{"id":33833,"date":"2025-03-07T11:16:29","date_gmt":"2025-03-07T03:16:29","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33833"},"modified":"2025-03-07T11:16:29","modified_gmt":"2025-03-07T03:16:29","slug":"%e5%a6%82%e4%bd%95%e5%88%a9%e7%94%a8%e4%ba%91%e5%8e%9f%e7%94%9fnpm%e5%ae%9e%e7%8e%b0%e8%87%aa%e5%8a%a8%e5%8c%96%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33833.html","title":{"rendered":"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751fNPM\u5b9e\u73b0\u81ea\u52a8\u5316\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/vjn4pIp9.jpg\" alt=\"\u5982\u4f55\u5229\u7528\u4e91\u539f\u751fNPM\u5b9e\u73b0\u81ea\u52a8\u5316\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u8d85\u8fc778%\u7684\u4f01\u4e1a\u5df2\u91c7\u7528\u4e91\u539f\u751f\u67b6\u6784\u91cd\u6784IT\u57fa\u7840\u8bbe\u65bd\uff0c\u4f46\u5176\u4e2d43%\u7684\u56e2\u961f\u5766\u8a00<strong>\u201c\u76d1\u63a7\u76f2\u533a\u201d\u5df2\u6210\u4e3a\u4e91\u73af\u5883\u8fd0\u7ef4\u7684\u6700\u5927\u75db\u70b9<\/strong>\u3002\u5f53\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u8ba9\u5e94\u7528\u8fed\u4ee3\u901f\u5ea6\u63d0\u5347300%\u7684\u540c\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5374\u96be\u4ee5\u6355\u6349\u52a8\u6001\u53d8\u5316\u7684\u670d\u52a1\u62d3\u6251\u3002\u8fd9\u6b63\u662f<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fNPM<\/a>\uff08Network Performance Monitoring\uff09<\/strong>\u7684\u4ef7\u503c\u6240\u5728\u2014\u2014\u5b83\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u76d1\u63a7\u7ef4\u5ea6\uff0c\u66f4\u901a\u8fc7\u81ea\u52a8\u5316\u673a\u5236\u8ba9\u8fd0\u7ef4\u56e2\u961f\u5728\u4e07\u7ea7\u5b9e\u4f8b\u89c4\u6a21\u4e0b\u4ecd\u80fd\u4fdd\u6301\u638c\u63a7\u529b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4e91\u539f\u751f\u73af\u5883\u4e3a\u4f55\u9700\u8981\u91cd\u6784\u76d1\u63a7\u4f53\u7cfb\">\u4e00\u3001\u4e91\u539f\u751f\u73af\u5883\u4e3a\u4f55\u9700\u8981\u91cd\u6784\u76d1\u63a7\u4f53\u7cfb<\/h3>\n<p>\u5728\u5bb9\u5668\u7f16\u6392\u5e73\u53f0\u6bcf\u5929\u8c03\u5ea6\u6570\u5343Pod\u7684\u5178\u578b\u573a\u666f\u4e2d\uff0c\u4f20\u7edf\u76d1\u63a7\u65b9\u6848\u9762\u4e34\u4e09\u91cd\u6311\u6218\uff1a<strong>\u670d\u52a1\u53d1\u73b0\u6ede\u540e<\/strong>\u5bfc\u81f4\u65b0\u5b9e\u4f8b\u6210\u4e3a\u76d1\u63a7\u76f2\u533a\uff0c<strong>\u6307\u6807\u7ef4\u5ea6\u5355\u4e00<\/strong>\u96be\u4ee5\u53cd\u6620\u5206\u5e