{"id":32775,"date":"2025-03-04T10:53:16","date_gmt":"2025-03-04T02:53:16","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32775"},"modified":"2025-03-04T10:53:16","modified_gmt":"2025-03-04T02:53:16","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e5%ba%94%e5%af%b9%e7%bd%91%e7%bb%9c%e5%bb%b6%e8%bf%9f%e9%97%ae%e9%a2%98%ef%bc%9f-2","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32775.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u5ef6\u8fdf\u95ee\u9898\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/b64518e005f916.jpg\" alt=\"\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u5ef6\u8fdf\u95ee\u9898\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u51ed\u501f\u5176\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u654f\u6377\u5f00\u53d1\u7279\u6027\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u9996\u9009\u65b9\u6848\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c<strong>\u7f51\u7edc\u5ef6\u8fdf<\/strong>\u8fd9\u4e00\u201c\u9690\u5f62\u6740\u624b\u201d\u6b63\u9010\u6e10\u6210\u4e3a\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u75db\u70b9\u3002\u4e00\u6b21\u63a5\u53e3\u8c03\u7528\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u82e5\u7f3a\u4e4f\u6709\u6548\u7684\u76d1\u63a7\u624b\u6bb5\uff0c\u5ef6\u8fdf\u95ee\u9898\u8f7b\u5219\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u91cd\u5219\u5f15\u53d1\u7cfb\u7edf\u7ea7\u96ea\u5d29\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<strong>\u5fae\u670d\u52a1\u76d1\u63a7<\/strong>\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u5e76\u5316\u89e3\u7f51\u7edc\u5ef6\u8fdf\u98ce\u9669\uff0c\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u9ad8\u6548\u8fd0\u884c\u63d0\u4f9b\u6280\u672f\u4fdd\u969c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u7f51\u7edc\u5ef6\u8fdf-\u5fae\u670d\u52a1\u67b6\u6784\u7684-\u963f\u5580\u7409\u65af\u4e4b\u8e35\"><strong>\u4e00\u3001\u7f51\u7edc\u5ef6\u8fdf\uff1a\u5fae\u670d\u52a1\u67b6\u6784\u7684\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d<\/strong><\/h3>\n<p>\u5fae\u670d\u52a1\u901a\u8fc7\u89e3\u8026\u5355\u4f53\u5e94\u7528\u4e3a\u72ec\u7acb\u670d\u52a1\uff0c\u5b9e\u73b0\u4e86\u5f00\u53d1\u6548\u7387\u7684\u63d0\u5347\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u5206\u5e03\u5f0f\u7cfb\u7edf\u56fa\u6709\u7684\u590d\u6742\u6027\u3002<strong>\u7f51\u7edc\u901a\u4fe1<\/strong>\u4f5c\u4e3a\u670d\u52a1\u95f4\u4ea4\u4e92\u7684\u6838\u5fc3\u9014\u5f84\uff0c