{"id":36734,"date":"2025-04-11T14:54:15","date_gmt":"2025-04-11T06:54:15","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36734"},"modified":"2025-04-11T14:54:15","modified_gmt":"2025-04-11T06:54:15","slug":"%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8opentelemetry%e8%bf%9b%e8%a1%8c%e5%ae%b9%e9%87%8f%e4%bc%98%e5%8c%96%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36734.html","title":{"rendered":"\u5982\u4f55\u4f7f\u7528OpenTelemetry\u8fdb\u884c\u5bb9\u91cf\u4f18\u5316\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/0mH3a0V83.jpg\" alt=\"\u5982\u4f55\u4f7f\u7528OpenTelemetry\u8fdb\u884c\u5bb9\u91cf\u4f18\u5316\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u4e91\u539f\u751f\u4e0e\u5fae\u670d\u52a1\u67b6\u6784\u76db\u884c\u7684\u4eca\u5929\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u4e0e\u8d44\u6e90\u6d88\u8017\u7684\u4e0d\u53ef\u9884\u6d4b\u6027\u5df2\u6210\u4e3a\u4f01\u4e1a\u9762\u4e34\u7684\u5171\u540c\u6311\u6218\u3002\u4e00\u6b21\u7a81\u53d1\u7684\u6d41\u91cf\u9ad8\u5cf0\u53ef\u80fd\u5bfc\u81f4\u670d\u52a1\u5668\u8fc7\u8f7d\uff0c\u800c\u957f\u671f\u4f4e\u6548\u7684\u8d44\u6e90\u5206\u914d\u5219\u4f1a\u63a8\u9ad8\u8fd0\u7ef4\u6210\u672c\u3002\u5982\u4f55\u5728\u52a8\u6001\u53d8\u5316\u7684\u73af\u5883\u4e2d\u5b9e\u73b0<strong>\u5bb9\u91cf\u4f18\u5316<\/strong>\uff0c\u786e\u4fdd\u8d44\u6e90\u201c\u7528\u5728\u8be5\u7528\u7684\u5730\u65b9\u201d\uff1f\u7b54\u6848\u53ef\u80fd\u85cf\u5728<strong>\u53ef\u89c2\u6d4b\u6027<\/strong>\u5de5\u5177\u4e2d\u3002\u4f5c\u4e3a\u4e91\u539f\u751f\u9886\u57df\u7684\u4e8b\u5b9e\u6807\u51c6\uff0c<strong>OpenTelemetry<\/strong>\u4e0d\u4ec5\u80fd\u591f\u5e2e\u52a9\u5f00\u53d1\u8005\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd\uff0c\u66f4\u80fd\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u7684\u6df1\u5ea6\u5173\u8054\uff0c\u6210\u4e3a\u5bb9\u91cf\u4f18\u5316\u7684\u201c\u5bfc\u822a\u4eea\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u6790\u5982\u4f55\u5229\u7528OpenTelemetry\u7684\u89c2\u6d4b\u80fd\u529b\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u8d44\u6e90\u6d6a\u8d39\u70b9\u3001\u9884\u6d4b\u5bb9\u91cf\u9700\u6c42\uff0c\u6700\u7ec8\u5b9e\u73b0\u6210\u672c\u4e0e\u6027\u80fd\u7684\u53cc\u8d62\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-opentelemetry\u4e0e\u5bb9\u91cf\u4f18\u5316\u7684\u6838\u5fc3\u903b\u8f91\"><strong>\u4e00\u3001OpenTelemetry\u4e0e\u5bb9\u91cf\u4f18\u5316\u7684\u6838\u5fc3\u903b\u8f91<\/strong><\/h3>\n<p>\u5bb9\u91cf\u4f18\u5316\u7684\u672c\u8d28\u662f<strong>\u8d44\u6e90\u5229\u7528\u7387\u7684\u6700\u5927\u5316<\/strong>\uff0c\u800c\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u524d\u63d0\u662f\u5bf9\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u7684\u5168\u65b9\u4f4d\u611f\u77e5\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u6307\u6807\uff08\u5982CPU\u3001\u5185\u5b58\uff09\uff0c\u800c<strong>OpenTelemetry<\/strong>\u901a\u8fc7\u6574\u5408<strong>Traces\uff08\u94fe\u8def\u8ffd\u8e2a\uff09\u3001Metrics\uff08\u6307\u6807\uff09\u3001Logs\uff08\u65e5\u5fd7\uff09<\/strong>\u4e09\u5927\u6570\u636e\u6e90\uff0c\u63d0\u4f9b\u4e86\u66f4\u7acb\u4f53\u7684\u89c2\u6d4b\u89c6\u89d2\u3002<\/p>\n<p>\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u54cd\u5e94\u5ef6\u8fdf\u5347\u9ad8\uff0c\u53ef\u80fd\u662f\u7531\u4e8e\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\uff0c\u4e5f\u53ef\u80fd\u662f\u4e0b\u6e38API\u7684\u9650\u6d41\u7b56\u7565\u89e6\u53d1\u3002\u4ec5\u9760CPU\u4f7f\u7528\u7387\u65e0\u6cd5\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\uff0c\u4f46\u901a\u8fc7<strong>\u5173\u8054\u5206\u6790Trace\u4e2d\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u4e0eMetric\u4e2d\u7684\u8d44\u6e90\u6d88\u8017\u6570\u636e<\/strong>\uff0c\u53ef\u4ee5\u5feb\u901f\u8bc6\u522b\u74f6\u9888\u6240\u5728\u3002\u8fd9\u79cd\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u201d\u80fd\u529b\uff0c\u6b63\u662fOpenTelemetry\u5728\u5bb9\u91cf\u4f18\u5316\u4e2d\u7684\u72ec\u7279\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u56db\u6b65\u6784\u5efa\u57fa\u4e8eopentelemetry\u7684\u5bb9\u91cf\u4f18\u5316\u4f53\u7cfb\"><strong>\u4e8c\u3001\u56db\u6b65\u6784\u5efa\u57fa\u4e8eOpenTelemetry\u7684\u5bb9\u91cf\u4f18\u5316\u4f53\u7cfb<\/strong><\/h3>\n<h4 id=\"1-\u7cbe\u51c6\u91c7\u96c6\u8d44\u6e90\u6d88\u8017\u6570\u636e\"><strong>1. \u7cbe\u51c6\u91c7\u96c6\u8d44\u6e90\u6d88\u8017\u6570\u636e<\/strong><\/h4>\n<p>OpenTelemetry\u7684\u81ea\u52a8\u57cb\u70b9\u80fd\u529b\u5927\u5e45\u964d\u4f4e\u4e86\u6570\u636e\u91c7\u96c6\u95e8\u69db\u3002\u901a\u8fc7\u4ee5\u4e0b\u914d\u7f6e\uff0c\u53ef\u5feb\u901f\u83b7\u53d6\u5173\u952e\u8d44\u6e90\u6307\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>\uff1a\u901a\u8fc7<code>OTel