03\u5f0f\u94fe\u8def\u771f\u5b9e\u72b6\u6001\uff0c<strong>\u544a\u8b66\u98ce\u66b4<\/strong>\u5728\u5f39\u6027\u6269\u7f29\u5bb9\u65f6\u9891\u7e41\u89e6\u53d1\u3002\u67d0\u7535\u5546\u5e73\u53f0\u57282023\u5e74\u201c\u53cc\u5341\u4e00\u201d\u671f\u95f4\u5c31\u66fe\u56e0\u672a\u80fd\u53ca\u65f6\u611f\u77e5\u8fb9\u7f18\u8282\u70b9\u5ef6\u8fdf\uff0c\u5bfc\u81f4\u4fc3\u9500\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf\u6fc0\u589e47%\u3002<\/p>\n<p><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fNPM<\/a>\u7684\u7a81\u7834\u6027\u5728\u4e8e<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u52a8\u6001\u670d\u52a1\u53d1\u73b0<\/strong>\uff1a\u4e0eKubernetes API\u5b9e\u65f6\u540c\u6b65\uff0c\u81ea\u52a8\u8bc6\u522b\u65b0\u90e8\u7f72\u7684Service\/Deployment\n<\/li>\n<li><strong>\u5168\u6808\u6307\u6807\u878d\u5408<\/strong>\uff1a\u4eceCNI\u63d2\u4ef6\u6d41\u91cf\u5230Service Mesh\u7684Envoy\u4ee3\u7406\uff0c\u6784\u5efa\u56db\u5c42\uff08\u4f20\u8f93\u5c42\uff09\u5230\u4e03\u5c42\uff08\u5e94\u7528\u5c42\uff09\u7684\u5b8c\u6574\u76d1\u63a7\u6808\n<\/li>\n<li><strong>\u62d3\u6251\u81ea\u6d4b\u7ed8<\/strong>\uff1a\u57fa\u4e8eeBPF\u6280\u672f\u65e0\u4fb5\u5165\u5f0f\u7ed8\u5236\u5b9e\u65f6\u670d\u52a1\u4f9d\u8d56\u56fe\uff0c\u51c6\u786e\u7387\u6bd4\u4f20\u7edfSNMP\u63d0\u534782%\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e8c-\u6784\u5efa\u81ea\u52a8\u5316\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u6a21\u5757\">\u4e8c\u3001\u6784\u5efa\u81ea\u52a8\u5316\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u6a21\u5757<\/h3>\n<h4 id=\"1-\u667a\u80fd\u63a2\u9488\u90e8\u7f72\u7cfb\u7edf\">1. <strong>\u667a\u80fd\u63a2\u9488\u90e8\u7f72\u7cfb\u7edf<\/strong><\/h4>\n<p>\u5728\u6df7\u5408\u4e91\u73af\u5883\u4e2d\uff0c\u901a\u8fc7Operator\u6a21\u5f0f\u81ea\u52a8\u90e8\u7f72\u8f7b\u91cf\u5316\u91c7\u96c6\u5668\u3002\u5f53\u68c0\u6d4b\u5230\u65b0\u7684\u547d\u540d\u7a7a\u95f4\u521b\u5efa\u65f6\uff0c\u7cfb\u7edf\u4f1a\u572830\u79d2\u5185\u5b8c\u6210\uff1a<\/p>\n<ul>\n<li>\u5bb9\u5668\u5185eBPF\u63a2\u9488\u6ce8\u5165\n<\/li>\n<li><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a> Exporter\u914d\u7f6e\n<\/li>\n<li>\u65e5\u5fd7\u91c7\u96c6Sidecar\u6302\u8f7d<br \/>\n\u8fd9\u4f7f\u76d1\u63a7\u8986\u76d6\u7387\u4ece\u4eba\u5de5\u90e8\u7f72\u768465%\u63d0\u5347\u81f399.8%\uff0c\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u501f\u6b64\u5c06\u6545\u969c\u53d1\u73b0\u5e73\u5747\u65f6\u95f4\u7f29\u77ed\u81f311\u79d2\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u591a\u7ef4\u6307\u6807\u5173\u8054\u5206\u6790\u5f15\u64ce\">2. <strong>\u591a\u7ef4\u6307\u6807\u5173\u8054\u5206\u6790\u5f15\u64ce<\/strong><\/h4>\n<p>\u5178\u578b\u7684\u6307\u6807\u5173\u8054\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u9ec4\u91d1\u6307\u6807\u7ec4\u5408<\/strong>\uff1a\u5c06\u5ef6\u8fdf\uff08Latency\uff09\u3001\u6d41\u91cf\uff08Traffic\uff09\u3001\u9519\u8bef\uff08Errors\uff09\u3001\u9971\u548c\u5ea6\uff08Saturation\uff09\u8fdb\u884c\u52a0\u6743\u8ba1\u7b97\n<\/li>\n<li><strong>\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u5f53P99\u5ef6\u8fdf\u4e0a\u5347\u65f6\uff0c\u81ea\u52a8\u5173\u8054\u5bf9\u5e94\u8282\u70b9\u7684CPU Throttling\u4e8b\u4ef6\n<\/li>\n<li><strong>\u8de8\u5c42\u8ffd\u8e2a<\/strong>\uff1a\u5c06TCP\u91cd\u4f20\u7387\u5f02\u5e38\u4e0e\u670d\u52a1\u5c42\u7684503\u9519\u8bef\u7801\u51fa\u73b0\u9891\u7387\u8fdb\u884c\u65f6\u5e8f\u5bf9\u9f50\n<\/li>\n<\/ul>\n<h4 id=\"3-\u81ea\u9002\u5e94\u57fa\u7ebf\u544a\u8b66\u7cfb\u7edf\">3. <strong>\u81ea\u9002\u5e94\u57fa\u7ebf\u544a\u8b66\u7cfb\u7edf<\/strong><\/h4>\n<p>\u4f20\u7edf\u9759\u6001\u9608\u503c\u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\u4f1a\u4ea7\u751f87%\u7684\u8bef\u62a5\uff0c\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5\u901a\u8fc7\uff1a<\/p>\n<ul>\n<li>\u6309\u670d\u52a1\u7c7b\u578b\u81ea\u52a8\u5212\u5206\u5b66\u4e60\u5468\u671f\uff08Web\u670d\u52a1\u6309\u5c0f\u65f6\u7c92\u5ea6\uff0c\u6279\u5904\u7406\u4efb\u52a1\u6309\u5929\u7c92\u5ea6\uff09\n<\/li>\n<li>\u5f15\u5165Holt-Winters\u4e09\u91cd\u6307\u6570\u5e73\u6ed1\u9884\u6d4b\u6b63\u5e38\u6ce2\u52a8\u533a\u95f4\n<\/li>\n<li>\u5bf9\u5468\u671f\u6027\u6ce2\u52a8\uff08\u5982\u6574\u70b9\u5b9a\u65f6\u4efb\u52a1\uff09\u8fdb\u884c\u76f8\u4f4d\u6821\u51c6<br \/>\n\u67d0\u89c6\u9891\u5e73\u53f0\u5e94\u7528\u8be5\u65b9\u6848\u540e\uff0c\u544a\u8b66\u6709\u6548\u6027\u4ece12%\u63d0\u5347\u81f368%\u3002\n<\/li>\n<\/ul>\n<h4 id=\"4-\u95ed\u73af\u4fee\u590d\u5de5\u4f5c\u6d41\">4. <strong>\u95ed\u73af\u4fee\u590d\u5de5\u4f5c\u6d41<\/strong><\/h4>\n<p>\u81ea\u52a8\u5316\u76d1\u63a7\u7684\u7ec8\u6781\u76ee\u6807\u662f\u5b9e\u73b0\u81ea\u6108\uff0c\u5173\u952e\u6b65\u9aa4\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\u6839\u56e0\u5b9a\u4f4d\uff1a\u57fa\u4e8e\u670d\u52a1\u62d3\u6251\u8fdb\u884c\u6545\u969c\u4f20\u64ad\u94fe\u5206\u6790\n<\/li>\n<li>\u5f71\u54cd\u8bc4\u4f30\uff1a\u7ed3\u5408SLI\/SLO\u8ba1\u7b97\u4e1a\u52a1\u5f71\u54cd\u5ea6\n<\/li>\n<li>\u9884\u6848\u6267\u884c\uff1a\u901a\u8fc7Argo