\u5176\u5ef6\u8fdf\u6ce2\u52a8\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff1a<\/p>\n<ol>\n<li><strong>\u6027\u80fd\u74f6\u9888<\/strong>\uff1a\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u89e6\u53d1\u591a\u4e2a\u670d\u52a1\u8c03\u7528\uff0c\u82e5\u67d0\u4e2a\u8282\u70b9\u5ef6\u8fdf\u6fc0\u589e\uff0c\u6574\u4f53\u54cd\u5e94\u65f6\u95f4\u5c06\u5448\u6307\u6570\u7ea7\u6076\u5316\uff1b\n<\/li>\n<li><strong>\u7528\u6237\u4f53\u9a8c\u6ed1\u5761<\/strong>\uff1a\u7814\u7a76\u8868\u660e\uff0c\u7f51\u9875\u52a0\u8f7d\u65f6\u95f4\u6bcf\u589e\u52a01\u79d2\uff0c\u7528\u6237\u6d41\u5931\u7387\u4e0a\u53477%\uff1b\n<\/li>\n<li><strong>\u7cfb\u7edf\u7a33\u5b9a\u6027\u98ce\u9669<\/strong>\uff1a\u9ad8\u5ef6\u8fdf\u53ef\u80fd\u63a9\u76d6\u670d\u52a1\u5f02\u5e38\uff0c\u5bfc\u81f4\u8d85\u65f6\u91cd\u8bd5\u3001\u8d44\u6e90\u8017\u5c3d\u751a\u81f3\u7ea7\u8054\u6545\u969c\u3002\n<\/li>\n<\/ol>\n<p><em>\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u56e0\u4f9d\u8d56\u7684\u652f\u4ed8\u7f51\u5173\u51fa\u73b0\u7f51\u7edc\u6296\u52a8\uff0c\u672a\u53ca\u65f6\u7194\u65ad\uff0c\u6700\u7ec8\u5f15\u53d1\u5e93\u5b58\u670d\u52a1\u7ebf\u7a0b\u963b\u585e\uff0c\u9020\u6210\u6838\u5fc3\u4ea4\u6613\u94fe\u8def\u762b\u75ea\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5fae\u670d\u52a1\u76d1\u63a7\u5e94\u5bf9\u5ef6\u8fdf\u7684\u56db\u5927\u6838\u5fc3\u6311\u6218\"><strong>\u4e8c\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u5e94\u5bf9\u5ef6\u8fdf\u7684\u56db\u5927\u6838\u5fc3\u6311\u6218<\/strong><\/h3>\n<p>\u8981\u6709\u6548\u6cbb\u7406\u7f51\u7edc\u5ef6\u8fdf\uff0c\u9700\u5148\u5398\u6e05\u76d1\u63a7\u4f53\u7cfb\u7684\u8584\u5f31\u73af\u8282\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u91c7\u96c6\u7684\u65f6\u6548\u6027<\/strong>\uff1a\u4f20\u7edf\u65e5\u5fd7\u805a\u5408\u65b9\u5f0f\u96be\u4ee5\u6355\u6349\u6beb\u79d2\u7ea7\u5ef6\u8fdf\u6ce2\u52a8\uff1b\n<\/li>\n<li><strong>\u94fe\u8def\u8ffd\u8e2a\u7684\u5b8c\u6574\u6027<\/strong>\uff1a\u8de8\u670d\u52a1\u3001\u8de8\u6570\u636e\u4e2d\u5fc3\u7684\u8c03\u7528\u8def\u5f84\u82e5\u5b58\u5728\u76d1\u63a7\u76f2\u533a\uff0c\u5c06\u5bfc\u81f4\u6839\u56e0\u5b9a\u4f4d\u56f0\u96be\uff1b\n<\/li>\n<li><strong>\u52a8\u6001\u73af\u5883\u7684\u9002\u5e94\u6027<\/strong>\uff1a\u5bb9\u5668\u5316\u90e8\u7f72\u4e0b\uff0c\u670d\u52a1\u5b9e\u4f8b\u7684\u5f39\u6027\u6269\u7f29\u5bb9\u8981\u6c42\u76d1\u63a7\u5de5\u5177\u5b9e\u65f6\u611f\u77e5\u62d3\u6251\u53d8\u5316\uff1b\n<\/li>\n<li><strong>\u8de8\u533a\u57df\u7f51\u7edc\u7684\u53ef\u89c1\u6027<\/strong>\uff1a\u5168\u7403\u5316\u4e1a\u52a1\u4e2d\uff0c\u8de8\u56fd\u4e13\u7ebf\u6216\u516c\u7f51\u4f20\u8f93\u7684\u5ef6\u8fdf\u5dee\u5f02\u9700\u88ab\u91cf\u5316\u5206\u6790\u3002\n<\/li>\n<\/ol>\n<p><em>\u201c\u76d1\u63a7\u4e0d\u662f\u76ee\u7684\uff0c\u800c\u662f\u624b\u6bb5\u3002\u201d<\/em> \u53ea\u6709\u5c06\u8fd9\u4e9b\u6311\u6218\u8f6c\u5316\u4e3a\u6280\u672f\u8bbe\u8ba1\u539f\u5219\uff0c\u624d\u80fd\u6784\u5efa\u771f\u6b63\u6709\u6548\u7684\u5ef6\u8fdf\u6cbb\u7406\u4f53\u7cfb\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u7834\u5c40\u4e4b\u9053-\u4ece\u76d1\u63a7\u5230\u6cbb\u7406\u7684\u516d\u5c42\u7b56\u7565\"><strong>\u4e09\u3001\u7834\u5c40\u4e4b\u9053\uff1a\u4ece\u76d1\u63a7\u5230\u6cbb\u7406\u7684\u516d\u5c42\u7b56\u7565<\/strong><\/h3>\n<h4 id=\"1-\u6784\u5efa\u5168\u94fe\u8def\u5b9e\u65f6\u76d1\u63a7\u7f51\u7edc\"><strong>1. \u6784\u5efa\u5168\u94fe\u8def\u5b9e\u65f6\u76d1\u63a7\u7f51\u7edc<\/strong><\/h4>\n<ul>\n<li><strong>\u6307\u6807\u57cb\u70b9\u7cbe\u7ec6\u5316<\/strong>\uff1a\u5728HTTP\/gRPC\u5ba2\u6237\u7aef\u5d4c\u5165\u63a2\u9488\uff0c\u91c7\u96c6\u8fde\u63a5\u65f6\u95f4\u3001\u9996\u5b57\u8282\u65f6\u95f4\uff08TTFB\uff09\u3001\u541e\u5410\u91cf\u7b49\u9ec4\u91d1\u6307\u6807\uff1b\n<\/li>\n<li><strong>\u534f\u8bae\u5c42\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7*TCP BBR\u7b97\u6cd5*\u81ea\u9002\u5e94\u8c03\u6574\u62e5\u585e\u7a97\u53e3\uff0c\u964d\u4f4e\u957f\u8ddd\u79bb\u4f20\u8f93\u7684\u5ef6\u8fdf\u6ce2\u52a8\uff1b\n<\/li>\n<li><strong>\u8fb9\u7f18\u8282\u70b9\u90e8\u7f72<\/strong>\uff1a\u5229\u7528CDN\u6216\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u7f29\u77ed\u6570\u636e\u4f20\u8f93\u8def\u5f84\uff0c\u51cf\u5c11\u516c\u7f51\u8df3\u6570\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5168\u94fe\u8def\u8ffd\u8e2a\u4e0e\u62d3\u6251\u53ef\u89c6\u5316\"><strong>2. \u5168\u94fe\u8def\u8ffd\u8e2a\u4e0e\u62d3\u6251\u53ef\u89c6\u5316<\/strong><\/h4>\n<ul>\n<li>\u91c7\u7528<strong>OpenTelemetry<\/strong>\u6807\u51c6\u96c6\u6210\u8ffd\u8e2a\u6570\u636e\uff0c\u7ed3\u5408Jaeger\u3001Zipkin\u7b49\u5de5\u5177\u7ed8\u5236\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff1b\n<\/li>\n<li>\u901a\u8fc7*\u706b\u7130\u56fe*\u5b9a\u4f4d\u9ad8\u5ef6\u8fdf\u70ed\u70b9\uff0c\u533a\u5206\u4ee3\u7801\u903b\u8f91\u8017\u65f6\u4e0e\u7f51\u7edc\u7b49\u5f85\u65f6\u95f4\uff1b\n<\/li>\n<li><strong>\u667a\u80fd\u57fa\u7ebf\u62a5\