{"id":35964,"date":"2025-03-26T14:00:23","date_gmt":"2025-03-26T06:00:23","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35964"},"modified":"2025-03-26T14:00:23","modified_gmt":"2025-03-26T06:00:23","slug":"%e5%85%a8%e6%99%af%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e5%a6%82%e4%bd%95%e6%8f%90%e5%8d%87%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%e7%9a%84%e5%93%8d%e5%ba%94%e9%80%9f%e5%ba%a6%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35964.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u63d0\u5347\u5e94\u7528\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/hG13Km.jpg\" alt=\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u63d0\u5347\u5e94\u7528\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u7684\u4eca\u5929\uff0c\u5e94\u7528\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u5df2\u6210\u4e3a\u51b3\u5b9a\u7528\u6237\u4f53\u9a8c\u6210\u8d25\u7684\u5173\u952e\u56e0\u7d20\u3002\u5f53\u7528\u6237\u70b9\u51fb\u6309\u94ae\u540e\u7b49\u5f85\u8d85\u8fc73\u79d2\uff0c<strong>53%\u7684\u79fb\u52a8\u7f51\u7ad9\u8bbf\u95ee\u8005\u4f1a\u9009\u62e9\u79bb\u5f00<\/strong>\uff1b\u5f53\u7535\u5546\u5e73\u53f0\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf1\u79d2\uff0c<strong>\u8f6c\u5316\u7387\u53ef\u80fd\u4e0b\u964d7%<\/strong>\u3002\u8fd9\u4e9b\u6570\u636e\u80cc\u540e\uff0c\u9690\u85cf\u7740\u4f01\u4e1a\u6bcf\u5e74\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u673a\u4f1a\u6210\u672c\u3002\u800c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a><\/strong>\uff08Full-Stack Performance Monitoring\uff09\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u56f0\u5883\u7684\u7ec8\u6781\u5bc6\u94a5\u2014\u2014\u5b83\u50cf\u4e00\u53cc\u8986\u76d6\u4ee3\u7801\u3001\u670d\u52a1\u5668\u3001\u7f51\u7edc\u548c\u7528\u6237\u4f53\u9a8c\u7684\u201c\u4e0a\u5e1d\u4e4b\u773c\u201d\uff0c\u5c06\u6027\u80fd\u4f18\u5316\u7684\u76f2\u533a\u8f6c\u5316\u4e3a\u7cbe\u51c6\u7684\u6539\u8fdb\u5750\u6807\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u666f\u6027\u80fd\u76d1\u63a7-\u6253\u7834\u4f20\u7edf\u76d1\u63a7\u7684-\u788e\u7247\u5316\u8bc5\u5492\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff1a\u6253\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u201c\u788e\u7247\u5316\u8bc5\u5492\u201d<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u9677\u5165\u201c\u5c40\u90e8\u6700\u4f18\u9677\u9631\u201d\uff1a\u8fd0\u7ef4\u56e2\u961f\u5173\u6ce8\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\uff0c\u5f00\u53d1\u4eba\u5458\u7d27\u76ef\u4ee3\u7801\u6267\u884c