Rollouts\u81ea\u52a8\u56de\u6eda\u5f02\u5e38\u7248\u672c\n<\/li>\n<li>\u77e5\u8bc6\u6c89\u6dc0\uff1a\u5c06\u5904\u7f6e\u8fc7\u7a0b\u8f6c\u5316\u4e3aRunbook\u4f9b\u540e\u7eed\u53c2\u8003\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u4e94\u5927\u4f18\u5316\u7b56\u7565\">\u4e09\u3001\u843d\u5730\u5b9e\u8df5\u4e2d\u7684\u4e94\u5927\u4f18\u5316\u7b56\u7565<\/h3>\n<ol>\n<li>\n<p><strong>\u91c7\u96c6\u5668\u8d44\u6e90\u63a7\u5236<\/strong><br \/>\n\u5728DaemonSet\u90e8\u7f72\u6a21\u5f0f\u4e0b\uff0c\u901a\u8fc7cgroup\u9650\u5236\u5355\u4e2a\u63a2\u9488\u7684CPU\u5360\u7528\u4e0d\u8d85\u8fc70.5\u6838\uff0c\u5185\u5b58\u4e0d\u8d85\u8fc7150MB\u3002\u5bf9\u4e8eJava\u5e94\u7528\uff0c\u4f18\u5148\u9009\u7528\u57fa\u4e8eJMX\u7684\u6307\u6807\u66b4\u9732\u65b9\u6848\uff0c\u907f\u514d\u8fc7\u591aSidecar\u5e26\u6765\u7684\u8d44\u6e90\u635f\u8017\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6307\u6807\u964d\u91c7\u6837\u7b56\u7565<\/strong><br \/>\n\u539f\u59cb\u6570\u636e\u4fdd\u7559\u5468\u671f\u8bbe\u4e3a24\u5c0f\u65f6\uff08\u5b58\u50a8\u5468\u671f15\u79d2\uff09\uff0c\u4e2d\u671f\u6570\u636e\uff085\u5206\u949f\u7c92\u5ea6\uff09\u4fdd\u75597\u5929\uff0c\u957f\u671f\u805a\u5408\u6570\u636e\uff081\u5c0f\u65f6\u7c92\u5ea6\uff09\u4fdd\u7559180\u5929\u3002\u8fd9\u4f7f\u5b58\u50a8\u6210\u672c\u964d\u4f4e73%\u7684\u540c\u65f6\uff0c\u4ecd\u6ee1\u8db3\u6545\u969c\u56de\u6eaf\u9700\u6c42\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u8de8\u96c6\u7fa4\u76d1\u63a7\u7edf\u4e00<\/strong><br \/>\n\u5f53\u91c7\u7528\u591a\u96c6\u7fa4\u67b6\u6784\u65f6\uff0c\u901a\u8fc7Thanos\u6216VictoriaMetrics\u5b9e\u73b0\u5168\u5c40\u67e5\u8be2\u5c42\u3002\u5173\u952e\u914d\u7f6e\u5305\u62ec\uff1a<\/p>\n<\/li>\n<\/ol>\n<pre><code class=\"language-yaml\">global:  \r\nexternal_labels:  \r\ncluster: &quot;prod-us-east&quot;  \r\nregion: &quot;america&quot;  \r\n<\/code><\/pre>\n<ol>\n<li>\n<p><strong>\u5b89\u5168\u5ba1\u8ba1\u589e\u5f3a<\/strong><br \/>\n\u5728\u91c7\u96c6\u654f\u611f\u4e1a\u52a1\u6307\u6807\u65f6\uff0c\u5e94\u542f\u7528mTLS\u53cc\u5411\u8ba4\u8bc1\uff0c\u5e76\u5bf9PII\uff08\u4e2a\u4eba\u8eab\u4efd\u4fe1\u606f\uff09\u5b57\u6bb5\u8fdb\u884c\u6a21\u7cca\u5316\u5904\u7406\u3002\u5efa\u8bae\u9075\u5faaGDPR\u6807\u51c6\uff0c\u5728\u65e5\u5fd7\u6d41\u6c34\u7ebf\u4e2d\u81ea\u52a8\u8fc7\u6ee4\u4fe1\u7528\u5361\u53f7\u3001\u624b\u673a\u53f7\u7b49\u654f\u611f\u4fe1\u606f\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6210\u672c\u6548\u76ca\u5206\u6790\u6a21\u578b<\/strong><br \/>\n\u5efa\u7acb\u76d1\u63a7ROI\u8ba1\u7b97\u516c\u5f0f\uff1a<br \/>\n<code>\u76d1\u63a7\u4ef7\u503c = (MTTR\u964d\u4f4e\u65f6\u957f \u00d7 \u6545\u969c\u5e73\u5747\u635f\u5931) - (\u5b58\u50a8\u6210\u672c + \u8ba1\u7b97\u8d44\u6e90\u6210\u672c)<\/code><br \/>\n\u67d0\u7269\u6d41\u5e73\u53f0\u901a\u8fc7\u8be5\u6a21\u578b\u4f18\u5316\u6307\u6807\u91c7\u96c6\u9891\u7387\uff0c\u5b9e\u73b0\u5e74\u5ea6\u8fd0\u7ef4\u6210\u672c\u8282\u7ea6240\u4e07\u7f8e\u5143\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u9762\u5411\u672a\u6765\u7684\u6280\u672f\u6f14\u8fdb\">\u56db\u3001\u9762\u5411\u672a\u6765\u7684\u6280\u672f\u6f14\u8fdb<\/h3>\n<p>\u968f\u7740\u670d\u52a1\u7f51\u683c\u7684\u666e\u53ca\uff0c<strong>\u4e91\u539f\u751fNPM\u6b63\u5448\u73b0\u51fa\u4e09\u5927\u8d8b\u52bf<\/strong>\uff1a<\/p>\n<ol>\n<li><strong>\u65e0\u4ee3\u7801\u5316\u914d\u7f6e<\/strong>\uff1a\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u89c4\u8303\u5b9e\u73b0\u6307\u6807\/\u65e5\u5fd7\/\u8ffd\u8e2a\u7684\u81ea\u52a8\u5173\u8054\n<\/li>\n<li><strong>AIOps\u6df1\u5ea6\u6574\u5408<\/strong>\uff1a\u5229\u7528GNN\uff08\u56fe\u795e\u7ecf\u7f51\u7edc\uff09\u9884\u6d4b\u6f5c\u5728\u7684\u62d3\u6251\u6545\u969c\u94fe\n<\/li>\n<li><strong>\u8fb9\u7f18\u667a\u80fd<\/strong>\uff1a\u5728\u8fb9\u7f18\u8282\u70b9\u90e8\u7f72\u8f7b\u91cf\u5316\u63a8\u7406\u6a21\u578b\uff0c\u5b9e\u73b0\u672c\u5730\u5316\u5f02\u5e38\u68c0\u6d4b\n<\/li>\n<\/ol>\n<p>\u67d0\u81ea\u52a8\u9a7e\u9a76\u516c\u53f8\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u5728\u8fb9\u7f18\u7f51\u5173\u96c6\u6210LSTM\u9884\u6d4b\u6a21\u578b\u540e\uff0c\u7f51\u7edc\u6296\u52a8\u68c0\u6d4b\u51c6\u786e\u7387\u63d0\u5347\u81f391%\uff0c\u800c\u4e91\u7aef\u6570\u636e\u4f20\u8f93\u91cf\u51cf\u5c1164%\u3002\u8fd9\u5370\u8bc1\u4e86<strong>\u81ea\u52a8\u5316\u76d1\u63a7\u6b63\u5728\u4ece\u201c\u4e8b\u540e\u54cd\u5e94\u201d\u5411\u201c\u4e8b\u524d\u9884\u9632\u201d\u8fdb\u5316<\/strong>\u7684\u6280\u672f\u8def\u7ebf\u3002<\/p>\n<p>\u5f53Kubernetes\u96c6\u7fa4\u89c4\