u8b66<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u52a8\u6001\u8bbe\u5b9a\u5ef6\u8fdf\u9608\u503c\uff0c\u907f\u514d\u9759\u6001\u9608\u503c\u5bfc\u81f4\u7684\u8bef\u62a5\/\u6f0f\u62a5\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u670d\u52a1\u7f51\u683c-service-mesh-\u8d4b\u80fd\"><strong>3. \u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09\u8d4b\u80fd<\/strong><\/h4>\n<ul>\n<li>\u5728Istio\u3001Linkerd\u7b49\u7f51\u683c\u4e2d\uff0c<strong>Sidecar\u4ee3\u7406<\/strong>\u53ef\u65e0\u4fb5\u5165\u5f0f\u6355\u83b7\u6d41\u91cf\u6307\u6807\uff1b\n<\/li>\n<li>\u5b9e\u73b0<strong>\u52a8\u6001\u8def\u7531<\/strong>\uff1a\u6839\u636e\u5b9e\u65f6\u5ef6\u8fdf\u6570\u636e\uff0c\u5c06\u8bf7\u6c42\u5206\u6d41\u81f3\u4f4e\u5ef6\u8fdf\u5b9e\u4f8b\u6216\u5c31\u8fd1\u533a\u57df\uff1b\n<\/li>\n<li>\u9650\u6d41\u7194\u65ad\u81ea\u52a8\u5316\uff1a\u5f53\u76ee\u6807\u670d\u52a1\u5ef6\u8fdf\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u89e6\u53d1\u7194\u65ad\u673a\u5236\uff0c\u9632\u6b62\u6545\u969c\u6269\u6563\u3002\n<\/li>\n<\/ul>\n<h4 id=\"4-\u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u7f51\u7edc\u4f18\u5316\"><strong>4. \u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u7f51\u7edc\u4f18\u5316<\/strong><\/h4>\n<ul>\n<li>\u90e8\u7f72<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u7f51\u7edc\u6027\u80fd\u76d1\u63a7<\/a>\uff08NPM\uff09\u5de5\u5177<\/strong>\uff08\u5982ThousandEyes\uff09\uff0c\u7ed8\u5236\u8de8\u4e91\u5546\u3001\u8de8\u5730\u57df\u7684\u7aef\u5230\u7aef\u8def\u5f84\u62d3\u6251\uff1b\n<\/li>\n<li>\u901a\u8fc7<strong>BGP\u8def\u7531\u4f18\u5316<\/strong>\u6216SD-WAN\u6280\u672f\uff0c\u89c4\u907f\u62e5\u585e\u8282\u70b9\uff0c\u9009\u62e9\u6700\u4f18\u4f20\u8f93\u8def\u5f84\uff1b\n<\/li>\n<li>\u5b9e\u65bd<strong>\u5ef6\u8fdf\u654f\u611f\u578b\u8c03\u5ea6<\/strong>\uff1aKubernetes\u4e2d\u57fa\u4e8e\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982RTT\uff09\u8fdb\u884cPod\u8c03\u5ea6\u3002\n<\/li>\n<\/ul>\n<h4 id=\"5-\u6570\u636e\u6a21\u578b\u7684\u667a\u80fd\u9884\u6d4b\"><strong>5. \u6570\u636e\u6a21\u578b\u7684\u667a\u80fd\u9884\u6d4b<\/strong><\/h4>\n<ul>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982LSTM\uff09\u5efa\u7acb\u5ef6\u8fdf\u9884\u6d4b\u6a21\u578b\uff0c\u9884\u5224\u9ad8\u5cf0\u65f6\u6bb5\u7684\u7f51\u7edc\u8d1f\u8f7d\uff1b\n<\/li>\n<li>\u4f7f\u7528<strong>\u6df7\u6c8c\u5de5\u7a0b<\/strong>\u6a21\u62df\u7f51\u7edc\u5206\u533a\u3001\u4e22\u5305\u7b49\u573a\u666f\uff0c\u9a8c\u8bc1\u76d1\u63a7\u544a\u8b66\u4e0e\u5bb9\u9519\u7b56\u7565\u7684\u6709\u6548\u6027\u3002\n<\/li>\n<\/ul>\n<h4 