{"id":33683,"date":"2025-03-07T10:59:05","date_gmt":"2025-03-07T02:59:05","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33683"},"modified":"2025-03-07T10:59:05","modified_gmt":"2025-03-07T02:59:05","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e7%9b%91%e6%8e%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e5%ae%9e%e6%97%b6%e5%90%8c%e6%ad%a5%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33683.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u652f\u6301\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u540c\u6b65\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/L2r00yIz2.jpg\" alt=\"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u652f\u6301\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u540c\u6b65\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u5f53\u4eca\u7684\u4e91\u539f\u751f\u65f6\u4ee3\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u51ed\u501f\u5176\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u654f\u6377\u5f00\u53d1\u80fd\u529b\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6838\u5fc3\u9009\u62e9\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u4e5f\u6025\u5267\u6500\u5347\u3002<strong>\u5fae\u670d\u52a1\u76d1\u63a7<\/strong>\u4f5c\u4e3a\u4fdd\u969c\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u201c\u751f\u547d\u7ebf\u201d\uff0c\u5176\u6838\u5fc3\u6311\u6218\u4e4b\u4e00\u662f\u5982\u4f55\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u7684<strong>\u5b9e\u65f6\u540c\u6b65<\/strong>\u2014\u2014\u8fd9\u4e0d\u4ec5\u5173\u7cfb\u5230\u6545\u969c\u7684\u5feb\u901f\u54cd\u5e94\uff0c\u66f4\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u8fde\u7eed\u6027\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u901a\u8fc7\u6280\u672f\u521b\u65b0\u4e0e\u67b6\u6784\u8bbe\u8ba1\uff0c\u7a81\u7834\u6570\u636e\u5b9e\u65f6\u540c\u6b65\u7684\u74f6\u9888\uff0c\u4e3a\u9ad8\u5e76\u53d1\u3001\u5206\u5e03\u5f0f\u7684\u7cfb\u7edf\u73af\u5883\u63d0\u4f9b\u53ef\u9760\u4fdd\u969c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u4e3a\u4f55\u81f3\u5173\u91cd\u8981\"><strong>\u4e00\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u4e3a\u4f55\u81f3\u5173\u91cd\u8981\uff1f<\/strong><\/h3>\n<p>\u5728\u4f20\u7edf\u5355\u4f53\u67b6\u6784\u4e2d\uff0c\u76d1\u63a7\u6570\u636e\u7684\u91c7\u96c6\u4e0e\u5904\u7406\u901a\u5e38\u96c6\u4e2d\u5728\u4e00\u4e2a\u8fdb\u7a0b\u4e2d\uff0c\u5b9e\u65f6\u6027\u9700\u6c42\u76f8\u5bf9\u5bb9\u6613\u6ee1\u8db3\u3002\u4f46\