\u6548\u7387\uff0c\u7f51\u7edc\u56e2\u961f\u5219\u4e13\u6ce8\u4e8e\u5e26\u5bbd\u6ce2\u52a8\u3002\u8fd9\u79cd\u5272\u88c2\u7684\u89c6\u89d2\u5982\u540c\u76f2\u4eba\u6478\u8c61\uff0c<strong>\u96be\u4ee5\u6355\u6349\u8de8\u5c42\u7ea7\u7684\u6027\u80fd\u74f6\u9888<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878dAPP\u7684\u652f\u4ed8\u5931\u8d25\u95ee\u9898\uff0c\u53ef\u80fd\u6e90\u4e8e\u6570\u636e\u5e93\u9501\u8868\uff08\u540e\u7aef\uff09\u3001CDN\u8282\u70b9\u5ef6\u8fdf\uff08\u7f51\u7edc\uff09\u548c\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u963b\u585e\uff08\u5ba2\u6237\u7aef\uff09\u7684\u53e0\u52a0\u6548\u5e94\u3002<\/p>\n<p><strong>\u5168\u666f\u76d1\u63a7\u7684\u9769\u547d\u6027\u7a81\u7834\u5728\u4e8e\u4e09\u4e2a\u6838\u5fc3\u80fd\u529b<\/strong>\uff1a<\/p>\n<ul>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u94fe\u8def\u8ffd\u8e2a<\/a><\/strong>\uff1a\u4ece\u7528\u6237\u70b9\u51fb\u5230\u670d\u52a1\u5668\u54cd\u5e94\u7684\u6bcf\u4e2a\u73af\u8282\u751f\u6210\u552f\u4e00\u4e8b\u52a1ID\uff0c\u5b9e\u73b0\u8de8\u7cfb\u7edf\u3001\u8de8\u670d\u52a1\u7684\u53ef\u89c6\u5316\u8ffd\u8e2a\n<\/li>\n<li><strong>\u591a\u7ef4\u6570\u636e\u878d\u5408<\/strong>\uff1a\u5c06\u4ee3\u7801\u7ea7\u6027\u80fd\u6307\u6807\uff08\u5982JVM GC\u9891\u7387\uff09\u3001\u57fa\u7840\u8bbe\u65bd\u6570\u636e\uff08\u5982Kubernetes Pod\u72b6\u6001\uff09\u4e0e\u7528\u6237\u4f53\u9a8c\u6307\u6807\uff08\u9996\u6b21\u5185\u5bb9\u6e32\u67d3\u65f6\u95f4\uff09\u7edf\u4e00\u5206\u6790\n<\/li>\n<li><strong>\u667a\u80fd\u6839\u56e0\u5b9a\u4f4d<\/strong>\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u4f20\u64ad\u8def\u5f84\uff08\u5982\u67d0\u5fae\u670d\u52a1\u8d85\u65f6\u5f15\u53d1\u96ea\u5d29\u6548\u5e94\uff09\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e8c-\u4ece-\u88ab\u52a8\u6551\u706b-\u5230-\u4e3b\u52a8\u9632\u5fa1-\u7684\u6548\u80fd\u8dc3\u8fc1\">\u4e8c\u3001\u4ece\u201c\u88ab\u52a8\u6551\u706b\u201d\u5230\u201c\u4e3b\u52a8\u9632\u5fa1\u201d\u7684\u6548\u80fd\u8dc3\u8fc1<\/h3>\n<p>\u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u5168\u666f\u76d1\u63a7\u7684\u4ef7\u503c\uff1a\u901a\u8fc7\u90e8\u7f72\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5\uff0c\u7cfb\u7edf\u5728\u201c\u53cc\u5341\u4e00\u201d\u524d3\u5468\u81ea\u52a8\u68c0\u6d4b\u5230<strong>\u8d2d\u7269\u8f66\u670d\u52a1\u7684P99\u5ef6\u8fdf\u4ece180ms\u7f13\u6162\u6500\u5347\u81f3320ms<\/strong>\u3002\u6839\u672c\u539f\u56e0\u5206\u6790\u663e\u793a\uff0c\u67d0\u65b0\u4e0a\u7ebf\u7684\u63a8\u8350\u7b97\u6cd5\u5bfc\u81f4Redis\u96c6\u7fa4\u70ed\u70