id=\"6-\u5f00\u53d1\u8005\u5de5\u5177\u94fe\u96c6\u6210\"><strong>6. \u5f00\u53d1\u8005\u5de5\u5177\u94fe\u96c6\u6210<\/strong><\/h4>\n<ul>\n<li>\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u5d4c\u5165<strong>\u7f51\u7edc\u57fa\u51c6\u6d4b\u8bd5<\/strong>\uff0c\u9632\u6b62\u4ee3\u7801\u53d8\u66f4\u5f15\u5165\u6f5c\u5728\u5ef6\u8fdf\uff1b\n<\/li>\n<li>\u63d0\u4f9b<strong>\u672c\u5730\u8c03\u8bd5\u6c99\u76d2<\/strong>\uff0c\u6a21\u62df\u4e0d\u540c\u7f51\u7edc\u6761\u4ef6\uff08\u59823G\u3001\u9ad8\u4e22\u5305\u7387\uff09\uff0c\u63d0\u524d\u66b4\u9732\u95ee\u9898\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u5de5\u5177\u94fe\u5168\u666f\u56fe-\u4ece\u5f00\u6e90\u5230\u4e91\u539f\u751f\"><strong>\u56db\u3001\u5de5\u5177\u94fe\u5168\u666f\u56fe\uff1a\u4ece\u5f00\u6e90\u5230\u4e91\u539f\u751f<\/strong><\/h3>\n<ol>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> + Grafana<\/strong>\uff1a\u901a\u8fc7Blackbox Exporter\u76d1\u63a7HTTP\/TCP\u670d\u52a1\u7684\u53ef\u7528\u6027\u4e0e\u5ef6\u8fdf\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\uff1a\u652f\u6301\u8de8\u8bed\u8a00\u94fe\u8def\u8ffd\u8e2a\uff0c\u81ea\u52a8\u751f\u6210\u670d\u52a1\u4f9d\u8d56\u62d3\u6251\u4e0e\u5ef6\u8fdf\u70ed\u529b\u56fe\uff1b\n<\/li>\n<li><strong>AWS CloudWatch Synthetics<\/strong>\uff1a\u6a21\u62df\u5168\u7403\u7528\u6237\u8bbf\u95ee\u8def\u5f84\uff0c\u751f\u6210\u591a\u5730\u7406\u7ef4\u5ea6\u7684\u5ef6\u8fdf\u62a5\u8868\uff1b\n<\/li>\n<li><strong>New Relic<\/strong>\uff1a\u7ed3\u5408APM\u4e0e\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff0c\u5b9e\u73b0\u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790\u4e0e\u7f51\u7edc\u5806\u6808\u5173\u8054\u5206\u6790\u3002\n<\/li>\n<\/ol>\n<p><em>\u6ce8\uff1a\u5de5\u5177\u9009\u578b\u9700\u5e73\u8861\u6269\u5c55\u6027\u3001\u6570\u636e\u7c92\u5ea6\u4e0e\u8fd0\u7ef4\u6210\u672c\uff0c\u907f\u514d\u201c\u76d1\u63a7\u81a8\u80c0\u201d\u3002<\/em><\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u5c55\u671b-ai\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7684\u878d\u5408\"><strong>\u4e94\u3001\u672a\u6765\u5c55\u671b\uff1aAI\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7684\u878d\u5408<\/strong><\/h3>\n<p>\u968f\u77405G\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\uff0c\u672a\u6765\u5fae\u670d\u52a1\u76d1\u63a7\u5c06\u5448