{"id":36956,"date":"2025-04-11T15:22:58","date_gmt":"2025-04-11T07:22:58","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=36956"},"modified":"2025-04-11T15:22:58","modified_gmt":"2025-04-11T07:22:58","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%ba%94%e7%94%a8%e7%9a%84%e7%81%be%e5%a4%87%e6%81%a2%e5%a4%8d%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/36956.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u5e94\u7528\u7684\u707e\u5907\u6062\u590d\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/eoEeS1YsA.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u652f\u6301\u5e94\u7528\u7684\u707e\u5907\u6062\u590d\uff1f\" ><\/p>\n<\/p>\n<p>\u5f53\u67d0\u77e5\u540d\u7535\u5546\u5e73\u53f0\u56e0\u673a\u623f\u65ad\u7535\u5bfc\u81f4\u6838\u5fc3\u7cfb\u7edf\u762b\u75ea\u65f6\uff0c\u5176\u4e91\u539f\u751f\u67b6\u6784\u57283\u5206\u949f\u5185\u81ea\u52a8\u5b8c\u6210\u6d41\u91cf\u5207\u6362\uff0c15\u79d2\u540eAPM\u7cfb\u7edf\u5df2\u9501\u5b9a\u5f02\u5e38\u8282\u70b9\u3002\u8fd9\u573a\u6559\u79d1\u4e66\u7ea7\u7684\u707e\u5907\u6f14\u7ec3\u80cc\u540e\uff0c<strong>\u4e91\u539f\u751f\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09<\/strong>\u6b63\u626e\u6f14\u7740\u667a\u80fd\u6307\u6325\u4e2d\u67a2\u7684\u89d2\u8272\u3002\u5728\u5206\u5e03\u5f0f\u67b6\u6784\u91cd\u6784IT\u7586\u57df\u7684\u4eca\u5929\uff0c\u707e\u5907\u6062\u590d\u5df2\u4e0d\u518d\u662f\u7b80\u5355\u7684\u6570\u636e\u5907\u4efd\u4e0e\u5207\u6362\uff0c\u800c\u662f\u9700\u8981\u8d2f\u7a7f<strong>\u9884\u9632\u3001\u68c0\u6d4b\u3001\u6062\u590d\u3001\u9a8c\u8bc1<\/strong>\u5168\u5468\u671f\u7684\u667a\u80fd\u5316\u4f5c\u6218\u4f53\u7cfb\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u707e\u5907\u6062\u590d\u7684\u8303\u5f0f\u8f6c\u79fb\">\u4e00\u3001\u707e\u5907\u6062\u590d\u7684\u8303\u5f0f\u8f6c\u79fb<\/h3>\n<p>\u4f20\u7edf\u707e\u5907\u6a21\u5f0f\u5982\u540c\u5b9a\u671f\u68c0\u67e5\u7684\u6d88\u9632\u8bbe\u5907\uff0c\u800c\u4e91\u539f\u751f\u65f6\u4ee3\u7684\u707e\u5907\u66f4\u50cf\u662f\u690d\u5165\u7cfb\u7edf\u7684&rdquo;\u6570\u5b57\u514d\u75ab\u7cfb\u7edf&rdquo;\u3002\u8fd9\u79cd\u8f6c\u53d8\u50ac\u751f\u51fa\u4e09\u4e2a\u6838\u5fc3\u8bc9\u6c42\uff1a<\/p>\n<ol>\n<li><strong>\u6545\u969c\u9884\u6d4b\u7cbe\u5ea6<\/strong>\uff1a\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u63d0\u524d48\u5c0f\u65f6\u9884\u5224\u98ce\u9669\n<\/li>\n<li><strong>\u6062\u590d\u8fc7\u7a0b\u53ef\u89c6\u5316<\/strong>\uff1a\u8de8\u591a\u4e91\u73af\u5883\u7684\u5168\u94fe\u8def\u8ffd\u8e2a\u80fd\u529b\n<\/li>\n<li><strong>\u81ea\u6108\u673a\u5236\u6784\u5efa<\/strong>\uff1a\u57