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\uff0c\u670d\u52a1\u88ab\u62c6\u5206\u4e3a\u6570\u5341\u751a\u81f3\u6570\u767e\u4e2a\u72ec\u7acb\u5355\u5143\uff0c\u6bcf\u4e2a\u5355\u5143\u53ef\u80fd\u90e8\u7f72\u5728\u4e0d\u540c\u7684\u8282\u70b9\u3001\u533a\u57df\u6216\u4e91\u73af\u5883\u4e2d\u3002<strong>\u5b9e\u65f6\u540c\u6b65\u7684\u7f3a\u5931\u4f1a\u5bfc\u81f4\u4ee5\u4e0b\u95ee\u9898<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u6545\u969c\u54cd\u5e94\u5ef6\u8fdf<\/strong>\uff1a\u82e5\u76d1\u63a7\u6570\u636e\u5b58\u5728\u5206\u949f\u7ea7\u6ede\u540e\uff0c\u7cfb\u7edf\u5f02\u5e38\u53ef\u80fd\u5df2\u6269\u6563\u81f3\u591a\u4e2a\u670d\u52a1\uff0c\u9020\u6210\u96ea\u5d29\u6548\u5e94\u3002\n<\/li>\n<li><strong>\u52a8\u6001\u6269\u7f29\u5bb9\u5931\u6548<\/strong>\uff1aKubernetes\u7b49\u5e73\u53f0\u4f9d\u8d56\u5b9e\u65f6\u6307\u6807\uff08\u5982CPU\u3001\u5185\u5b58\uff09\u8fdb\u884c\u81ea\u52a8\u6269\u7f29\u5bb9\uff0c\u6570\u636e\u5ef6\u8fdf\u4f1a\u76f4\u63a5\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\u6216\u670d\u52a1\u8fc7\u8f7d\u3002\n<\/li>\n<li><strong>\u7528\u6237\u4f53\u9a8c\u9ed1\u6d1e<\/strong>\uff1a\u4f8b\u5982\uff0c\u7535\u5546\u7cfb\u7edf\u7684\u8ba2\u5355\u5904\u7406\u94fe\u8def\u6d89\u53ca\u652f\u4ed8\u3001\u5e93\u5b58\u3001\u7269\u6d41\u7b49\u591a\u4e2a\u670d\u52a1\uff0c\u4efb\u4e00\u73af\u8282\u7684\u5ef6\u8fdf\u82e5\u672a\u88ab\u5b9e\u65f6\u6355\u83b7\uff0c\u53ef\u80fd\u5f15\u53d1\u7528\u6237\u6295\u8bc9\u3002\n<\/li>\n<\/ol>\n<p><strong>\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u5b9e\u65f6\u540c\u6b65\u80fd\u529b<\/strong>\u4e0d\u4ec5\u662f\u6280\u672f\u9700\u6c42\uff0c\u66f4\u662f\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u57fa\u77f3\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5b9e\u73b0\u5b9e\u65f6\u540c\u6b65\u7684\u6838\u5fc3\u6280\u672f\u652f\u6491\"><strong>\u4e8c\u3001\u5b9e\u73b0\u5b9e\u65f6\u540c\u6b65\u7684\u6838\u5fc3\u6280\u672f\u652f\u6491<\/strong><\/h3>\n<h4 id=\"1-\u6570\u636e\u91c7\u96c6-\u8f7b\u91cf\u5316\u4e0e\u9ad8\u9891\u5316\"><strong>1. \u6570\u636e\u91c7\u96c6\uff1a\u8f7b\u91cf\u5316\u4e0e\u9ad8\u9891\u5316<\/strong><\/h4>\n<p>\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u9996\u5148\u4f9d\u8d56\u4e8e\u9ad8\u6548\u7684\u6570\u636e\u91c7\u96c6\u673a\u5236\u3002\u5e38\u89c1\u7684\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u4ee3\u7406\u6a21\u5f0f\uff08Sidecar\uff09<\/strong>\uff1a\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u670d\u52a1\u5b9e\