Collector<\/code>\u6536\u96c6\u4e3b\u673aCPU\u3001\u5185\u5b58\u3001\u78c1\u76d8I\/O\u7b49\u57fa\u7840\u6307\u6807\u3002\n<\/li>\n<li><strong>\u5e94\u7528\u5c42<\/strong>\uff1a\u96c6\u6210SDK\u81ea\u52a8\u8bb0\u5f55JVM\u5806\u5185\u5b58\u3001\u7ebf\u7a0b\u6c60\u72b6\u6001\u3001HTTP\u8bf7\u6c42\u8017\u65f6\u7b49\u5e94\u7528\u7ea7\u6307\u6807\u3002\n<\/li>\n<li><strong>\u670d\u52a1\u4f9d\u8d56\u5c42<\/strong>\uff1a\u5229\u7528<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff08Tracing\uff09\u8ffd\u8e2a\u8de8\u670d\u52a1\u8c03\u7528\u7684\u8d44\u6e90\u6d88\u8017\uff0c\u4f8b\u5982\u6570\u636e\u5e93\u67e5\u8be2\u8017\u65f6\u3001\u6d88\u606f\u961f\u5217\u5806\u79ef\u91cf\u3002\n<\/li>\n<\/ul>\n<p><strong>\u5173\u952e\u5b9e\u8df5<\/strong>\uff1a\u4f7f\u7528<code>Prometheus<\/code>\u4f5c\u4e3a\u540e\u7aef\u5b58\u50a8\u65f6\uff0c\u53ef\u901a\u8fc7<code>OTel Collector<\/code>\u7684Prometheus Exporter\u5b9e\u73b0\u6307\u6807\u6807\u51c6\u5316\uff0c\u907f\u514d\u6570\u636e\u5b64\u5c9b\u3002<\/p>\n<h4 id=\"2-\u5efa\u7acb\u5bb9\u91cf\u57fa\u7ebf\u6a21\u578b\"><strong>2. \u5efa\u7acb\u5bb9\u91cf\u57fa\u7ebf\u6a21\u578b<\/strong><\/h4>\n<p>\u5bb9\u91cf\u4f18\u5316\u7684\u6838\u5fc3\u662f\u201c\u6709\u636e\u53ef\u4f9d\u201d\u3002\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u6784\u5efa<strong>\u52a8\u6001\u57fa\u7ebf<\/strong>\uff0c\u53ef\u8bc6\u522b\u5f02\u5e38\u6ce2\u52a8\uff1a<\/p>\n<ul>\n<li><strong>\u7edf\u8ba1\u5468\u671f\u6027\u89c4\u5f8b<\/strong>\uff1a\u4f8b\u5982\u7535\u5546\u7cfb\u7edf\u7684\u6d41\u91cf\u901a\u5e38\u5728\u4e0a\u534810\u70b9\u81f3\u4e0b\u53484\u70b9\u8fbe\u5230\u5cf0\u503c\u3002\n<\/li>\n<li><strong>\u5173\u8054\u4e1a\u52a1\u6307\u6807<\/strong>\uff1a\u5c06\u8d44\u6e90\u6d88\u8017\u4e0e\u8ba2\u5355\u91cf\u3001\u6d3b\u8dc3\u7528\u6237\u6570\u7b49\u4e1a\u52a1\u6307\u6807\u6302\u94a9\uff0c\u9884\u6d4b\u8d44\u6e90\u9700\u6c42\u3002\n<\/li>\n<\/ul>\n<p><strong>\u6848\u4f8b<\/strong>\uff1a\u67d0\u793e\u4ea4\u5e73\u53f0\u901a\u8fc7\u5206\u6790<strong>Trace\u4e2d\u7684\u7528\u6237\u8bf7\u6c42\u8def\u5f84<\/strong>\uff0c\u53d1\u73b0\u56fe\u7247\u4e0a\u4f20\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u4e0e\u5e76\u53d1\u7528\u6237\u6570\u5448\u975e\u7ebf\u6027\u589e\u957f\uff0c\u8fdb\u800c\u4f18\u5316\u4e86\u56fe\u7247\u538b\u7f29\u7b97\u6cd5\uff0c\u8282\u770130%\u7684\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n<h4 