{"id":37170,"date":"2025-04-18T10:55:33","date_gmt":"2025-04-18T02:55:33","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37170"},"modified":"2025-04-18T10:55:33","modified_gmt":"2025-04-18T02:55:33","slug":"%e6%9c%8d%e5%8a%a1%e8%b0%83%e7%94%a8%e9%93%be%e7%9a%84%e6%80%a7%e8%83%bd%e8%b0%83%e4%bc%98%e6%9c%89%e5%93%aa%e4%ba%9b%e5%b8%b8%e8%a7%81%e7%ad%96%e7%95%a5%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37170.html","title":{"rendered":"\u670d\u52a1\u8c03\u7528\u94fe\u7684\u6027\u80fd\u8c03\u4f18\u6709\u54ea\u4e9b\u5e38\u89c1\u7b56\u7565\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/M9rMt.jpg\" alt=\"\u670d\u52a1\u8c03\u7528\u94fe\u7684\u6027\u80fd\u8c03\u4f18\u6709\u54ea\u4e9b\u5e38\u89c1\u7b56\u7565\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e3b\u5bfc\u7684\u6570\u5b57\u5316\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u6b63\u4ee5\u6307\u6570\u7ea7\u6500\u5347\u3002\u4e00\u6b21\u7b80\u5355\u7684\u7528\u6237\u767b\u5f55\u8bf7\u6c42\uff0c\u53ef\u80fd\u8de8\u8d8a6\u4e2a\u5fae\u670d\u52a1\u3001\u8c03\u752815\u4e2a\u63a5\u53e3\u3001\u6d89\u53ca20\u6b21\u6570\u636e\u5e93\u67e5\u8be2\u3002Gartner\u8c03\u7814\u663e\u793a\uff0c\u8fd9\u79cd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u7684\u5c42\u7ea7\u5d4c\u5957\uff0c\u5bfc\u81f4\u4f01\u4e1a\u7cfb\u7edf\u6027\u80fd\u635f\u8017\u5e73\u5747\u589e\u52a040%\uff0c\u6545\u969c\u6392\u67e5\u65f6\u95f4\u5ef6\u957f3\u500d\u4ee5\u4e0a\u3002\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u6784\u5efa\u9ad8\u6548\u53ef\u9760\u7684\u670d\u52a1\u8c03\u7528\u7f51\u7edc\uff0c\u5df2\u6210\u4e3a\u5206\u5e03\u5f0f\u67b6\u6784\u4f18\u5316\u7684\u6838\u5fc3\u547d\u9898\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a-\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u4e0a\u5e1d\u89c6\u89d2\">\u4e00\u3001<strong>\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff1a\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u4e0a\u5e1d\u89c6\u89d2<\/strong><\/h3>\n<p>\u5efa\u7acb\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u76d1\u63a7\u4f53\u7cfb\u662f\u6027\u80fd\u8c03\u4f18\u7684\u57fa\u77f3\u3002\u901a\u8fc7<strong>SkyWalking\u3001Zipkin<\/strong>\u7b49\u5de5\u5177\u5b9e\u65bd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff0c\u53ef\u7cbe\u786e\u6355\u83b7\u6bcf\u4e2a\u670d\u52a1\u8282\u70b9\u7684\u8017\u65f6\u5360\u6bd4\u3002\u67d0\u7535\u5546\u5e73\u53f0\u7684\u6570\u636e\u663e\u793a\uff0c\u5728\u8ba2\u5355\u521b\u5efa\u94fe\u8def\u4e2d\uff0c<strong>\u5e93\u5b58\u6821\u9a8c\u670d\u52a1<\/strong>\u7684\u54cd\u5e94\u65f6\u95f4\u5360\u603b\u8017\u65f6\u768468%\uff0c\u8fd9\u4e00\u53d1\u73b0\u76f4\u63a5\u63a8\u52a8\u56e2\u961f\u5bf9\u8be5\u670d\u52a1\u8fdb\u884c\u7ebf\u7a0b\u6c60\u4f18\u5316\uff0c\