u4f8b\u90e8\u7f72\u8f7b\u91cf\u7ea7\u4ee3\u7406\uff08\u5982Envoy\u6216<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a> Collector\uff09\uff0c\u5b9e\u73b0\u65e5\u5fd7\u3001\u6307\u6807\u3001\u8ffd\u8e2a\u6570\u636e\u7684<strong>\u8fd1\u6e90\u91c7\u96c6<\/strong>\uff0c\u51cf\u5c11\u5bf9\u4e3b\u8fdb\u7a0b\u7684\u8d44\u6e90\u5360\u7528\u3002\n<\/li>\n<li><strong>\u65e0\u4ee3\u7406\u6a21\u5f0f\uff08eBPF\u6280\u672f\uff09<\/strong>\uff1a\u5229\u7528Linux\u5185\u6838\u7684eBPF\u80fd\u529b\uff0c\u76f4\u63a5\u4ece\u64cd\u4f5c\u7cfb\u7edf\u5c42\u6355\u83b7\u7f51\u7edc\u6d41\u91cf\u3001\u7cfb\u7edf\u8c03\u7528\u7b49\u6570\u636e\uff0c\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u5373\u53ef\u5b9e\u73b0\u4f4e\u4fb5\u5165\u5f0f\u76d1\u63a7\u3002\n<\/li>\n<\/ul>\n<p><em>\u4f8b\u5982\uff0c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u901a\u8fc7Pull\u6a21\u5f0f\u5b9a\u671f\u62c9\u53d6\u6307\u6807\uff0c\u4f46\u4e3a\u9002\u5e94\u52a8\u6001\u5fae\u670d\u52a1\u73af\u5883\uff0c\u5176\u65b0\u589e\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> Agent\u6a21\u5f0f\u652f\u6301\u5c06\u6570\u636e\u5b9e\u65f6\u63a8\u9001\u5230\u8fdc\u7a0b\u5b58\u50a8\uff0c\u663e\u8457\u964d\u4f4e\u91c7\u96c6\u5ef6\u8fdf\u3002<\/em><\/p>\n<h4 id=\"2-\u6570\u636e\u4f20\u8f93-\u9ad8\u541e\u5410\u4e0e\u4f4e\u5ef6\u8fdf\u7684\u534f\u8bae\u9009\u62e9\"><strong>2. \u6570\u636e\u4f20\u8f93\uff1a\u9ad8\u541e\u5410\u4e0e\u4f4e\u5ef6\u8fdf\u7684\u534f\u8bae\u9009\u62e9<\/strong><\/h4>\n<p>\u5b9e\u65f6\u540c\u6b65\u7684\u6838\u5fc3\u5728\u4e8e\u6570\u636e\u7ba1\u9053\u7684\u6548\u7387\u3002<strong>\u4f20\u7edf\u8f6e\u8be2\uff08Polling\uff09\u673a\u5236<\/strong>\u56e0\u5ef6\u8fdf\u9ad8\u3001\u8d44\u6e90\u6d88\u8017\u5927\uff0c\u5df2\u9010\u6e10\u88ab\u4ee5\u4e0b\u6280\u672f\u53d6\u4ee3\uff1a<\/p>\n<ul>\n<li><strong>gRPC\u6d41\u5f0f\u4f20\u8f93<\/strong>\uff1a\u57fa\u4e8eHTTP\/2\u7684\u591a\u8def\u590d\u7528\u7279\u6027\uff0c\u652f\u6301\u670d\u52a1\u7aef\u4e0e\u76d1\u63a7\u4e2d\u5fc3\u4e4b\u95f4\u7684\u53cc\u5411\u6d41\u5f0f\u901a\u4fe1\uff0c\u9002\u7528\u4e8e\u9ad8\u9891\u6307\u6807\u4e0a\u62a5\u3002\n<\/li>\n<li><strong>\u6d88\u606f\u961f\u5217\uff08\u5982Kafka\u3001Pulsar\uff09<\/strong>\uff1a\u901a\u8fc7\u5f02\u6b65\u7f13\u51b2\u4e0e\u6279\u91cf\u538b\u7f29\uff0c\u5e73\u8861\u77ac\u65f6\u6d41\u91cf\u5cf0\u503c\uff0c\u540c\u65f6\u4fdd\u8bc1\u6570\u636e\u6709\u5e8f\u6027\u4e0e\u53ef\u9760\u6027\u3002\n<\/li>\n<\/ul>\n<p><em>\u4ee5\u4e91\u539f\u751f\u573a\u666f\u4e3a\u4f8b\uff0cIstio\u670d\u52a1\u7f51\u683c\u5c06\u9065\u6d4b\u6570\u636e\u901a\u8fc7gRPC\u6d41\u5f0f\u4f20\u8f93\u81f3\u76d1\u63a7\u540e\u7aef\uff0c\u5355\u8282\u70b9\u53ef\u652f\u6301\u6bcf\u79d2\u4e07\u7ea7\u6307\u6807\u7684\u5904\u7406\u3002<\/em><\/p>\n<h4 