e0e\u4e0a\u4e0b\u6587\u4f20\u64ad \u8de8\u5e73\u53f0\u76d1\u63a7\u7684\u5173\u952e\u5728\u4e8e\u4e0a\u4e0b\u6587\u5173\u8054\u3002\u901a\u8fc7\u6ce8\u5165Trace ID\u3001Service Name\u7b49\u6807\u7b7e\uff0c\u53ef\u5728\u4e0d\u540c\u5e73\u53f0\u7684\u670d\u52a1\u95f4\u5efa\u7acb\u8c03\u7528\u94fe\u3002\u4f8b\u5982\uff0c\u5f53\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u7ecf\u8fc7AWS ECS\uff08\u5bb9\u5668\u670d\u52a1\uff09\u3001\u963f\u91cc\u4e91\u51fd\u6570\u8ba1\u7b97\u548c\u672c\u5730\u6570\u636e\u5e93\u65f6\uff0cZipkin\u6216Jaeger\u80fd\u901a\u8fc7\u7edf\u4e00\u7684Trace ID\u8fd8\u539f\u5b8c\u6574\u8def\u5f84\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u5ef6\u8fdf\u74f6\u9888\u3002 \u4e09\u3001\u5178\u578b\u5de5\u5177\u94fe\u9009\u578b\u4e0e\u5bf9\u6bd4 \u5de5\u5177\u7c7b\u578b \u4ee3\u8868\u65b9\u6848 \u8de8\u5e73\u53f0\u80fd\u529b \u9002\u7528\u573a\u666f \u6307\u6807\u76d1\u63a7 Prometheus+Thanos \u652f\u6301K8s\u3001VM\uff0c\u4f9d\u8d56Exporter\u6269\u5c55 \u5927\u89c4\u6a21\u96c6\u7fa4\u5b9e\u65f6\u6307\u6807\u5206\u6790 \u94fe\u8def\u8ffd\u8e2a Jaeger+OpenTelemetry \u5168\u8bed\u8a00\u652f\u6301\uff0c\u517c\u5bb9AWS X-Ray\u3001SkyWalking \u5206\u5e03\u5f0f\u7cfb\u7edf\u6027\u80fd\u8bca\u65ad \u65e5\u5fd7\u805a\u5408 ELK Stack \u901a\u8fc7Beats\u9002\u914d\u591a\u5e73\u53f0\u65e5\u5fd7\u683c\u5f0f \u65e5\u5fd7\u68c0\u7d22\u4e0e\u5b89\u5168\u5ba1\u8ba1 \u5168\u6808\u76d1\u63a7\u5e73\u53f0 Datadog\u3001New Relic \u5546\u4e1a\u65b9\u6848\uff0c\u63d0\u4f9b\u9884\u96c6\u6210\u4e91\u670d\u52a1\u652f\u6301 \u6df7\u5408\u4e91\u5feb\u901f\u843d\u5730 \u6ce8\uff1a\u5f00\u6e90\u65b9\u6848\u66f4\u9002\u5408\u5b9a\u5236\u5316\u9700\u6c42\uff0c\u800c\u5546\u4e1a\u65b9\u6848\u80fd\u964d\u4f4e\u591a\u5e73\u53f0\u96c6\u6210\u7684\u6280\u672f\u6210\u672c\u3002 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":35240,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35239","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35239","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=35239"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35239\/revisions"}],"predecessor-version":[{"id":35241,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35239\/revisions\/35241"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35240"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35239"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35239"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35239"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}