u4f7f\u6574\u4f53\u54cd\u5e94\u65f6\u95f4\u4e0b\u964d42%\u3002<\/p>\n<p>\u5173\u952e\u6307\u6807\u5e94\u5305\u542b\uff1a<\/p>\n<ul>\n<li><strong>Span\u8017\u65f6\u5206\u5e03<\/strong>\uff08\u6570\u636e\u5e93\u64cd\u4f5c\u5360\u6bd4\u3001RPC\u8c03\u7528\u65f6\u957f\uff09\n<\/li>\n<li><strong>\u5f02\u5e38\u4f20\u64ad\u8def\u5f84<\/strong>\uff08\u9519\u8bef\u4ee3\u7801\u7684\u7ea7\u8054\u5f71\u54cd\u8303\u56f4\uff09\n<\/li>\n<li><strong>\u8d44\u6e90\u6d88\u8017\u70ed\u529b\u56fe<\/strong>\uff08CPU\/\u5185\u5b58\u7684\u5f02\u5e38\u6ce2\u52a8\u8282\u70b9\uff09\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e8c-\u670d\u52a1\u4f9d\u8d56\u6cbb\u7406-\u5207\u65ad\u6027\u80fd\u8870\u51cf\u7684\u4f20\u5bfc\u94fe\">\u4e8c\u3001<strong>\u670d\u52a1\u4f9d\u8d56\u6cbb\u7406\uff1a\u5207\u65ad\u6027\u80fd\u8870\u51cf\u7684\u4f20\u5bfc\u94fe<\/strong><\/h3>\n<p>\u590d\u6742\u7684\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\u5e38\u5f15\u53d1&rdquo;\u96ea\u5d29\u6548\u5e94&rdquo;\u3002\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e0\u652f\u4ed8\u670d\u52a1\u8fc7\u5ea6\u4f9d\u8d56\u98ce\u63a7\u670d\u52a1\uff0c\u5728\u6d41\u91cf\u9ad8\u5cf0\u65f6\u89e6\u53d1\u7ea7\u8054\u8d85\u65f6\u3002\u901a\u8fc7<strong>\u670d\u52a1\u4f9d\u8d56\u5206\u6790\u5de5\u5177<\/strong>\uff0c\u53ef\u7ed8\u5236\u8c03\u7528\u62d3\u6251\u56fe\uff0c\u8bc6\u522b<strong>\u5173\u952e\u8def\u5f84\u4f9d\u8d56<\/strong>\u4e0e<strong>\u5197\u4f59\u8c03\u7528<\/strong>\u3002\u4f18\u5316\u7b56\u7565\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u7194\u65ad\u673a\u5236<\/strong>\uff1a\u5728Hystrix\u6216Sentinel\u4e2d\u914d\u7f6e\u5f02\u5e38\u9608\u503c\uff0c\u81ea\u52a8\u5207\u65ad\u95ee\u9898\u8282\u70b9\n<\/li>\n<li><strong>\u964d\u7ea7\u7b56\u7565<\/strong>\uff1a\u5bf9\u975e\u6838\u5fc3\u670d\u52a1\u5b9e\u65bd\u6d41\u91cf\u5378\u8f7d\uff0c\u5982\u5c06\u5b9e\u65f6\u8ba1\u7b97\u8f6c\u4e3a\u79bb\u7ebf\u6279\u5904\u7406\n<\/li>\n<li><strong>\u7248\u672c\u9694\u79bb<\/strong>\uff1a\u91c7\u7528Istio\u7b49\u5de5\u5177\u5b9e\u73b0\u7070\u5ea6\u53d1\u5e03\uff0c\u907f\u514d\u5168\u94fe\u8def\u6027\u80fd\u6ce2\u52a8\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u5f02\u6b65\u5316\u6539\u9020-\u6253\u7834\u4e32\u884c\u8c03\u7528\u7684\u6027\u80fd\u67b7\u9501\">\u4e09\u3001<strong>\u5f02\u6b65\u5316\u6539\u9020\uff1a\u6253\u7834\u4e32\u884c\u8c03\u7528\u7684\u6027\u80fd\u67b7\u9501<\/strong><\/h3>\n<p>\u5c06\u540c\u6b65\u8c03\u7528\u6539\u9020\u4e3a\u5f02\u6b65\u901a\u4fe1\uff0c\u53ef\u663e\u8457\u964d\u4f4e\u94fe\u8def\u5ef6\u8fdf\u3002\u67d0\u7269\u6d41\u7cfb\u7edf\u5c06<strong>\u7535\u5b50\u9762\u5355\u751f\u6210<\/strong>\u4e0e<strong>\u8def\u5f84\u89c4\u5212<\/strong>\u89e3\u8026\uff0c\u901a\u8fc7Kafka\u5b9e\u73b0\u4e8b