u6a21\u7a81\u7834\u4e07\u8282\u70b9\u65f6\uff0c\u552f\u6709\u901a\u8fc7\u4e91\u539f\u751fNPM\u6784\u5efa\u667a\u80fd\u611f\u77e5\u7f51\u7edc\uff0c\u624d\u80fd\u8ba9\u8fd0\u7ef4\u56e2\u961f\u5728\u6df7\u6c8c\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u4fdd\u6301\u6e05\u6670\u7684\u89c6\u91ce\u2014\u2014\u8fd9\u4e0d\u4ec5\u662f\u6280\u672f\u5347\u7ea7\uff0c\u66f4\u662f\u6570\u5b57\u5316\u65f6\u4ee3\u7684\u4f01\u4e1a\u751f\u5b58\u6cd5\u5219\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u8d85\u8fc778%\u7684\u4f01\u4e1a\u5df2\u91c7\u7528\u4e91\u539f\u751f\u67b6\u6784\u91cd\u6784IT\u57fa\u7840\u8bbe\u65bd\uff0c\u4f46\u5176\u4e2d43%\u7684\u56e2\u961f\u5766\u8a00\u201c\u76d1\u63a7\u76f2\u533a\u201d\u5df2\u6210\u4e3a\u4e91\u73af\u5883\u8fd0\u7ef4\u7684\u6700\u5927\u75db\u70b9\u3002\u5f53\u5fae\u670d\u52a1\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u8ba9\u5e94\u7528\u8fed\u4ee3\u901f\u5ea6\u63d0\u5347300%\u7684\u540c\u65f6\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5374\u96be\u4ee5\u6355\u6349\u52a8\u6001\u53d8\u5316\u7684\u670d\u52a1\u62d3\u6251\u3002\u8fd9\u6b63\u662f\u4e91\u539f\u751fNPM\uff08Network Performance Monitoring\uff09\u7684\u4ef7\u503c\u6240\u5728\u2014\u2014\u5b83\u4e0d\u4ec5\u91cd\u65b0\u5b9a\u4e49\u4e86\u76d1\u63a7\u7ef4\u5ea6\uff0c\u66f4\u901a\u8fc7\u81ea\u52a8\u5316\u673a\u5236\u8ba9\u8fd0\u7ef4\u56e2\u961f\u5728\u4e07\u7ea7\u5b9e\u4f8b\u89c4\u6a21\u4e0b\u4ecd\u80fd\u4fdd\u6301\u638c\u63a7\u529b\u3002 \u4e00\u3001\u4e91\u539f\u751f\u73af\u5883\u4e3a\u4f55\u9700\u8981\u91cd\u6784\u76d1\u63a7\u4f53\u7cfb 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API\u5b9e\u65f6\u540c\u6b65\uff0c\u81ea\u52a8\u8bc6\u522b\u65b0\u90e8\u7f72\u7684Service\/Deployment \u5168\u6808\u6307\u6807\u878d\u5408\uff1a\u4eceCNI\u63d2\u4ef6\u6d41\u91cf\u5230Service Mesh\u7684Envoy\u4ee3\u7406\uff0c\u6784\u5efa\u56db\u5c42\uff08\u4f20\u8f93\u5c42\uff09\u5230\u4e03\u5c42\uff08\u5e94\u7528\u5c42\uff09\u7684\u5b8c\u6574\u76d1\u63a7\u6808 \u62d3\u6251\u81ea\u6d4b\u7ed8\uff1a\u57fa\u4e8eeBPF\u6280\u672f\u65e0\u4fb5\u5165\u5f0f\u7ed8\u5236\u5b9e\u65f6\u670d\u52a1\u4f9d\u8d56\u56fe\uff0c\u51c6\u786e\u7387\u6bd4\u4f20\u7edfSNMP\u63d0\u534782% \u4e8c\u3001\u6784\u5efa\u81ea\u52a8\u5316\u76d1\u63a7\u7684\u56db\u5927\u6838\u5fc3\u6a21\u5757 1. \u667a\u80fd\u63a2\u9488\u90e8\u7f72\u7cfb\u7edf 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