b9\u8bbf\u95ee\u3002\u8fd9\u79cd<strong>\u63d0\u524d21\u5929\u9884\u8b66\u6f5c\u5728\u6545\u969c<\/strong>\u7684\u80fd\u529b\uff0c\u4f7f\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e40%\uff0c\u6838\u5fc3\u4ea4\u6613\u6210\u529f\u7387\u63d0\u53471.7\u4e2a\u767e\u5206\u70b9\u3002<\/p>\n<p><strong>\u5b9e\u73b0\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u7684\u5173\u952e\u6280\u672f\u8def\u5f84\u5305\u62ec<\/strong>\uff1a<\/p>\n<ol>\n<li><strong><em>\u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790<\/em><\/strong>\uff1a\u5728\u751f\u4ea7\u73af\u5883\u6301\u7eed\u91c7\u96c6\u65b9\u6cd5\u6267\u884c\u8017\u65f6\uff0c\u5b9a\u4f4d\u201c\u6162SQL\u201d\u201cN+1\u67e5\u8be2\u201d\u7b49\u4ee3\u7801\u53cd\u6a21\u5f0f\n<\/li>\n<li><strong><em>\u7528\u6237\u4f53\u9a8c\u6620\u5c04<\/em><\/strong>\uff1a\u5c06\u524d\u7aef\u6027\u80fd\u6307\u6807\uff08\u5982LCP\u3001CLS\uff09\u4e0e\u540e\u7aef\u670d\u52a1\u65e5\u5fd7\u5173\u8054\uff0c\u8bc6\u522b\u5f71\u54cd\u7528\u6237\u611f\u77e5\u7684\u5173\u952e\u8def\u5f84\n<\/li>\n<li><strong><em>\u5bb9\u91cf\u9884\u5224\u6a21\u578b<\/em><\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6d41\u91cf\u6a21\u5f0f\u548c\u4e1a\u52a1\u589e\u957f\u9884\u6d4b\uff0c\u81ea\u52a8\u751f\u6210\u8d44\u6e90\u6269\u5bb9\u5efa\u8bae\uff08\u5982\u63d0\u524d15\u5206\u949f\u6269\u5c55API\u7f51\u5173\u5b9e\u4f8b\uff09\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u6784\u5efa\u5168\u666f\u76d1\u63a7\u4f53\u7cfb\u7684\u56db\u5927\u5b9e\u65bd\u7b56\u7565\">\u4e09\u3001\u6784\u5efa\u5168\u666f\u76d1\u63a7\u4f53\u7cfb\u7684\u56db\u5927\u5b9e\u65bd\u7b56\u7565<\/h3>\n<p><strong>1. \u6570\u636e\u91c7\u96c6\u5c42\u7684\u201c\u9ec4\u91d1\u4e09\u89d2\u201d\u67b6\u6784<\/strong><\/p>\n<ul>\n<li>\u5ba2\u6237\u7aef\uff1a\u901a\u8fc7Real User Monitoring\uff08RUM\uff09\u6355\u83b7\u8bbe\u5907\u7c7b\u578b\u3001\u7f51\u7edc\u73af\u5883\u3001\u4ea4\u4e92\u8f68\u8ff9\n<\/li>\n<li>\u670d\u52a1\u7aef\uff1a\u91c7\u7528<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">eBPF<\/a>\u6280\u672f\u5b9e\u73b0\u96f6\u4fb5\u5165\u5f0f\u5185\u6838\u7ea7\u76d1\u63a7\uff0c\u91c7\u96c6\u7cfb\u7edf\u8c03\u7528\u3001\u7f51\u7edc\u5305\u7b49\u5e95\u5c42\u6307\u6807\n<\/li>\n<li>\u4e1a\u52a1\u5c42\uff1a\u57cb\u70b9\u5173\u952e\u4e8b\u52a1\u8def\u5f84\uff08\u5982\u652f\u4ed8\u6d41\u7a0b\u76848\u4e2a\u72b6\u6001\u8282\u70b9\uff09\uff0c\u5b9a\u4e49\u4e1a\u52a1SLA\u7684\u91cf\u5316\u6807\u51c6\n<\/li>\n<\/ul>\n<p><strong>2. \u667a\u80fd\u5206\u6790\u5f15\u64ce\u7684\u8bbe\u8ba1\u539f\u5219<\/strong><\/p>\n<ul>\n<li>\