fa\u4e8e\u5b9e\u65f6\u6307\u6807\u7684\u81ea\u52a8\u5316\u51b3\u7b56\u95ed\u73af\n<\/li>\n<\/ol>\n<p>\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u663e\u793a\uff0c\u91c7\u7528APM\u9a71\u52a8\u7684\u707e\u5907\u4f53\u7cfb\u540e\uff0c\u5e74\u5ea6\u4e1a\u52a1\u4e2d\u65ad\u65f6\u957f\u4ece23.6\u5c0f\u65f6\u538b\u7f29\u81f31.4\u5c0f\u65f6\uff0c\u9a8c\u8bc1\u4e86\u6280\u672f\u8fdb\u5316\u7684\u5546\u4e1a\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-apm\u91cd\u6784\u707e\u5907\u751f\u547d\u7ebf\">\u4e8c\u3001APM\u91cd\u6784\u707e\u5907\u751f\u547d\u7ebf<\/h3>\n<h4 id=\"1-\u9884\u9632\u9636\u6bb5-\u6784\u5efa\u98ce\u9669\u6570\u5b57\u5b6a\u751f\">1. <strong>\u9884\u9632\u9636\u6bb5\uff1a\u6784\u5efa\u98ce\u9669\u6570\u5b57\u5b6a\u751f<\/strong><\/h4>\n<p><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fAPM<\/a>\u901a\u8fc7\u91c7\u96c6<strong>\u9ec4\u91d1\u4fe1\u53f7\uff08\u5ef6\u8fdf\u3001\u6d41\u91cf\u3001\u9519\u8bef\u7387\u3001\u9971\u548c\u5ea6\uff09<\/strong>\uff0c\u5efa\u7acb\u52a8\u6001\u57fa\u7ebf\u6a21\u578b\u3002\u5f53\u67d0\u8de8\u56fd\u7269\u6d41\u5e73\u53f0\u7684\u6570\u636e\u5e93QPS\u504f\u79bb\u57fa\u7ebf15%\u65f6\uff0cAPM\u7cfb\u7edf\u63d0\u524d\u53d1\u51fa\u5bb9\u91cf\u9884\u8b66\uff0c\u6210\u529f\u907f\u514d\u53cc\u5341\u4e00\u671f\u95f4\u7684\u96ea\u5d29\u6548\u5e94\u3002<\/p>\n<p>\u5173\u952e\u652f\u6491\u6280\u672f\uff1a<\/p>\n<ul>\n<li><strong>\u591a\u7ef4\u6307\u6807\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5c06\u8d44\u6e90\u5229\u7528\u7387\u4e0e\u4e1a\u52a1SLA\u6307\u6807\u52a8\u6001\u5173\u8054\n<\/li>\n<li><strong>\u6df7\u6c8c\u5de5\u7a0b\u96c6\u6210<\/strong>\uff1a\u5728\u76d1\u63a7\u5168\u666f\u56fe\u4e2d\u6ce8\u5165\u6545\u969c\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u97e7\u6027\u8fb9\u754c\n<\/li>\n<\/ul>\n<h4 id=\"2-\u68c0\u6d4b\u9636\u6bb5-\u79d2\u7ea7\u5b9a\u4f4d\u6545\u969c\u9707\u4e2d\">2. <strong>\u68c0\u6d4b\u9636\u6bb5\uff1a\u79d2\u7ea7\u5b9a\u4f4d\u6545\u969c\u9707\u4e2d<\/strong><\/h4>\n<p>\u5728\u5bb9\u5668\u5316\u73af\u5883\u4e2d\uff0c\u4f20\u7edf\u62d3\u6251\u6620\u5c04\u5de5\u5177\u5f80\u5f80\u5931\u6548\u3002\u9886\u5148\u7684APM\u89e3\u51b3\u65b9\u6848\u901a\u8fc7<strong>eBPF\u6280\u672f<\/strong>\u5b9e\u73b0\u65e0\u4fb5\u5165\u5f0f\u8ffd\u8e2a\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u501f\u52a9\u8be5\u6280\u672f\u5c06\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u7f29\u77ed\u81f390\u79d2\u3002<\/p>\n<p>\u7a81\u7834\u6027\u80fd\u529b\uff1a<\/p>\n<ul>\n<li><strong>\u670d\u52a1\u7f51\u683c\u89c2\u6d4b<\/strong>\uff1a\u7cbe\u51c6\u8bc6\u522bIstio\u7b49\u7ec4\u4ef6\u95f4\u7684\u5f02\u5e38\u901a\u4fe1\n<\/li>\n<li><strong>\u52a8\u6001\u4f9d\u8d56\u56fe\u8c31<\/strong>\uff1a\u5b9e\u65f6\u5448\u73b0\u5fae<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u7684\u8774\u8776\u6548\u5e94\n<\/li>\n<\/ul>\n<h4 