id=\"3-\u52a8\u6001\u6269\u7f29\u5bb9\u7b56\u7565\u8bbe\u8ba1\"><strong>3. \u52a8\u6001\u6269\u7f29\u5bb9\u7b56\u7565\u8bbe\u8ba1<\/strong><\/h4>\n<p>\u501f\u52a9OpenTelemetry\u7684\u5b9e\u65f6\u6570\u636e\u6d41\uff0c\u53ef\u89e6\u53d1\u81ea\u52a8\u5316\u6269\u7f29\u5bb9\uff1a<\/p>\n<ul>\n<li><strong>\u6c34\u5e73\u6269\u5c55<\/strong>\uff1a\u5f53\u67d0\u4e2a\u670d\u52a1\u7684P99\u5ef6\u8fdf\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u589e\u52a0Pod\u526f\u672c\u6570\u3002\n<\/li>\n<li><strong>\u5782\u76f4\u4f18\u5316<\/strong>\uff1a\u6839\u636eJVM\u5806\u5185\u5b58\u4f7f\u7528\u8d8b\u52bf\uff0c\u52a8\u6001\u8c03\u6574\u5bb9\u5668\u5185\u5b58\u9650\u5236\uff0c\u907f\u514d\u8fc7\u5ea6\u5206\u914d\u3002\n<\/li>\n<\/ul>\n<p><strong>\u5de5\u5177\u94fe\u96c6\u6210<\/strong>\uff1a\u5c06OpenTelemetry\u6570\u636e\u63a5\u5165<code>Kubernetes HPA<\/code>\u6216\u4e91\u5382\u5546\u7684\u81ea\u52a8\u4f38\u7f29\u670d\u52a1\uff0c\u5b9e\u73b0\u95ed\u73af\u63a7\u5236\u3002<\/p>\n<h4 id=\"4-\u957f\u671f\u8d8b\u52bf\u5206\u6790\u4e0e\u6210\u672c\u9884\u6d4b\"><strong>4. \u957f\u671f\u8d8b\u52bf\u5206\u6790\u4e0e\u6210\u672c\u9884\u6d4b<\/strong><\/h4>\n<p>\u901a\u8fc7\u805a\u5408\u5386\u53f2\u6570\u636e\uff0cOpenTelemetry\u53ef\u5e2e\u52a9\u4f01\u4e1a\u56de\u7b54\u4e24\u4e2a\u5173\u952e\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>\u201c\u8d44\u6e90\u662f\u5426\u88ab\u6d6a\u8d39\uff1f\u201d<\/strong>\uff1a\u4f8b\u5982\uff0c\u957f\u671f\u5360\u752880%\u5185\u5b58\u7684\u7f13\u5b58\u670d\u52a1\u662f\u5426\u53ef\u66ff\u6362\u4e3a\u66f4\u5ec9\u4ef7\u7684\u5b58\u50a8\u65b9\u6848\u3002\n<\/li>\n<li><strong>\u201c\u672a\u6765\u9700\u8981\u591a\u5c11\u8d44\u6e90\uff1f\u201d<\/strong>\uff1a\u7ed3\u5408\u4e1a\u52a1\u589e\u957f\u66f2\u7ebf\uff0c\u9884\u6d4b\u4e0b\u5b63\u5ea6\u6240\u9700\u7684\u670d\u52a1\u5668\u89c4\u6a21\u3002\n<\/li>\n<\/ul>\n<p><strong>\u6280\u5de7<\/strong>\uff1a\u4f7f\u7528<code>Grafana<\/code>\u7684\u9884\u6d4b\u63d2\u4ef6\uff0c\u57fa\u4e8eARIMA\u6216LSTM\u7b97\u6cd5\u751f\u6210\u5bb9\u91cf\u9700\u6c42\u9884\u6d4b\u62a5\u544a\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5bb9\u91cf\u4f18\u5316\u7684\u8fdb\u9636\u5b9e\u8df5\"><strong>\u4e09\u3001\u5bb9\u91cf\u4f18\u5316\u7684\u8fdb\u9636\u5b9e\u8df5<\/strong><\/h3>\n<h4 id=\"1-\u5168\u94fe\u8def\u8d44\u6e90\u6210\u672c\u5206\u644a\"><strong>1. \u5168\u94fe\u8def\u8d44\u6e90\u6210\u672c\u5206\u644a<\/strong><\/h4>\n<p>\u5728\u591a\u79df\u6237\u6216\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0cOpenTelemetry\u7684<strong>Span\u5c5e\u6027<\/strong>\u53ef\u5c06\u8d44\u6e90\u6d88\u8017\u5173\u8054\u5230\u5177\u4f53\u4e1a\u52a1\u5355\u