u5efa\u7acb\u591a\u5c42\u7ea7\u7684\u57fa\u7ebf\u4f53\u7cfb\uff1a\u5c0f\u65f6\u7ea7\u3001\u65e5\u7ea7\u3001\u5b63\u8282\u7ea7\u52a8\u6001\u9608\u503c\u81ea\u52a8\u9002\u5e94\u4e1a\u52a1\u6ce2\u52a8\n<\/li>\n<li>\u5f15\u5165\u62d3\u6251\u611f\u77e5\u7b97\u6cd5\uff1a\u8bc6\u522b\u670d\u52a1\u4f9d\u8d56\u4e2d\u7684\u201c\u8106\u5f31\u8282\u70b9\u201d\uff08\u5982\u5355\u70b9\u6545\u969c\u7684\u7b2c\u4e09\u65b9\u8ba4\u8bc1\u670d\u52a1\uff09\n<\/li>\n<li>\u5b9e\u65bd\u566a\u58f0\u8fc7\u6ee4\u673a\u5236\uff1a\u901a\u8fc7\u663e\u8457\u6027\u68c0\u9a8c\u533a\u5206\u5076\u53d1\u6296\u52a8\u548c\u6301\u7eed\u52a3\u5316\u8d8b\u52bf\n<\/li>\n<\/ul>\n<p><strong>3. \u95ed\u73af\u4f18\u5316\u673a\u5236\u7684\u843d\u5730\u5b9e\u8df5<\/strong><br \/>\n\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u7684\u6848\u4f8b\u6781\u5177\u4ee3\u8868\u6027\uff1a\u5f53\u5168\u666f\u76d1\u63a7\u7cfb\u7edf\u68c0\u6d4b\u5230<strong>Android\u5ba2\u6237\u7aef\u9996\u5e27\u6e32\u67d3\u65f6\u95f4\u6bd4iOS\u957f2.3\u79d2<\/strong>\u65f6\uff0c\u95ee\u9898\u5b9a\u4f4d\u94fe\u6761\u4e3a\uff1a<\/p>\n<pre><code>\u7528\u6237\u7aefWebView\u521d\u59cb\u5316\u5ef6\u8fdf\uff08\u524d\u7aef\u57cb\u70b9\uff09  \r\n\u2192 \u8bc1\u4e66\u6821\u9a8c\u8d85\u65f6\uff08\u7f51\u7edc\u6293\u5305\uff09  \r\n\u2192 \u8bc1\u4e66\u540a\u9500\u5217\u8868\uff08CRL\uff09\u4e0b\u8f7d\u963b\u585e\uff08\u670d\u52a1\u7aef\u65e5\u5fd7\uff09  \r\n\u2192 CDN\u8282\u70b9\u672a\u540c\u6b65\u6700\u65b0CRL\u6587\u4ef6\uff08\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff09  \r\n<\/code><\/pre>\n<p>\u6700\u7ec8\u901a\u8fc7\u4f18\u5316CDN\u5237\u65b0\u7b56\u7565\uff0c\u4f7fAndroid\u7aef\u542f\u52a8\u901f\u5ea6\u63d0\u534768%\u3002<\/p>\n<p><strong>4. \u7ec4\u7ec7\u534f\u540c\u6a21\u5f0f\u7684\u8f6c\u578b<\/strong><\/p>\n<ul>\n<li>\u5efa\u7acb\u8de8\u804c\u80fd\u7684SRE\uff08\u7ad9\u70b9\u53ef\u9760\u6027\u5de5\u7a0b\uff09\u56e2\u961f\uff0c\u7edf\u4e00\u8d1f\u8d23\u76d1\u63a7\u6307\u6807\u7684\u5b9a\u4e49\u548c\u7ef4\u62a4\n<\/li>\n<li>\u5c06\u6027\u80fdKPI\u7eb3\u5165DevOps\u6d41\u6c34\u7ebf\uff0c\u5982\u4ee3\u7801\u5408\u5e76\u524d\u9700\u901a\u8fc7\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5\n<\/li>\n<li>\u901a\u8fc7\u76d1\u63a7\u4eea\u8868\u76d8\u5b9e\u73b0\u201c\u6570\u636e\u6c11\u4e3b\u5316\u201d\uff0c\u8ba9\u4ea7\u54c1\u7ecf\u7406\u76f4\u89c2\u770b\u5230\u529f\u80fd\u8fed\u4ee3\u5bf9\u54cd\u5e94\u901f\u5ea6\u7684\u5f71\u54cd\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u6280\u672f\u6f14\u8fdb\u7684\u524d\u6cbf\u65b9\u5411\">\u56db\u3001\u6280\u672f\u6f14\u8fdb\u7684\u524d\u6cbf\u65b9\u5411<\/h3>\n<p>\u968f\u7740\u4e91\u539f\u751f\u548c\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\uff0c\u5168\u666f\u76d1\u63a7\u6b63\u5728\u7ecf\u5386\u4e09\u5927\u8303\u5f0f\u5347\u7ea7\uff1a<\/p>\n<ul>\n<li><strong><em>Observability