id=\"3-\u6062\u590d\u9636\u6bb5-\u667a\u80fd\u51b3\u7b56\u9a71\u52a8\u7cbe\u51c6\u56de\u5207\">3. <strong>\u6062\u590d\u9636\u6bb5\uff1a\u667a\u80fd\u51b3\u7b56\u9a71\u52a8\u7cbe\u51c6\u56de\u5207<\/strong><\/h4>\n<p>\u5f53\u67d0\u4e91\u6e38\u620f\u5382\u5546\u906d\u9047\u533a\u57df\u7f51\u7edc\u4e2d\u65ad\u65f6\uff0c\u5176APM\u7cfb\u7edf\u57fa\u4e8e<strong>\u5b9e\u65f6\u5065\u5eb7\u8bc4\u5206\u6a21\u578b<\/strong>\uff0c\u81ea\u52a8\u9009\u62e9\u6700\u4f18\u707e\u5907\u7ad9\u70b9\u3002\u6574\u4e2a\u8fc7\u7a0b\u5728API\u7f51\u5173\u5c42\u5b8c\u6210\u6d41\u91cf\u8c03\u5ea6\uff0c\u7528\u6237\u65e0\u611f\u77e5\u3002<\/p>\n<p>\u51b3\u7b56\u903b\u8f91\u6f14\u8fdb\uff1a<\/p>\n<ol>\n<li>\u521d\u671f\uff1a\u57fa\u4e8e\u9884\u8bbe\u9608\u503c\u7684\u89c4\u5219\u5f15\u64ce\n<\/li>\n<li>\u6210\u719f\u671f\uff1a\u7ed3\u5408\u5f3a\u5316\u5b66\u4e60\u7684\u52a8\u6001\u7b56\u7565\n<\/li>\n<li>\u9ad8\u7ea7\u9636\u6bb5\uff1a\u4e1a\u52a1\u5f71\u54cd\u5ea6\u9a71\u52a8\u7684\u4f18\u5148\u7ea7\u8c03\u5ea6\n<\/li>\n<\/ol>\n<h4 id=\"4-\u9a8c\u8bc1\u9636\u6bb5-\u6570\u5b57\u53d6\u8bc1\u786e\u4fdd\u6062\u590d\u5b8c\u6574\u6027\">4. <strong>\u9a8c\u8bc1\u9636\u6bb5\uff1a\u6570\u5b57\u53d6\u8bc1\u786e\u4fdd\u6062\u590d\u5b8c\u6574\u6027<\/strong><\/h4>\n<p>\u707e\u5907\u6f14\u7ec3\u540e\uff0c\u67d0\u94f6\u884c\u901a\u8fc7APM\u7684<strong>\u65f6\u5e8f\u6570\u636e\u5bf9\u6bd4\u6a21\u5757<\/strong>\uff0c\u53d1\u73b0\u65b0\u96c6\u7fa4\u768499\u5206\u4f4d\u5ef6\u8fdf\u5347\u9ad823ms\u3002\u6df1\u5165\u8ffd\u8e2a\u53d1\u73b0\u662f\u670d\u52a1\u7f51\u683c\u7248\u672c\u5dee\u5f02\u5bfc\u81f4\uff0c\u8fd9\u79cd\u6beb\u7c73\u7ea7\u7684\u9a8c\u8bc1\u4f20\u7edf\u5de5\u5177\u96be\u4ee5\u5b9e\u73b0\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6280\u672f\u6f14\u8fdb\u7684\u524d\u6cbf\u7a81\u7834\">\u4e09\u3001\u6280\u672f\u6f14\u8fdb\u7684\u524d\u6cbf\u7a81\u7834<\/h3>\n<h4 id=\"1-\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801-observability-as-code\">1. <strong>\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801\uff08Observability as Code\uff09<\/strong><\/h4>\n<p>\u5c06\u76d1\u63a7\u7b56\u7565\u4e0e\u707e\u5907\u9884\u6848\u7eb3\u5165CI\/CD\u6d41\u6c34\u7ebf\uff0c\u67d0SaaS\u5382\u5546\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li>\u5e94\u7528\u90e8\u7f72\u81ea\u52a8\u9644\u52a0\u76d1\u63a7\u63a2\u9488\n<\/li>\n<li>\u8d44\u6e90\u6269\u7f29\u5bb9\u540c\u6b65\u8c03\u6574\u544a\u8b66\u9608\u503c\n<\/li>\n<li>\u7248\u672c\u56de\u6eda\u89e6\u53d1\u57fa\u7ebf\u6a21\u578b\u91cd\u7f6e\n<\/li>\n<\/ul>\n<h4 