\u73b0\u4e24\u5927\u8d8b\u52bf\uff1a<\/p>\n<ol>\n<li><strong>AIOps\u6df1\u5ea6\u96c6\u6210<\/strong>\uff1a\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u52a8\u6001\u8c03\u6574\u76d1\u63a7\u7b56\u7565\uff0c\u5b9e\u73b0\u4ece\u201c\u6545\u969c\u54cd\u5e94\u201d\u5230\u201c\u98ce\u9669\u9884\u9632\u201d\u7684\u8f6c\u53d8\uff1b\n<\/li>\n<li><strong>\u8fb9\u7f18\u667a\u80fd\u76d1\u63a7<\/strong>\uff1a\u5728\u9760\u8fd1\u6570\u636e\u6e90\u7684\u8fb9\u7f18\u8282\u70b9\u90e8\u7f72\u8f7b\u91cf\u7ea7\u63a2\u9488\uff0c\u7ed3\u5408\u8054\u90a6\u5b66\u4e60\u5b9e\u73b0\u4f4e\u5ef6\u8fdf\u51b3\u7b56\u3002\n<\/li>\n<\/ol>\n<p>\u5728\u8fd9\u573a\u4e0e\u7f51\u7edc\u5ef6\u8fdf\u7684\u535a\u5f08\u4e2d\uff0c\u552f\u6709\u5c06\u76d1\u63a7\u6570\u636e\u8f6c\u5316\u4e3a actionable insights\uff08\u53ef\u64cd\u4f5c\u7684\u6d1e\u5bdf\uff09\uff0c\u624d\u80fd\u8ba9\u5fae\u670d\u52a1\u67b6\u6784\u771f\u6b63\u91ca\u653e\u5176\u6f5c\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u51ed\u501f\u5176\u7075\u6d3b\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u654f\u6377\u5f00\u53d1\u7279\u6027\uff0c\u5df2\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u590d\u6742\u7cfb\u7edf\u7684\u9996\u9009\u65b9\u6848\u3002\u7136\u800c\uff0c\u968f\u7740\u670d\u52a1\u6570\u91cf\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u7f51\u7edc\u5ef6\u8fdf\u8fd9\u4e00\u201c\u9690\u5f62\u6740\u624b\u201d\u6b63\u9010\u6e10\u6210\u4e3a\u5fae\u670d\u52a1\u76d1\u63a7\u7684\u75db\u70b9\u3002\u4e00\u6b21\u63a5\u53e3\u8c03\u7528\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u82e5\u7f3a\u4e4f\u6709\u6548\u7684\u76d1\u63a7\u624b\u6bb5\uff0c\u5ef6\u8fdf\u95ee\u9898\u8f7b\u5219\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u91cd\u5219\u5f15\u53d1\u7cfb\u7edf\u7ea7\u96ea\u5d29\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u5fae\u670d\u52a1\u76d1\u63a7\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u5e76\u5316\u89e3\u7f51\u7edc\u5ef6\u8fdf\u98ce\u9669\uff0c\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u9ad8\u6548\u8fd0\u884c\u63d0\u4f9b\u6280\u672f\u4fdd\u969c\u3002 \u4e00\u3001\u7f51\u7edc\u5ef6\u8fdf\uff1a\u5fae\u670d\u52a1\u67b6\u6784\u7684\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d \u5fae\u670d\u52a1\u901a\u8fc7\u89e3\u8026\u5355\u4f53\u5e94\u7528\u4e3a\u72ec\u7acb\u670d\u52a1\uff0c\u5b9e\u73b0\u4e86\u5f00\u53d1\u6548\u7387\u7684\u63d0\u5347\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u5206\u5e03\u5f0f\u7cfb\u7edf\u56fa\u6709\u7684\u590d\u6742\u6027\u3002\u7f51\u7edc\u901a\u4fe1\u4f5c\u4e3a\u670d\u52a1\u95f4\u4ea4\u4e92\u7684\u6838\u5fc3\u9014\u5f84\uff0c\u5176\u5ef6\u8fdf\u6ce2\u52a8\u53ef\u80fd\u5f15\u53d1\u8fde\u9501\u53cd\u5e94\uff1a \u6027\u80fd\u74f6\u9888\uff1a\u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u89e6\u53d1\u591a\u4e2a\u670d\u52a1\u8c03\u7528\uff0c\u82e5\u67d0\u4e2a\u8282\u70b9\u5ef6\u8fdf\u6fc0\u589e\uff0c\u6574\u4f53\u54cd\u5e94\u65f6\u95f4\u5c06\u5448\u6307\u6570\u7ea7\u6076\u5316\uff1b \u7528\u6237\u4f53\u9a8c\u6ed1\u5761\uff1a\u7814\u7a76\u8868\u660e\uff0c\u7f51\u9875\u52a0\u8f7d\u65f6\u95f4\u6bcf\u589e\u52a01\u79d2\uff0c\u7528\u6237\u6d41\u5931\u7387\u4e0a\u53477%\uff1b \u7cfb\u7edf\u7a33\u5b9a\u6027\u98ce\u9669\uff1a\u9ad8\u5ef6\u8fdf\u53ef\u80fd\u63a9\u76d6\u670d\u52a1\u5f02\u5e38\uff0c\u5bfc\u81f4\u8d85\u65f6\u91cd\u8bd5\u3001\u8d44\u6e90\u8017\u5c3d\u751a\u81f3\u7ea7\u8054\u6545\u969c\u3002 \u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u56e0\u4f9d\u8d56\u7684\u652f\u4ed8\u7f51\u5173\u51fa\u73b0\u7f51\u7edc\u6296\u52a8\uff0c\u672a\u53ca\u65f6\u7194\u65ad\uff0c\u6700\u7ec8\u5f15\u53d1\u5e93\u5b58\u670d\u52a1\u7ebf\u7a0b\u963b\u585e\uff0c\u9020\u6210\u6838\u5fc3\u4ea4\u6613\u94fe\u8def\u762b\u75ea\u3002 \u4e8c\u3001\u5fae\u670d\u52a1\u76d1\u63a7\u5e94\u5bf9\u5ef6\u8fdf\u7684\u56db\u5927\u6838\u5fc3\u6311\u6218 \u8981\u6709\u6548\u6cbb\u7406\u7f51\u7edc\u5ef6\u8fdf\uff0c\u9700\u5148\u5398\u6e05\u76d1\u63a7\u4f53\u7cfb\u7684\u8584\u5f31\u73af\u8282\uff1a \u6570\u636e\u91c7\u96c6\u7684\u65f6\u6548\u6027\uff1a\u4f20\u7edf\u65e5\u5fd7\u805a\u5408\u65b9\u5f0f\u96be\u4ee5\u6355\u6349\u6beb\u79d2\u7ea7\u5ef6\u8fdf\u6ce2\u52a8\uff1b \u94fe\u8def\u8ffd\u8e2a\u7684\u5b8c\u6574\u6027\uff1a\u8de8\u670d\u52a1\u3001\u8de8\u6570\u636e\u4e2d\u5fc3\u7684\u8c03\u7528\u8def\u5f84\u82e5\u5b58\u5728\u76d1\u63a7\u76f2\u533a\uff0c\u5c06\u5bfc\u81f4\u6839\u56e0\u5b9a\u4f4d\u56f0\u96be\uff1b \u52a8\u6001\u73af\u5883\u7684\u9002\u5e94\u6027\uff1a\u5bb9\u5668\u5316\u90e8\u7f72\u4e0b\uff0c\u670d\u52a1\u5b9e\u4f8b\u7684\u5f39\u6027\u6269\u7f29\u5bb9\u8981\u6c42\u76d1\u63a7\u5de5\u5177\u5b9e\u65f6\u611f\u77e5\u62d3\u6251\u53d8\u5316\uff1b \u8de8\u533a\u57df\u7f51\u7edc\u7684\u53ef\u89c1\u6027\uff1a\u5168\u7403\u5316\u4e1a\u52a1\u4e2d\uff0c\u8de8\u56fd\u4e13\u7ebf\u6216\u516c\u7f51\u4f20\u8f93\u7684\u5ef6\u8fdf\u5dee\u5f02\u9700\u88ab\u91cf\u5316\u5206\u6790\u3002 \u201c\u76d1\u63a7\u4e0d\u662f\u76ee\u7684\uff0c\u800c\u662f\u624b\u6bb5\u3002\u201d \u53ea\u6709\u5c06\u8fd9\u4e9b\u6311\u6218\u8f6c\u5316\u4e3a\u6280\u672f\u8bbe\u8ba1\u539f\u5219\uff0c\u624d\u80fd\u6784\u5efa\u771f\u6b63\u6709\u6548\u7684\u5ef6\u8fdf\u6cbb\u7406\u4f53\u7cfb\u3002 \u4e09\u3001\u7834\u5c40\u4e4b\u9053\uff1a\u4ece\u76d1\u63a7\u5230\u6cbb\u7406\u7684\u516d\u5c42\u7b56\u7565 1. \u6784\u5efa\u5168\u94fe\u8def\u5b9e\u65f6\u76d1\u63a7\u7f51\u7edc \u6307\u6807\u57cb\u70b9\u7cbe\u7ec6\u5316\uff1a\u5728HTTP\/gRPC\u5ba2\u6237\u7aef\u5d4c\u5165\u63a2\u9488\uff0c\u91c7\u96c6\u8fde\u63a5\u65f6\u95f4\u3001\u9996\u5b57\u8282\u65f6\u95f4\uff08TTFB\uff09\u3001\u541e\u5410\u91cf\u7b49\u9ec4\u91d1\u6307\u6807\uff1b \u534f\u8bae\u5c42\u4f18\u5316\uff1a\u901a\u8fc7*TCP BBR\u7b97\u6cd5*\u81ea\u9002\u5e94\u8c03\u6574\u62e5\u585e\u7a97\u53e3\uff0c\u964d\u4f4e\u957f\u8ddd\u79bb\u4f20\u8f93\u7684\u5ef6\u8fdf\u6ce2\u52a8\uff1b \u8fb9\u7f18\u8282\u70b9\u90e8\u7f72\uff1a\u5229\u7528CDN\u6216\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u7f29\u77ed\u6570\u636e\u4f20\u8f93\u8def\u5f84\uff0c\u51cf\u5c11\u516c\u7f51\u8df3\u6570\u3002 2. \u5168\u94fe\u8def\u8ffd\u8e2a\u4e0e\u62d3\u6251\u53ef\u89c6\u5316 \u91c7\u7528OpenTelemetry\u6807\u51c6\u96c6\u6210\u8ffd\u8e2a\u6570\u636e\uff0c\u7ed3\u5408Jaeger\u3001Zipkin\u7b49\u5de5\u5177\u7ed8\u5236\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff1b \u901a\u8fc7*\u706b\u7130\u56fe*\u5b9a\u4f4d\u9ad8\u5ef6\u8fdf\u70ed\u70b9\uff0c\u533a\u5206\u4ee3\u7801\u903b\u8f91\u8017\u65f6\u4e0e\u7f51\u7edc\u7b49\u5f85\u65f6\u95f4\uff1b 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\u90e8\u7f72\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\uff08NPM\uff09\u5de5\u5177\uff08\u5982ThousandEyes\uff09\uff0c\u7ed8\u5236\u8de8\u4e91\u5546\u3001\u8de8\u5730\u57df\u7684\u7aef\u5230\u7aef\u8def\u5f84\u62d3\u6251\uff1b \u901a\u8fc7BGP\u8def\u7531\u4f18\u5316\u6216SD-WAN\u6280\u672f\uff0c\u89c4\u907f\u62e5\u585e\u8282\u70b9\uff0c\u9009\u62e9\u6700\u4f18\u4f20\u8f93\u8def\u5f84\uff1b \u5b9e\u65bd\u5ef6\u8fdf\u654f\u611f\u578b\u8c03\u5ea6\uff1aKubernetes\u4e2d\u57fa\u4e8e\u81ea\u5b9a\u4e49\u6307\u6807\uff08\u5982RTT\uff09\u8fdb\u884cPod\u8c03\u5ea6\u3002 5. \u6570\u636e\u6a21\u578b\u7684\u667a\u80fd\u9884\u6d4b \u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982LSTM\uff09\u5efa\u7acb\u5ef6\u8fdf\u9884\u6d4b\u6a21\u578b\uff0c\u9884\u5224\u9ad8\u5cf0\u65f6\u6bb5\u7684\u7f51\u7edc\u8d1f\u8f7d\uff1b 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