as Code<\/em><\/strong>\uff1a\u5c06\u76d1\u63a7\u7b56\u7565\u58f0\u660e\u5f0f\u7f16\u7801\uff0c\u968f\u5fae\u670d\u52a1\u67b6\u6784\u81ea\u52a8\u6f14\u8fdb\n<\/li>\n<li><strong><em>AI\u9a71\u52a8\u7684\u9884\u6d4b\u6027\u6cbb\u7406<\/em><\/strong>\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff0c\u5728\u6d41\u91cf\u6d2a\u5cf0\u5230\u6765\u524d\u81ea\u52a8\u89e6\u53d1\u6269\u5bb9\n<\/li>\n<li><strong><em>\u9690\u79c1\u589e\u5f3a\u578b\u76d1\u63a7<\/em><\/strong>\uff1a\u901a\u8fc7\u5dee\u5206\u9690\u79c1\u6280\u672f\uff0c\u5728\u91c7\u96c6\u7528\u6237\u884c\u4e3a\u6570\u636e\u65f6\u81ea\u52a8\u8131\u654f\n<\/li>\n<\/ul>\n<p>\u67d0\u81ea\u52a8\u9a7e\u9a76\u516c\u53f8\u7684\u521b\u65b0\u5b9e\u8df5\u63ed\u793a\u4e86\u672a\u6765\u8d8b\u52bf\uff1a\u4ed6\u4eec\u5728\u8f66\u7aef\u90e8\u7f72\u8f7b\u91cf\u7ea7\u63a2\u9488\uff0c\u5b9e\u65f6\u91c7\u96c62000+\u4f20\u611f\u5668\u6570\u636e\uff0c\u8fb9\u7f18\u8282\u70b9\u5b8c\u6210\u521d\u6b65\u5206\u6790\u540e\uff0c\u4ec5\u5c06\u5f02\u5e38\u7247\u6bb5\u4e0a\u4f20\u4e91\u7aef\u3002\u8fd9\u79cd<strong>\u201c\u7aef-\u8fb9-\u4e91\u201d\u534f\u540c\u76d1\u63a7\u67b6\u6784<\/strong>\uff0c\u4f7f\u7cfb\u7edf\u80fd\u5728300\u6beb\u79d2\u5185\u8bc6\u522b\u5e76\u4fee\u590d\u8f6f\u4ef6\u5f02\u5e38\uff0c\u8fdc\u8d85\u4f20\u7edf\u4e2d\u5fc3\u5316\u65b9\u6848\u7684\u5904\u7406\u901f\u5ea6\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u4ece\u6570\u636e\u5230\u4ef7\u503c\u7684\u8f6c\u5316\u5bc6\u7801\">\u4e94\u3001\u4ece\u6570\u636e\u5230\u4ef7\u503c\u7684\u8f6c\u5316\u5bc6\u7801<\/h3>\n<p>\u5728\u5b9e\u65bd\u5168\u666f\u76d1\u63a7\u65f6\uff0c\u4f01\u4e1a\u9700\u8b66\u60d5\u4e24\u5927\u8ba4\u77e5\u8bef\u533a\uff1a\u4e00\u662f\u5c06\u76d1\u63a7\u6570\u636e\u89c6\u4e3a\u201c\u6280\u672f\u8003\u53e4\u62a5\u544a\u201d\uff0c\u800c\u975e\u6301\u7eed\u4f18\u5316\u7684\u71c3\u6599\uff1b\u4e8c\u662f\u8ffd\u6c42\u76d1\u63a7\u6307\u6807\u7684\u201c\u5927\u800c\u5168\u201d\uff0c\u5ffd\u89c6\u4e1a\u52a1\u5173\u952e\u8def\u5f84\u7684\u6df1\u5ea6\u6d1e\u5bdf\u3002\u6210\u529f\u7684\u5b9e\u8df5\u5f80\u5f80\u9075\u5faa\u201c3R\u6cd5\u5219\u201d\uff1a<\/p>\n<ul>\n<li><strong>Relevance<\/strong>\uff08\u76f8\u5173\u6027\uff09\uff1a\u6bcf\u4e2a\u76d1\u63a7\u6307\u6807\u5fc5\u987b\u5bf9\u5e94\u660e\u786e\u7684\u4f18\u5316\u52a8\u4f5c\n<\