id=\"3-\u6d41\u5904\u7406\u4e0e\u5b58\u50a8-\u4ece\u6279\u91cf\u5230\u5b9e\u65f6\u5206\u6790\"><strong>3. \u6d41\u5904\u7406\u4e0e\u5b58\u50a8\uff1a\u4ece\u6279\u91cf\u5230\u5b9e\u65f6\u5206\u6790<\/strong><\/h4>\n<p>\u4f20\u7edf\u76d1\u63a7\u7cfb\u7edf\u4f9d\u8d56\u79bb\u7ebf\u6279\u5904\u7406\uff08\u5982Hadoop\uff09\uff0c\u800c\u5fae\u670d\u52a1\u76d1\u63a7\u9700\u5f15\u5165<strong>\u6d41\u5f0f\u8ba1\u7b97\u6846\u67b6<\/strong>\uff08\u5982Flink\u3001Spark Streaming\uff09\u5b9e\u73b0\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n<ul>\n<li><strong>\u7a97\u53e3\u805a\u5408<\/strong>\uff1a\u6309\u65f6\u95f4\u6216\u4e8b\u4ef6\u7a97\u53e3\u5bf9\u6307\u6807\u8fdb\u884c\u5b9e\u65f6\u7edf\u8ba1\uff08\u5982QPS\u3001\u9519\u8bef\u7387\uff09\u3002\n<\/li>\n<li><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982\u6ce2\u52a8\u9608\u503c\u3001\u5b64\u7acb\u68ee\u6797\u7b97\u6cd5\uff09\u5373\u65f6\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\u3002\n<\/li>\n<\/ul>\n<p>\u5b58\u50a8\u5c42\u9762\uff0c<strong>\u65f6\u5e8f\u6570\u636e\u5e93<\/strong>\uff08\u5982InfluxDB\u3001TimescaleDB\uff09\u901a\u8fc7\u5217\u5f0f\u5b58\u50a8\u4e0e\u65f6\u95f4\u5206\u533a\uff0c\u652f\u6301\u6d77\u91cf\u76d1\u63a7\u6570\u636e\u7684\u9ad8\u6548\u5199\u5165\u4e0e\u67e5\u8be2\uff0c\u4e3a\u5b9e\u65f6\u544a\u8b66\u63d0\u4f9b\u5e95\u5c42\u652f\u6491\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5fae\u670d\u52a1\u76d1\u63a7\u5b9e\u65f6\u540c\u6b65\u7684\u5178\u578b\u67b6\u6784\u8bbe\u8ba1\"><strong>\u4e09\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u5b9e\u65f6\u540c\u6b65\u7684\u5178\u578b\u67b6\u6784\u8bbe\u8ba1<\/strong><\/h3>\n<h4 id=\"1-\u5206\u5c42\u67b6\u6784-\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u4e2d\u5fc3\u5316\u5904\u7406\u7ed3\u5408\"><strong>1. \u5206\u5c42\u67b6\u6784\uff1a\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u4e2d\u5fc3\u5316\u5904\u7406\u7ed3\u5408<\/strong><\/h4>\n<ul>\n<li><strong>\u8fb9\u7f18\u5c42<\/strong>\uff1a\u5728\u670d\u52a1\u5b9e\u4f8b\u672c\u5730\u8fdb\u884c\u6570\u636e\u9884\u5904\u7406\uff08\u5982\u8fc7\u6ee4\u5197\u4f59\u6307\u6807\u3001\u8ba1\u7b97\u57fa\u7840\u7edf\u8ba1\u503c\uff09\uff0c\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93\u538b\u529b\u3002\n<\/li>\n<li><strong>\u805a\u5408\u5c42<\/strong>\uff1a\u901a\u8fc7\u533a\u57df\u5316\u7f51\u5173\uff08\u5982AWS