\u4ef6\u9a71\u52a8\uff0c\u4f7f\u8ba2\u5355\u5904\u7406\u541e\u5410\u91cf\u63d0\u53473.6\u500d\u3002\u5177\u4f53\u5b9e\u65bd\u8981\u70b9\uff1a<\/p>\n<ul>\n<li><strong>\u5173\u952e\u8def\u5f84\u540c\u6b65<\/strong>\uff1a\u4fdd\u7559\u652f\u4ed8\u3001\u5e93\u5b58\u6263\u51cf\u7b49\u5f3a\u4e00\u81f4\u6027\u64cd\u4f5c\n<\/li>\n<li><strong>\u4e8b\u4ef6\u603b\u7ebf\u8bbe\u8ba1<\/strong>\uff1a\u91c7\u7528RabbitMQ\u5ef6\u65f6\u961f\u5217\u5904\u7406\u5bf9\u65f6\u6548\u6027\u4e0d\u654f\u611f\u7684\u64cd\u4f5c\n<\/li>\n<li><strong>\u8865\u507f\u673a\u5236<\/strong>\uff1a\u901a\u8fc7Saga\u6a21\u5f0f\u4fdd\u8bc1\u6700\u7ec8\u4e00\u81f4\u6027\uff0c\u907f\u514d\u6570\u636e\u4e0d\u4e00\u81f4\u98ce\u9669\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u8d85\u65f6\u4e0e\u91cd\u8bd5\u7684\u52a8\u6001\u5e73\u8861\u672f\">\u56db\u3001<strong>\u8d85\u65f6\u4e0e\u91cd\u8bd5\u7684\u52a8\u6001\u5e73\u8861\u672f<\/strong><\/h3>\n<p>\u4e0d\u5408\u7406\u7684\u8d85\u65f6\u914d\u7f6e\u4f1a\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\u751a\u81f3\u7ea7\u8054\u6545\u969c\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u66fe\u56e0\u8bc4\u8bba\u670d\u52a1\u8bbe\u7f6e10\u79d2\u8d85\u65f6\uff0c\u5bfc\u81f4\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u3002\u4f18\u5316\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<ol>\n<li><strong>\u68af\u5ea6\u8d85\u65f6\u7b56\u7565<\/strong>\uff1a\u6839\u670d\u52a1\u8bbe\u7f6e\u4e25\u683c\u8d85\u65f6\uff08\u5982800ms\uff09\uff0c\u672b\u7aef\u670d\u52a1\u9002\u5f53\u653e\u5bbd\n<\/li>\n<li><strong>\u6307\u6570\u9000\u907f\u91cd\u8bd5<\/strong>\uff1a\u5728Resilience4j\u4e2d\u914d\u7f6e\u6296\u52a8\u7cfb\u6570\uff0c\u907f\u514d\u91cd\u8bd5\u98ce\u66b4\n<\/li>\n<li><strong>\u7194\u65ad\u5668\u8054\u52a8<\/strong>\uff1a\u5f53\u5931\u8d25\u7387\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u8c03\u4f4e\u4e0b\u6e38\u670d\u52a1\u7684\u8d85\u65f6\u4e0a\u9650\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e94-\u8d44\u6e90\u9694\u79bb-\u6784\u5efa\u6027\u80fd\u4fdd\u62a4\u7684\u9632\u706b\u5899\">\u4e94\u3001<strong>\u8d44\u6e90\u9694\u79bb\uff1a\u6784\u5efa\u6027\u80fd\u4fdd\u62a4\u7684\u9632\u706b\u5899<\/strong><\/h3>\n<p>\u901a\u8fc7<strong>\u5bb9\u5668\u5316\u6280\u672f<\/strong>\u4e0e<strong>\u8d44\u6e90\u914d\u989d\u7ba1\u7406<\/strong>\uff0c\u53ef\u9632\u6b62\u5355\u4e00\u670d\u52a1\u7684\u5f02\u5e38\u5f71\u54cd\u5168\u5c40\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u4e3a\u76f4\u64ad\u63a8\u6d41\u670d\u52a1\u5355\u72ec\u914d\u7f6eKubernetes\u8282\u70b9\u6c60\uff0c\u5e76\u8bbe\u7f6eCPU\u9650\u6d41\uff0c\u6210\u529f\u5c06\u6d41\u91cf\u6d2a\u5cf0\u671f\u95f4\u7684\u6838\u5fc3\u670d\u52a1\u5ef6\u8fdf\u63a7\u5236\u5728200ms\u4ee5\u5185\u3002\u5173\u952e\u6280\u672f\u624b\u6bb5\uff1a<\/p>\n<ul>\n<li><strong>\u7ebf\u7a0b\u6c60\u9694\u79bb<\/strong>\uff1a\u4e0d\u540c\u670d\u52a1\u4f7f\u7528\u72ec\u7acb\u7ebf\u7a0b\u6c60\uff0c\u907f\u514d\u8d44\u6e90\u62a2\u5360\n<\/li>\n<li><strong>\u7269\u7406\u8d44\u6e90\u5206\u7ec4<\/strong>\uff1a\u5c06\u5173\u952e\u670d\u52a1\u90e8\u7f72\u5728\u4e13\u5c5e\u670d\u52a1\u5668\u96c6\u7fa4\n<\/li>\n<li><strong>\u6d41\u91cf\u67d3\u8272<\/strong>\uff1a\u901a\u8fc7Envoy\u5b9e\u73b0\u91d1\u4e1d\u96c0\u6d41\u91cf\u8def\u7531\uff0c\u9694\u79bb\u6d4b\u8bd5\u6d41\u91cf\u5f71\u54cd\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u516d-\u6570\u636e\u5b58\u50a8\u5c42\u7684\u6df1\u5ea6\u4f18\u5316\">\u516d\u3001<strong>\u6570\u636e\u5b58\u50a8\u5c42\u7684\u6df1\u5ea6\u4f18\u5316<\/strong><\/h3>\n<p>\u6570\u636e\u5e93\u5f80\u5f80\u662f\u8c03\u7528\u94fe\u4e2d\u6700\u9690\u853d\u7684\u6027\u80fd\u74f6\u9888\u3002\u67d0\u94f6\u884c\u7cfb\u7edf\u901a\u8fc7<strong>\u8054\u5408\u7d22\u5f15\u4f18\u5316<\/strong>\uff0c\u5c06\u8d26\u6237\u67e5\u8be2\u54cd\u5e94\u65f6\u95f4\u4ece1.2s\u964d\u81f380ms\u3002\u6838\u5fc3\u4f18\u5316\u65b9\u5411\uff1a<\/p>\n<ul>\n<li><strong>\u7f13\u5b58\u7b56\u7565<\/strong>\uff1a\u4f7f\u7528Redis\u5b9e\u73b0\u70ed\u70b9\u6570\u636e\u9884\u52a0\u8f7d\uff0c\u547d\u4e2d\u7387\u53ef\u8fbe92%\n<\/li>\n<li><strong>\u67e5\u8be2\u91cd\u6784<\/strong>\uff1a\u5c0615\u6b21\u5206\u6563\u67e5\u8be2\u5408\u5e76\u4e3a2\u6b21\u6279\u91cf\u67e5\u8be2\n<\/li>\n<li><strong>\u6570\u636e\u5206\u7247<\/strong>\uff1a\u57fa\u4e8e\u7528\u6237ID\u8fdb\u884c\u6c34\u5e73\u5206\u5e93\uff0c\u5355\u8868\u6570\u636e\u91cf\u4ece5\u4ebf\u964d\u81f33000\u4e07\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e03-\u5168\u94fe\u8def\u538b\u6d4b-\u6784\u5efa\u6027\u80fd\u9a8c\u8bc1\u7684\u8bd5\u9a8c\u573a\">\u4e03\u3001<strong>\u5168\u94fe\u8def\u538b\u6d4b\uff1a\u6784\u5efa\u6027\u80fd\u9a8c\u8bc1\u7684\u8bd5\u9a8c\u573a<\/strong><\/h3>\n<p>\u901a\u8fc7<strong>\u6d41\u91cf\u5f55\u5236\u56de\u653e<\/strong>\u6280\u672f\u6a21\u62df\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\uff0c\u67d0\u7535\u5546\u5728\u53cc11\u524d\u53d1\u73b0\u4f18\u60e0\u5238\u670d\u52a1\u76842000QPS\u74f6\u9888\uff0c\u53ca\u65f6\u6269\u5bb9\u540e\u6210\u529f\u652f\u6491\u4e86\u5b9e\u96451.8\u4e07QPS\u7684\u5cf0\u503c\u3002\u5b9e\u65bd\u8981\u70b9\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>\u5f71\u5b50\u5e93\u673a\u5236<\/strong>\uff1a\u9694\u79bb\u538b\u6d4b\u6570\u636e\u4e0e\u751f\u4ea7\u6570\u636e\n<\/li>\n<li><strong>\u6e10\u8fdb\u5f0f\u52a0\u538b<\/strong>\uff1a\u4ee520%\u68af\u5ea6\u9010\u6b65\u63d0\u5347\u5e76\u53d1\u91cf\n<\/li>\n<li><strong>\u74f6\u9888\u5b9a\u4f4d<\/strong>\uff1a\u5f53TPS\u66f2\u7ebf\u51fa\u73b0\u62d0\u70b9\