id=\"2-aiops\u9a71\u52a8\u7684\u9884\u6d4b\u6027\u6062\u590d\">2. <strong>AIOps\u9a71\u52a8\u7684\u9884\u6d4b\u6027\u6062\u590d<\/strong><\/h4>\n<p>\u5934\u90e8APM\u5e73\u53f0\u5df2\u5b9e\u73b0\uff1a<\/p>\n<ul>\n<li>\u6545\u969c\u6839\u56e0\u9884\u6d4b\u51c6\u786e\u7387\u8fbe92%\uff08Gartner 2023\u6570\u636e\uff09\n<\/li>\n<li>\u6062\u590d\u65b9\u6848\u63a8\u8350\u91c7\u7eb3\u7387\u8d8575%\n<\/li>\n<li>\u77e5\u8bc6\u56fe\u8c31\u81ea\u52a8\u66f4\u65b0\u4e8b\u6545\u5904\u7406\u624b\u518c\n<\/li>\n<\/ul>\n<h4 id=\"3-\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u7a81\u7834\">3. <strong>\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u7a81\u7834<\/strong><\/h4>\n<p>\u5728\u67d0\u667a\u80fd\u9a7e\u9a76\u516c\u53f8\u7684\u5b9e\u8df5\u4e2d\uff0c\u8f66\u8f7dAPM\u4ee3\u7406\u80fd\u5728\u65ad\u7f51\u65f6\uff1a<\/p>\n<ul>\n<li>\u6301\u7eed\u91c7\u96c6\u672c\u5730\u6307\u6807\u5e76\u7f13\u5b58\n<\/li>\n<li>\u7f51\u7edc\u6062\u590d\u540e\u667a\u80fd\u8865\u4f20\u5173\u952e\u6570\u636e\n<\/li>\n<li>\u81ea\u52a8\u751f\u6210\u79bb\u7ebf\u671f\u95f4\u7684\u5f02\u5e38\u62a5\u544a\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u6700\u4f73\u5b9e\u8df5\u8def\u7ebf\u56fe\">\u56db\u3001\u6700\u4f73\u5b9e\u8df5\u8def\u7ebf\u56fe<\/h3>\n<ol>\n<li><strong>\u80fd\u529b\u5206\u5c42\u5efa\u8bbe<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u57fa\u7840\u5c42\uff1a\u7edf\u4e00\u6307\u6807\u91c7\u96c6\u4e0e\u5b58\u50a8\n<\/li>\n<li>\u589e\u5f3a\u5c42\uff1a\u6784\u5efa\u4e1a\u52a1\u5f71\u54cd\u5206\u6790\u6a21\u578b\n<\/li>\n<li>\u667a\u80fd\u5c42\uff1a\u95ed\u73af\u81ea\u52a8\u5316\u5904\u7f6e\u7cfb\u7edf\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u7ec4\u7ec7\u534f\u4f5c\u5347\u7ea7<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u5efa\u7acbSRE\u4e0e\u707e\u5907\u56e2\u961f\u7684\u8054\u5408\u6218\u60c5\u5ba4\n<\/li>\n<li>\u5c06APM\u6570\u636e\u7eb3\u5165\u4e8b\u6545\u590d\u76d8\u7684\u6570\u5b57\u8bc1\u636e\u94fe\n<\/li>\n<li>\u5f00\u53d1\u9762\u5411\u4e1a\u52a1\u90e8\u95e8\u7684\u6062\u590d\u8fdb\u5ea6\u53ef\u89c6\u5316\u770b\u677f\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u6280\u672f\u9009\u578b\u6807\u51c6<\/strong>\n<\/li>\n<\/ol>\n<ul>\n<li>\u652f\u6301Serverless\/FaaS\u73af\u5883\u7684\u76d1\u63a7\u6df1\u5ea6\n<\/li>\n<li>\u63d0\u4f9b<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" 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