Regional Monitoring\uff09\u6c47\u603b\u6570\u636e\uff0c\u6267\u884c\u521d\u6b65\u5206\u6790\u4e0e\u8def\u7531\u3002\n<\/li>\n<li><strong>\u4e2d\u5fc3\u5c42<\/strong>\uff1a\u5168\u5c40\u5b58\u50a8\u4e0e\u6d41\u5904\u7406\u5f15\u64ce\u5b8c\u6210\u6700\u7ec8\u7684\u6570\u636e\u6301\u4e45\u5316\u4e0e\u590d\u6742\u5206\u6790\u3002\n<\/li>\n<\/ul>\n<p><em>\u8fd9\u79cd\u5206\u5c42\u8bbe\u8ba1\u65e2\u964d\u4f4e\u4e86\u8de8\u533a\u57df\u4f20\u8f93\u7684\u5ef6\u8fdf\uff0c\u53c8\u907f\u514d\u4e86\u4e2d\u5fc3\u8282\u70b9\u7684\u5355\u70b9\u74f6\u9888\u3002<\/em><\/p>\n<h4 id=\"2-\u52a8\u6001\u91c7\u6837\u4e0e\u964d\u7ea7\u7b56\u7565\"><strong>2. \u52a8\u6001\u91c7\u6837\u4e0e\u964d\u7ea7\u7b56\u7565<\/strong><\/h4>\n<p>\u5728\u9ad8\u8d1f\u8f7d\u573a\u666f\u4e0b\uff0c100%\u7684\u6570\u636e\u91c7\u96c6\u53ef\u80fd\u5bfc\u81f4\u7cfb\u7edf\u8fc7\u8f7d\u3002<strong>\u81ea\u9002\u5e94\u91c7\u6837\u6280\u672f<\/strong>\uff08\u5982\u52a8\u6001\u8c03\u6574\u91c7\u6837\u7387\uff09\u4e0e<strong>\u964d\u7ea7\u7b56\u7565<\/strong>\uff08\u5982\u4ec5\u4fdd\u7559\u9519\u8bef\u65e5\u5fd7\uff09\u53ef\u5728\u6570\u636e\u5b8c\u6574\u6027\u4e0e\u5b9e\u65f6\u6027\u4e4b\u95f4\u5b9e\u73b0\u5e73\u8861\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5b9e\u8df5\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848\"><strong>\u56db\u3001\u5b9e\u8df5\u6311\u6218\u4e0e\u89e3\u51b3\u65b9\u6848<\/strong><\/h3>\n<h4 id=\"1-\u7f51\u7edc\u5206\u533a\u4e0e\u6570\u636e\u4e00\u81f4\u6027\"><strong>1. \u7f51\u7edc\u5206\u533a\u4e0e\u6570\u636e\u4e00\u81f4\u6027<\/strong><\/h4>\n<p>\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\uff0c\u7f51\u7edc\u6296\u52a8\u6216\u5206\u533a\u53ef\u80fd\u5bfc\u81f4\u76d1\u63a7\u6570\u636e\u4e22\u5931\u6216\u4e71\u5e8f\u3002\u89e3\u51b3\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u672c\u5730\u7f13\u5b58\u4e0e\u91cd\u8bd5<\/strong>\uff1a\u4ee3\u7406\u5c42\u7f13\u5b58\u6570\u636e\u5e76\u5728\u7f51\u7edc\u6062\u590d\u540e\u91cd\u4f20\u3002\n<\/li>\n<li><strong>\u6700\u7ec8\u4e00\u81f4\u6027\u6a21\u578b<\/strong>\uff1a\u901a\u8fc7\u7248\u672c\u53f7\u6216\u65f6\u95f4\u6233\u6807\u8bb0\u6570\u636e\u987a\u5e8f\uff0c\u5bb9\u5fcd\u77ed\u671f\u4e0d\u4e00\u81f4\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u8d44\u6e90\u6d88\u8017\u4e0e\u6027\u80fd\u635f\u8017\"><strong>2. \u8d44\u6e90\u6d88\u8017\u4e0e\u6027\u80fd\u635f\u8017<\/strong><\/h4>\n<p>\u5b9e\u65f6\u76d1\u63a7\u53ef\u80fd\u5360\u7528\u5927\u91cfCPU\u3001\u5185\u5b58\u4e0e\u5e26\u5bbd\u3002\u4f18\u5316\u65b9\u5411\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u6570\u636e\u538b\u7f29<\/strong>\uff1a\u4f7f\u7528Protocol