u65f6\uff0c\u7acb\u5373\u8fdb\u884c\u7ebf\u7a0bDump\u5206\u6790\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u516b-\u667a\u80fd\u76d1\u63a7-\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u95ed\u73af\">\u516b\u3001<strong>\u667a\u80fd\u76d1\u63a7\uff1a\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u95ed\u73af<\/strong><\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5df2\u65e0\u6cd5\u5e94\u5bf9\u52a8\u6001\u53d8\u5316\u7684\u8c03\u7528\u94fe\u3002\u67d0\u8bc1\u5238\u7cfb\u7edf\u5f15\u5165<strong>Prometheus+AI\u9884\u6d4b\u6a21\u578b<\/strong>\uff0c\u63d0\u524d30\u5206\u949f\u9884\u8b66\u4ea4\u6613\u63a5\u53e3\u7684\u6027\u80fd\u62d0\u70b9\u3002\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u5e94\u5177\u5907\uff1a<\/p>\n<ul>\n<li><strong>\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u81ea\u52a8\u68c0\u6d4b\u8017\u65f6\u7a81\u589e\u3001\u9519\u8bef\u7387\u5f02\u5e38\u7b49\u670d\u52a1\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u901a\u8fc7\u51b3\u7b56\u6811\u7b97\u6cd5\u5b9a\u4f4d\u95ee\u9898\u6e90\u5934\n<\/li>\n<li><strong>\u52a8\u6001\u57fa\u7ebf<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u751f\u6210\u6027\u80fd\u9884\u671f\u66f2\u7ebf\uff0c\u504f\u5dee\u8d8515%\u5373\u544a\u8b66<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e3b\u5bfc\u7684\u6570\u5b57\u5316\u6d6a\u6f6e\u4e2d\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u6b63\u4ee5\u6307\u6570\u7ea7\u6500\u5347\u3002\u4e00\u6b21\u7b80\u5355\u7684\u7528\u6237\u767b\u5f55\u8bf7\u6c42\uff0c\u53ef\u80fd\u8de8\u8d8a6\u4e2a\u5fae\u670d\u52a1\u3001\u8c03\u752815\u4e2a\u63a5\u53e3\u3001\u6d89\u53ca20\u6b21\u6570\u636e\u5e93\u67e5\u8be2\u3002Gartner\u8c03\u7814\u663e\u793a\uff0c\u8fd9\u79cd\u670d\u52a1\u8c03\u7528\u94fe\u7684\u5c42\u7ea7\u5d4c\u5957\uff0c\u5bfc\u81f4\u4f01\u4e1a\u7cfb\u7edf\u6027\u80fd\u635f\u8017\u5e73\u5747\u589e\u52a040%\uff0c\u6545\u969c\u6392\u67e5\u65f6\u95f4\u5ef6\u957f3\u500d\u4ee5\u4e0a\u3002\u5982\u4f55\u7cbe\u51c6\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u6784\u5efa\u9ad8\u6548\u53ef\u9760\u7684\u670d\u52a1\u8c03\u7528\u7f51\u7edc\uff0c\u5df2\u6210\u4e3a\u5206\u5e03\u5f0f\u67b6\u6784\u4f18\u5316\u7684\u6838\u5fc3\u547d\u9898\u3002 \u4e00\u3001\u5206\u5e03\u5f0f\u94fe\u8def\u8ffd\u8e2a\uff1a\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u4e0a\u5e1d\u89c6\u89d2 \u5efa\u7acb\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u76d1\u63a7\u4f53\u7cfb\u662f\u6027\u80fd\u8c03\u4f18\u7684\u57fa\u77f3\u3002\u901a\u8fc7SkyWalking\u3001Zipkin\u7b49\u5de5\u5177\u5b9e\u65bd\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u53ef\u7cbe\u786e\u6355\u83b7\u6bcf\u4e2a\u670d\u52a1\u8282\u70b9\u7684\u8017\u65f6\u5360\u6bd4\u3002\u67d0\u7535\u5546\u5e73\u53f0\u7684\u6570\u636e\u663e\u793a\uff0c\u5728\u8ba2\u5355\u521b\u5efa\u94fe\u8def\u4e2d\uff0c\u5e93\u5b58\u6821\u9a8c\u670d\u52a1\u7684\u54cd\u5e94\u65f6\u95f4\u5360\u603b\u8017\u65f6\u768468%\uff0c\u8fd9\u4e00\u53d1\u73b0\u76f4\u63a5\u63a8\u52a8\u56e2\u961f\u5bf9\u8be5\u670d\u52a1\u8fdb\u884c\u7ebf\u7a0b\u6c60\u4f18\u5316\uff0c\u4f7f\u6574\u4f53\u54cd\u5e94\u65f6\u95f4\u4e0b\u964d42%\u3002 \u5173\u952e\u6307\u6807\u5e94\u5305\u542b\uff1a Span\u8017\u65f6\u5206\u5e03\uff08\u6570\u636e\u5e93\u64cd\u4f5c\u5360\u6bd4\u3001RPC\u8c03\u7528\u65f6\u957f\uff09 \u5f02\u5e38\u4f20\u64ad\u8def\u5f84\uff08\u9519\u8bef\u4ee3\u7801\u7684\u7ea7\u8054\u5f71\u54cd\u8303\u56f4\uff09 \u8d44\u6e90\u6d88\u8017\u70ed\u529b\u56fe\uff08CPU\/\u5185\u5b58\u7684\u5f02\u5e38\u6ce2\u52a8\u8282\u70b9\uff09 \u4e8c\u3001\u670d\u52a1\u4f9d\u8d56\u6cbb\u7406\uff1a\u5207\u65ad\u6027\u80fd\u8870\u51cf\u7684\u4f20\u5bfc\u94fe \u590d\u6742\u7684\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\u5e38\u5f15\u53d1&rdquo;\u96ea\u5d29\u6548\u5e94&rdquo;\u3002\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e0\u652f\u4ed8\u670d\u52a1\u8fc7\u5ea6\u4f9d\u8d56\u98ce\u63a7\u670d\u52a1\uff0c\u5728\u6d41\u91cf\u9ad8\u5cf0\u65f6\u89e6\u53d1\u7ea7\u8054\u8d85\u65f6\u3002\u901a\u8fc7\u670d\u52a1\u4f9d\u8d56\u5206\u6790\u5de5\u5177\uff0c\u53ef\u7ed8\u5236\u8c03\u7528\u62d3\u6251\u56fe\uff0c\u8bc6\u522b\u5173\u952e\u8def\u5f84\u4f9d\u8d56\u4e0e\u5197\u4f59\u8c03\u7528\u3002\u4f18\u5316\u7b56\u7565\u5305\u62ec\uff1a \u7194\u65ad\u673a\u5236\uff1a\u5728Hystrix\u6216Sentinel\u4e2d\u914d\u7f6e\u5f02\u5e38\u9608\u503c\uff0c\u81ea\u52a8\u5207\u65ad\u95ee\u9898\u8282\u70b9 \u964d\u7ea7\u7b56\u7565\uff1a\u5bf9\u975e\u6838\u5fc3\u670d\u52a1\u5b9e\u65bd\u6d41\u91cf\u5378\u8f7d\uff0c\u5982\u5c06\u5b9e\u65f6\u8ba1\u7b97\u8f6c\u4e3a\u79bb\u7ebf\u6279\u5904\u7406 \u7248\u672c\u9694\u79bb\uff1a\u91c7\u7528Istio\u7b49\u5de5\u5177\u5b9e\u73b0\u7070\u5ea6\u53d1\u5e03\uff0c\u907f\u514d\u5168\u94fe\u8def\u6027\u80fd\u6ce2\u52a8 \u4e09\u3001\u5f02\u6b65\u5316\u6539\u9020\uff1a\u6253\u7834\u4e32\u884c\u8c03\u7528\u7684\u6027\u80fd\u67b7\u9501 \u5c06\u540c\u6b65\u8c03\u7528\u6539\u9020\u4e3a\u5f02\u6b65\u901a\u4fe1\uff0c\u53ef\u663e\u8457\u964d\u4f4e\u94fe\u8def\u5ef6\u8fdf\u3002\u67d0\u7269\u6d41\u7cfb\u7edf\u5c06\u7535\u5b50\u9762\u5355\u751f\u6210\u4e0e\u8def\u5f84\u89c4\u5212\u89e3\u8026\uff0c\u901a\u8fc7Kafka\u5b9e\u73b0\u4e8b\u4ef6\u9a71\u52a8\uff0c\u4f7f\u8ba2\u5355\u5904\u7406\u541e\u5410\u91cf\u63d0\u53473.6\u500d\u3002\u5177\u4f53\u5b9e\u65bd\u8981\u70b9\uff1a \u5173\u952e\u8def\u5f84\u540c\u6b65\uff1a\u4fdd\u7559\u652f\u4ed8\u3001\u5e93\u5b58\u6263\u51cf\u7b49\u5f3a\u4e00\u81f4\u6027\u64cd\u4f5c \u4e8b\u4ef6\u603b\u7ebf\u8bbe\u8ba1\uff1a\u91c7\u7528RabbitMQ\u5ef6\u65f6\u961f\u5217\u5904\u7406\u5bf9\u65f6\u6548\u6027\u4e0d\u654f\u611f\u7684\u64cd\u4f5c \u8865\u507f\u673a\u5236\uff1a\u901a\u8fc7Saga\u6a21\u5f0f\u4fdd\u8bc1\u6700\u7ec8\u4e00\u81f4\u6027\uff0c\u907f\u514d\u6570\u636e\u4e0d\u4e00\u81f4\u98ce\u9669 \u56db\u3001\u8d85\u65f6\u4e0e\u91cd\u8bd5\u7684\u52a8\u6001\u5e73\u8861\u672f \u4e0d\u5408\u7406\u7684\u8d85\u65f6\u914d\u7f6e\u4f1a\u5bfc\u81f4\u8d44\u6e90\u6d6a\u8d39\u751a\u81f3\u7ea7\u8054\u6545\u969c\u3002\u67d0\u793e\u4ea4\u5e73\u53f0\u66fe\u56e0\u8bc4\u8bba\u670d\u52a1\u8bbe\u7f6e10\u79d2\u8d85\u65f6\uff0c\u5bfc\u81f4\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u3002\u4f18\u5316\u65b9\u6848\u5305\u62ec\uff1a \u68af\u5ea6\u8d85\u65f6\u7b56\u7565\uff1a\u6839\u670d\u52a1\u8bbe\u7f6e\u4e25\u683c\u8d85\u65f6\uff08\u5982800ms\uff09\uff0c\u672b\u7aef\u670d\u52a1\u9002\u5f53\u653e\u5bbd \u6307\u6570\u9000\u907f\u91cd\u8bd5\uff1a\u5728Resilience4j\u4e2d\u914d\u7f6e\u6296\u52a8\u7cfb\u6570\uff0c\u907f\u514d\u91cd\u8bd5\u98ce\u66b4 \u7194\u65ad\u5668\u8054\u52a8\uff1a\u5f53\u5931\u8d25\u7387\u8d85\u8fc7\u9608\u503c\u65f6\uff0c\u81ea\u52a8\u8c03\u4f4e\u4e0b\u6e38\u670d\u52a1\u7684\u8d85\u65f6\u4e0a\u9650 \u4e94\u3001\u8d44\u6e90\u9694\u79bb\uff1a\u6784\u5efa\u6027\u80fd\u4fdd\u62a4\u7684\u9632\u706b\u5899 \u901a\u8fc7\u5bb9\u5668\u5316\u6280\u672f\u4e0e\u8d44\u6e90\u914d\u989d\u7ba1\u7406\uff0c\u53ef\u9632\u6b62\u5355\u4e00\u670d\u52a1\u7684\u5f02\u5e38\u5f71\u54cd\u5168\u5c40\u3002\u67d0\u89c6\u9891\u5e73\u53f0\u4e3a\u76f4\u64ad\u63a8\u6d41\u670d\u52a1\u5355\u72ec\u914d\u7f6eKubernetes\u8282\u70b9\u6c60\uff0c\u5e76\u8bbe\u7f6eCPU\u9650\u6d41\uff0c\u6210\u529f\u5c06\u6d41\u91cf\u6d2a\u5cf0\u671f\u95f4\u7684\u6838\u5fc3\u670d\u52a1\u5ef6\u8fdf\u63a7\u5236\u5728200ms\u4ee5\u5185\u3002\u5173\u952e\u6280\u672f\u624b\u6bb5\uff1a \u7ebf\u7a0b\u6c60\u9694\u79bb\uff1a\u4e0d\u540c\u670d\u52a1\u4f7f\u7528\u72ec\u7acb\u7ebf\u7a0b\u6c60\uff0c\u907f\u514d\u8d44\u6e90\u62a2\u5360 \u7269\u7406\u8d44\u6e90\u5206\u7ec4\uff1a\u5c06\u5173\u952e\u670d\u52a1\u90e8\u7f72\u5728\u4e13\u5c5e\u670d\u52a1\u5668\u96c6\u7fa4 \u6d41\u91cf\u67d3\u8272\uff1a\u901a\u8fc7Envoy\u5b9e\u73b0\u91d1\u4e1d\u96c0\u6d41\u91cf\u8def\u7531\uff0c\u9694\u79bb\u6d4b\u8bd5\u6d41\u91cf\u5f71\u54cd \u516d\u3001\u6570\u636e\u5b58\u50a8\u5c42\u7684\u6df1\u5ea6\u4f18\u5316 \u6570\u636e\u5e93\u5f80\u5f80\u662f\u8c03\u7528\u94fe\u4e2d\u6700\u9690\u853d\u7684\u6027\u80fd\u74f6\u9888\u3002\u67d0\u94f6\u884c\u7cfb\u7edf\u901a\u8fc7\u8054\u5408\u7d22\u5f15\u4f18\u5316\uff0c\u5c06\u8d26\u6237\u67e5\u8be2\u54cd\u5e94\u65f6\u95f4\u4ece1.2s\u964d\u81f380ms\u3002\u6838\u5fc3\u4f18\u5316\u65b9\u5411\uff1a \u7f13\u5b58\u7b56\u7565\uff1a\u4f7f\u7528Redis\u5b9e\u73b0\u70ed\u70b9\u6570\u636e\u9884\u52a0\u8f7d\uff0c\u547d\u4e2d\u7387\u53ef\u8fbe92% \u67e5\u8be2\u91cd\u6784\uff1a\u5c0615\u6b21\u5206\u6563\u67e5\u8be2\u5408\u5e76\u4e3a2\u6b21\u6279\u91cf\u67e5\u8be2 \u6570\u636e\u5206\u7247\uff1a\u57fa\u4e8e\u7528\u6237ID\u8fdb\u884c\u6c34\u5e73\u5206\u5e93\uff0c\u5355\u8868\u6570\u636e\u91cf\u4ece5\u4ebf\u964d\u81f33000\u4e07 \u4e03\u3001\u5168\u94fe\u8def\u538b\u6d4b\uff1a\u6784\u5efa\u6027\u80fd\u9a8c\u8bc1\u7684\u8bd5\u9a8c\u573a \u901a\u8fc7\u6d41\u91cf\u5f55\u5236\u56de\u653e\u6280\u672f\u6a21\u62df\u771f\u5b9e\u4e1a\u52a1\u573a\u666f\uff0c\u67d0\u7535\u5546\u5728\u53cc11\u524d\u53d1\u73b0\u4f18\u60e0\u5238\u670d\u52a1\u76842000QPS\u74f6\u9888\uff0c\u53ca\u65f6\u6269\u5bb9\u540e\u6210\u529f\u652f\u6491\u4e86\u5b9e\u96451.8\u4e07QPS\u7684\u5cf0\u503c\u3002\u5b9e\u65bd\u8981\u70b9\u5305\u62ec\uff1a \u5f71\u5b50\u5e93\u673a\u5236\uff1a\u9694\u79bb\u538b\u6d4b\u6570\u636e\u4e0e\u751f\u4ea7\u6570\u636e \u6e10\u8fdb\u5f0f\u52a0\u538b\uff1a\u4ee520%\u68af\u5ea6\u9010\u6b65\u63d0\u5347\u5e76\u53d1\u91cf \u74f6\u9888\u5b9a\u4f4d\uff1a\u5f53TPS\u66f2\u7ebf\u51fa\u73b0\u62d0\u70b9\u65f6\uff0c\u7acb\u5373\u8fdb\u884c\u7ebf\u7a0bDump\u5206\u6790 \u516b\u3001\u667a\u80fd\u76d1\u63a7\uff1a\u6784\u5efa\u6027\u80fd\u4f18\u5316\u7684\u95ed\u73af \u4f20\u7edf\u76d1\u63a7\u5df2\u65e0\u6cd5\u5e94\u5bf9\u52a8\u6001\u53d8\u5316\u7684\u8c03\u7528\u94fe\u3002\u67d0\u8bc1\u5238\u7cfb\u7edf\u5f15\u5165Prometheus+AI\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u524d30\u5206\u949f\u9884\u8b66\u4ea4\u6613\u63a5\u53e3\u7684\u6027\u80fd\u62d0\u70b9\u3002\u667a\u80fd\u76d1\u63a7\u7cfb\u7edf\u5e94\u5177\u5907\uff1a \u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\uff1a\u81ea\u52a8\u68c0\u6d4b\u8017\u65f6\u7a81\u589e\u3001\u9519\u8bef\u7387\u5f02\u5e38\u7b49\u670d\u52a1 \u6839\u56e0\u5206\u6790\uff1a\u901a\u8fc7\u51b3\u7b56\u6811\u7b97\u6cd5\u5b9a\u4f4d\u95ee\u9898\u6e90\u5934 \u52a8\u6001\u57fa\u7ebf\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u751f\u6210\u6027\u80fd\u9884\u671f\u66f2\u7ebf\uff0c\u504f\u5dee\u8d8515%\u5373\u544a\u8b66<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-37170","post","type-post","status-publish","format-standard","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37170","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=37170"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37170\/revisions"}],"predecessor-version":[{"id":37172,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/37170\/revisions\/37172"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=37170"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=37170"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=37170"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}