5143\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u4e3a\u6bcf\u4e2aHTTP\u8bf7\u6c42\u6dfb\u52a0<code>tenant_id<\/code>\u6807\u7b7e\uff0c\u7edf\u8ba1\u4e0d\u540c\u5ba2\u6237\u7684\u8d44\u6e90\u5360\u7528\u6210\u672c\u3002\n<\/li>\n<li>\u5206\u6790\u67d0\u529f\u80fd\u6a21\u5757\u7684\u8c03\u7528\u9891\u7387\u4e0e\u8d44\u6e90\u6d88\u8017\u6bd4\u4f8b\uff0c\u8bc4\u4f30\u5176ROI\uff08\u6295\u8d44\u56de\u62a5\u7387\uff09\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u57fa\u4e8eai\u7684\u667a\u80fd\u9884\u6d4b\"><strong>2. \u57fa\u4e8eAI\u7684\u667a\u80fd\u9884\u6d4b<\/strong><\/h4>\n<p>\u5c06OpenTelemetry\u6570\u636e\u8f93\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u53ef\u63d0\u524d\u8bc6\u522b\u5bb9\u91cf\u98ce\u9669\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u4f7f\u7528\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\u81ea\u52a8\u53d1\u73b0\u7a81\u53d1\u7684\u8d44\u6e90\u5229\u7528\u7387\u5f02\u5e38\u3002\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u5f53\u6570\u636e\u5e93CPU\u98d9\u5347\u65f6\uff0c\u6a21\u578b\u81ea\u52a8\u5173\u8054\u540c\u671f\u6162\u67e5\u8be2\u65e5\u5fd7\uff0c\u5b9a\u4f4d\u95ee\u9898SQL\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u6df7\u6c8c\u5de5\u7a0b\u4e0e\u5bb9\u91cf\u538b\u6d4b\"><strong>3. \u6df7\u6c8c\u5de5\u7a0b\u4e0e\u5bb9\u91cf\u538b\u6d4b<\/strong><\/h4>\n<p>\u901a\u8fc7\u4e3b\u52a8\u6ce8\u5165\u6545\u969c\uff08\u5982\u6a21\u62dfCPU\u8fc7\u8f7d\uff09\uff0c\u89c2\u5bdf\u7cfb\u7edf\u5728\u6781\u9650\u72b6\u6001\u4e0b\u7684\u8868\u73b0\uff1a<\/p>\n<ul>\n<li>\u4f7f\u7528<code>Chaos Mesh<\/code>\u7b49\u5de5\u5177\u89e6\u53d1\u6545\u969c\uff0c\u5e76\u901a\u8fc7OpenTelemetry\u5b9e\u65f6\u76d1\u63a7\u8d44\u6e90\u6062\u590d\u80fd\u529b\u3002\n<\/li>\n<li>\u7ed3\u5408\u538b\u6d4b\u5de5\u5177\uff08\u5982<code>JMeter<\/code>\uff09\uff0c\u751f\u6210\u8d1f\u8f7d\u5e76\u8bb0\u5f55\u8d44\u6e90\u74f6\u9888\u70b9\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u771f\u5b9e\u573a\u666f\u6848\u4f8b-\u4ece-\u6551\u706b-\u5230-\u9884\u9632\"><strong>\u56db\u3001\u771f\u5b9e\u573a\u666f\u6848\u4f8b\uff1a\u4ece\u201c\u6551\u706b\u201d\u5230\u201c\u9884\u9632\u201d<\/strong><\/h3>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u201c\u9ed1\u4e94\u201d\u5927\u4fc3\u671f\u95f4\u9891\u7e41\u51fa\u73b0\u670d\u52a1\u964d\u7ea7\uff0c\u4f20\u7edf\u76d1\u63a7\u672a\u80fd\u63d0\u524d\u9884\u8b66\u3002\u901a\u8fc7\u90e8\u7f72OpenTelemetry\uff0c\u56e