Buffers\u6216Avro\u66ff\u4ee3JSON\uff0c\u51cf\u5c11\u4f20\u8f93\u4f53\u79ef\u3002\n<\/li>\n<li><strong>\u786c\u4ef6\u52a0\u901f<\/strong>\uff1a\u901a\u8fc7DPDK\u6216\u667a\u80fd\u7f51\u5361\u5378\u8f7d\u7f51\u7edc\u5904\u7406\u8d1f\u8f7d\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u5de5\u5177\u4e0e\u6846\u67b6\u63a8\u8350\"><strong>\u4e94\u3001\u5de5\u5177\u4e0e\u6846\u67b6\u63a8\u8350<\/strong><\/h3>\n<ul>\n<li><strong>\u6570\u636e\u91c7\u96c6<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\uff08\u7edf\u4e00\u57cb\u70b9\uff09\u3001Fluentd\uff08\u65e5\u5fd7\u6536\u96c6\uff09\u3002\n<\/li>\n<li><strong>\u4f20\u8f93\u4e0e\u961f\u5217<\/strong>\uff1aApache Kafka\uff08\u9ad8\u541e\u5410\u6d88\u606f\u961f\u5217\uff09\u3001NATS\uff08\u4f4e\u5ef6\u8fdf\u6d88\u606f\u7cfb\u7edf\uff09\u3002\n<\/li>\n<li><strong>\u6d41\u5904\u7406<\/strong>\uff1aApache Flink\uff08\u590d\u6742\u4e8b\u4ef6\u5904\u7406\uff09\u3001Prometheus Thanos\uff08\u957f\u671f\u5b58\u50a8\u4e0e\u67e5\u8be2\uff09\u3002\n<\/li>\n<li><strong>\u53ef\u89c6\u5316<\/strong>\uff1aGrafana\uff08\u5b9e\u65f6\u4eea\u8868\u76d8\uff09\u3001Elastic APM\uff08\u5168\u94fe\u8def\u8ffd\u8e2a\uff09\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u516d-\u672a\u6765\u8d8b\u52bf-ai\u9a71\u52a8\u7684\u5b9e\u65f6\u76d1\u63a7\"><strong>\u516d\u3001\u672a\u6765\u8d8b\u52bf\uff1aAI\u9a71\u52a8\u7684\u5b9e\u65f6\u76d1\u63a7<\/strong><\/h3>\n<p>\u968f\u7740AIOps\u7684\u666e\u53ca\uff0c<strong>\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u6b63\u4ece\u201c\u88ab\u52a8\u54cd\u5e94\u201d\u8f6c\u5411\u201c\u4e3b\u52a8\u9884\u6d4b\u201d<\/strong>\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u5b9e\u65f6<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09<\/strong>\uff1a\u7ed3\u5408\u62d3\u6251\u5173\u7cfb\u4e0e\u6307\u6807\u76f8\u5173\u6027\uff0c\u5728\u79d2\u7ea7\u5b9a\u4f4d\u6545\u969c\u6e90\u3002\n<\/li>\n<li><strong>\u81ea\u52a8\u4fee\u590d<\/strong>\uff1a\u57fa\u4e8e\u9884\u5b9a\u4e49\u7b56\u7565\u6216\u5f3a\u5316\u5b66\u4e60\u6a21\u578b\uff0c\u5b9e\u73b0\u6545\u969c\u81ea\u6108\uff08\u5982<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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