2\u961f\u53d1\u73b0\u4e86\u4ee5\u4e0b\u95ee\u9898\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u6d6a\u8d39<\/strong>\uff1a\u5546\u54c1\u63a8\u8350\u670d\u52a1\u591c\u95f4CPU\u5229\u7528\u7387\u4e0d\u8db35%\uff0c\u4f46\u4fdd\u6301\u5168\u5929\u5019\u9ad8\u914d\u7f6e\u8fd0\u884c\u3002\n<\/li>\n<li><strong>\u9690\u85cf\u74f6\u9888<\/strong>\uff1a\u652f\u4ed8\u670d\u52a1\u7684\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u5728\u6d41\u91cf\u9ad8\u5cf0\u65f6\u8017\u5c3d\uff0c\u5bfc\u81f4\u7ebf\u7a0b\u963b\u585e\u3002\n<\/li>\n<\/ul>\n<p><strong>\u4f18\u5316\u63aa\u65bd<\/strong>\uff1a<\/p>\n<ul>\n<li>\u57fa\u4e8e\u5386\u53f2\u6570\u636e\uff0c\u5bf9\u63a8\u8350\u670d\u52a1\u5b9e\u65bd\u5b9a\u65f6\u6269\u7f29\u5bb9\uff0c\u8282\u770140%\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\n<\/li>\n<li>\u8c03\u6574\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u53c2\u6570\uff0c\u5e76\u8bbe\u7f6eOpenTelemetry\u544a\u8b66\u89c4\u5219\uff0c\u5f53\u8fde\u63a5\u6570\u8d85\u8fc780%\u65f6\u89e6\u53d1\u6269\u5bb9\u3002\n<\/li>\n<\/ul>\n<p>\u7ed3\u679c\uff1a\u6b21\u6708\u5927\u4fc3\u671f\u95f4\uff0c\u8d44\u6e90\u6210\u672c\u964d\u4f4e25%\uff0c\u7cfb\u7edf\u96f6\u964d\u7ea7\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u5c55\u671b-\u4ece\u4f18\u5316\u5230\u81ea\u6cbb\"><strong>\u4e94\u3001\u672a\u6765\u5c55\u671b\uff1a\u4ece\u4f18\u5316\u5230\u81ea\u6cbb<\/strong><\/h3>\n<p>\u968f\u7740OpenTelemetry\u4e0eAIOps\u6280\u672f\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5bb9\u91cf\u4f18\u5316\u5c06\u5411\u201c\u65e0\u4eba\u9a7e\u9a76\u201d\u6f14\u8fdb\uff1a<\/p>\n<ul>\n<li><strong>\u5b9e\u65f6\u51b3\u7b56<\/strong>\uff1a\u7cfb\u7edf\u81ea\u52a8\u5206\u6790Trace\u4e0eMetric\u6570\u636e\uff0c\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u914d\u989d\u3002\n<\/li>\n<li><strong>\u8de8\u4e91\u6210\u672c\u4f18\u5316<\/strong>\uff1a\u7ed3\u5408\u591a\u4e91\u76d1\u63a7\u6570\u636e\uff0c\u667a\u80fd\u8fc1\u79fb\u5de5\u4f5c\u8d1f\u8f7d\u81f3\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u670d\u52a1\u5546\u3002\n<\/li>\n<\/ul>\n<p>\u65e0\u8bba\u662f\u521d\u521b\u4f01\u4e1a\u8fd8\u662f\u5927\u578b\u7ec4\u7ec7\uff0c\u62e5\u62b1OpenTelemetry\u7684\u89c2\u6d4b\u80fd\u529b\uff0c\u90fd\u5c06\u5728\u8fd9\u573a\u201c\u8d44\u6e90\u6548\u7387\u201d\u7684\u7ade\u8d5b\u4e2d\u62a2\u5360\u5148\u673a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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