/li>\n<li><strong>Resolution<\/strong>\uff08\u89e3\u6790\u5ea6\uff09\uff1a\u80fd\u591f\u5b9a\u4f4d\u5230\u4ee3\u7801\u884c\u3001\u5bb9\u5668\u5b9e\u4f8b\u6216API\u7aef\u70b9\u7ea7\u522b\u7684\u6839\u56e0\n<\/li>\n<li><strong>Responsiveness<\/strong>\uff08\u54cd\u5e94\u6027\uff09\uff1a\u4ece\u544a\u8b66\u89e6\u53d1\u5230\u4fee\u590d\u52a8\u4f5c\u7684\u5e73\u5747\u65f6\u95f4\u5c0f\u4e8e\u4e1a\u52a1\u5f71\u54cd\u5468\u671f\n<\/li>\n<\/ul>\n<p>\u5f53\u8fd9\u4e9b\u8981\u7d20\u5f62\u6210\u95ed\u73af\uff0c\u5e94\u7528\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u4f18\u5316\u5c06\u4e0d\u518d\u662f\u201c\u9ed1\u7bb1\u5b9e\u9a8c\u201d\uff0c\u800c\u662f\u6570\u636e\u9a71\u52a8\u7684\u7cbe\u786e\u5bfc\u822a\u2014\u2014\u8fd9\u6b63\u662f\u6570\u5b57\u65f6\u4ee3\u6838\u5fc3\u7ade\u4e89\u529b\u7684\u7ec8\u6781\u8f83\u91cf\u573a\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u6d6a\u6f6e\u5e2d\u5377\u5168\u7403\u7684\u4eca\u5929\uff0c\u5e94\u7528\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u5df2\u6210\u4e3a\u51b3\u5b9a\u7528\u6237\u4f53\u9a8c\u6210\u8d25\u7684\u5173\u952e\u56e0\u7d20\u3002\u5f53\u7528\u6237\u70b9\u51fb\u6309\u94ae\u540e\u7b49\u5f85\u8d85\u8fc73\u79d2\uff0c53%\u7684\u79fb\u52a8\u7f51\u7ad9\u8bbf\u95ee\u8005\u4f1a\u9009\u62e9\u79bb\u5f00\uff1b\u5f53\u7535\u5546\u5e73\u53f0\u9875\u9762\u52a0\u8f7d\u5ef6\u8fdf1\u79d2\uff0c\u8f6c\u5316\u7387\u53ef\u80fd\u4e0b\u964d7%\u3002\u8fd9\u4e9b\u6570\u636e\u80cc\u540e\uff0c\u9690\u85cf\u7740\u4f01\u4e1a\u6bcf\u5e74\u6570\u5341\u4ebf\u7f8e\u5143\u7684\u673a\u4f1a\u6210\u672c\u3002\u800c\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff08Full-Stack Performance Monitoring\uff09\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u56f0\u5883\u7684\u7ec8\u6781\u5bc6\u94a5\u2014\u2014\u5b83\u50cf\u4e00\u53cc\u8986\u76d6\u4ee3\u7801\u3001\u670d\u52a1\u5668\u3001\u7f51\u7edc\u548c\u7528\u6237\u4f53\u9a8c\u7684\u201c\u4e0a\u5e1d\u4e4b\u773c\u201d\uff0c\u5c06\u6027\u80fd\u4f18\u5316\u7684\u76f2\u533a\u8f6c\u5316\u4e3a\u7cbe\u51c6\u7684\u6539\u8fdb\u5750\u6807\u3002 \u4e00\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff1a\u6253\u7834\u4f20\u7edf\u76d1\u63a7\u7684\u201c\u788e\u7247\u5316\u8bc5\u5492\u201d \u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u9677\u5165\u201c\u5c40\u90e8\u6700\u4f18\u9677\u9631\u201d\uff1a\u8fd0\u7ef4\u56e2\u961f\u5173\u6ce8\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\uff0c\u5f00\u53d1\u4eba\u5458\u7d27\u76ef\u4ee3\u7801\u6267\u884c\u6548\u7387\uff0c\u7f51\u7edc\u56e2\u961f\u5219\u4e13\u6ce8\u4e8e\u5e26\u5bbd\u6ce2\u52a8\u3002\u8fd9\u79cd\u5272\u88c2\u7684\u89c6\u89d2\u5982\u540c\u76f2\u4eba\u6478\u8c61\uff0c\u96be\u4ee5\u6355\u6349\u8de8\u5c42\u7ea7\u7684\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878dAPP\u7684\u652f\u4ed8\u5931\u8d25\u95ee\u9898\uff0c\u53ef\u80fd\u6e90\u4e8e\u6570\u636e\u5e93\u9501\u8868\uff08\u540e\u7aef\uff09\u3001CDN\u8282\u70b9\u5ef6\u8fdf\uff08\u7f51\u7edc\uff09\u548c\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u963b\u585e\uff08\u5ba2\u6237\u7aef\uff09\u7684\u53e0\u52a0\u6548\u5e94\u3002 \u5168\u666f\u76d1\u63a7\u7684\u9769\u547d\u6027\u7a81\u7834\u5728\u4e8e\u4e09\u4e2a\u6838\u5fc3\u80fd\u529b\uff1a \u5168\u94fe\u8def\u8ffd\u8e2a\uff1a\u4ece\u7528\u6237\u70b9\u51fb\u5230\u670d\u52a1\u5668\u54cd\u5e94\u7684\u6bcf\u4e2a\u73af\u8282\u751f\u6210\u552f\u4e00\u4e8b\u52a1ID\uff0c\u5b9e\u73b0\u8de8\u7cfb\u7edf\u3001\u8de8\u670d\u52a1\u7684\u53ef\u89c6\u5316\u8ffd\u8e2a \u591a\u7ef4\u6570\u636e\u878d\u5408\uff1a\u5c06\u4ee3\u7801\u7ea7\u6027\u80fd\u6307\u6807\uff08\u5982JVM GC\u9891\u7387\uff09\u3001\u57fa\u7840\u8bbe\u65bd\u6570\u636e\uff08\u5982Kubernetes Pod\u72b6\u6001\uff09\u4e0e\u7528\u6237\u4f53\u9a8c\u6307\u6807\uff08\u9996\u6b21\u5185\u5bb9\u6e32\u67d3\u65f6\u95f4\uff09\u7edf\u4e00\u5206\u6790 \u667a\u80fd\u6839\u56e0\u5b9a\u4f4d\uff1a\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u4f20\u64ad\u8def\u5f84\uff08\u5982\u67d0\u5fae\u670d\u52a1\u8d85\u65f6\u5f15\u53d1\u96ea\u5d29\u6548\u5e94\uff09 \u4e8c\u3001\u4ece\u201c\u88ab\u52a8\u6551\u706b\u201d\u5230\u201c\u4e3b\u52a8\u9632\u5fa1\u201d\u7684\u6548\u80fd\u8dc3\u8fc1 \u67d0\u5934\u90e8\u7535\u5546\u5e73\u53f0\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u5168\u666f\u76d1\u63a7\u7684\u4ef7\u503c\uff1a\u901a\u8fc7\u90e8\u7f72\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5\uff0c\u7cfb\u7edf\u5728\u201c\u53cc\u5341\u4e00\u201d\u524d3\u5468\u81ea\u52a8\u68c0\u6d4b\u5230\u8d2d\u7269\u8f66\u670d\u52a1\u7684P99\u5ef6\u8fdf\u4ece180ms\u7f13\u6162\u6500\u5347\u81f3320ms\u3002\u6839\u672c\u539f\u56e0\u5206\u6790\u663e\u793a\uff0c\u67d0\u65b0\u4e0a\u7ebf\u7684\u63a8\u8350\u7b97\u6cd5\u5bfc\u81f4Redis\u96c6\u7fa4\u70ed\u70b9\u8bbf\u95ee\u3002\u8fd9\u79cd\u63d0\u524d21\u5929\u9884\u8b66\u6f5c\u5728\u6545\u969c\u7684\u80fd\u529b\uff0c\u4f7f\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e40%\uff0c\u6838\u5fc3\u4ea4\u6613\u6210\u529f\u7387\u63d0\u53471.7\u4e2a\u767e\u5206\u70b9\u3002 \u5b9e\u73b0\u54cd\u5e94\u901f\u5ea6\u63d0\u5347\u7684\u5173\u952e\u6280\u672f\u8def\u5f84\u5305\u62ec\uff1a \u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790\uff1a\u5728\u751f\u4ea7\u73af\u5883\u6301\u7eed\u91c7\u96c6\u65b9\u6cd5\u6267\u884c\u8017\u65f6\uff0c\u5b9a\u4f4d\u201c\u6162SQL\u201d\u201cN+1\u67e5\u8be2\u201d\u7b49\u4ee3\u7801\u53cd\u6a21\u5f0f \u7528\u6237\u4f53\u9a8c\u6620\u5c04\uff1a\u5c06\u524d\u7aef\u6027\u80fd\u6307\u6807\uff08\u5982LCP\u3001CLS\uff09\u4e0e\u540e\u7aef\u670d\u52a1\u65e5\u5fd7\u5173\u8054\uff0c\u8bc6\u522b\u5f71\u54cd\u7528\u6237\u611f\u77e5\u7684\u5173\u952e\u8def\u5f84 \u5bb9\u91cf\u9884\u5224\u6a21\u578b\uff1a\u57fa\u4e8e\u5386\u53f2\u6d41\u91cf\u6a21\u5f0f\u548c\u4e1a\u52a1\u589e\u957f\u9884\u6d4b\uff0c\u81ea\u52a8\u751f\u6210\u8d44\u6e90\u6269\u5bb9\u5efa\u8bae\uff08\u5982\u63d0\u524d15\u5206\u949f\u6269\u5c55API\u7f51\u5173\u5b9e\u4f8b\uff09 \u4e09\u3001\u6784\u5efa\u5168\u666f\u76d1\u63a7\u4f53\u7cfb\u7684\u56db\u5927\u5b9e\u65bd\u7b56\u7565 1. \u6570\u636e\u91c7\u96c6\u5c42\u7684\u201c\u9ec4\u91d1\u4e09\u89d2\u201d\u67b6\u6784 \u5ba2\u6237\u7aef\uff1a\u901a\u8fc7Real User Monitoring\uff08RUM\uff09\u6355\u83b7\u8bbe\u5907\u7c7b\u578b\u3001\u7f51\u7edc\u73af\u5883\u3001\u4ea4\u4e92\u8f68\u8ff9 \u670d\u52a1\u7aef\uff1a\u91c7\u7528eBPF\u6280\u672f\u5b9e\u73b0\u96f6\u4fb5\u5165\u5f0f\u5185\u6838\u7ea7\u76d1\u63a7\uff0c\u91c7\u96c6\u7cfb\u7edf\u8c03\u7528\u3001\u7f51\u7edc\u5305\u7b49\u5e95\u5c42\u6307\u6807 \u4e1a\u52a1\u5c42\uff1a\u57cb\u70b9\u5173\u952e\u4e8b\u52a1\u8def\u5f84\uff08\u5982\u652f\u4ed8\u6d41\u7a0b\u76848\u4e2a\u72b6\u6001\u8282\u70b9\uff09\uff0c\u5b9a\u4e49\u4e1a\u52a1SLA\u7684\u91cf\u5316\u6807\u51c6 2. \u667a\u80fd\u5206\u6790\u5f15\u64ce\u7684\u8bbe\u8ba1\u539f\u5219 \u5efa\u7acb\u591a\u5c42\u7ea7\u7684\u57fa\u7ebf\u4f53\u7cfb\uff1a\u5c0f\u65f6\u7ea7\u3001\u65e5\u7ea7\u3001\u5b63\u8282\u7ea7\u52a8\u6001\u9608\u503c\u81ea\u52a8\u9002\u5e94\u4e1a\u52a1\u6ce2\u52a8 \u5f15\u5165\u62d3\u6251\u611f\u77e5\u7b97\u6cd5\uff1a\u8bc6\u522b\u670d\u52a1\u4f9d\u8d56\u4e2d\u7684\u201c\u8106\u5f31\u8282\u70b9\u201d\uff08\u5982\u5355\u70b9\u6545\u969c\u7684\u7b2c\u4e09\u65b9\u8ba4\u8bc1\u670d\u52a1\uff09 \u5b9e\u65bd\u566a\u58f0\u8fc7\u6ee4\u673a\u5236\uff1a\u901a\u8fc7\u663e\u8457\u6027\u68c0\u9a8c\u533a\u5206\u5076\u53d1\u6296\u52a8\u548c\u6301\u7eed\u52a3\u5316\u8d8b\u52bf 3. \u95ed\u73af\u4f18\u5316\u673a\u5236\u7684\u843d\u5730\u5b9e\u8df5 \u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u7684\u6848\u4f8b\u6781\u5177\u4ee3\u8868\u6027\uff1a\u5f53\u5168\u666f\u76d1\u63a7\u7cfb\u7edf\u68c0\u6d4b\u5230Android\u5ba2\u6237\u7aef\u9996\u5e27\u6e32\u67d3\u65f6\u95f4\u6bd4iOS\u957f2.3\u79d2\u65f6\uff0c\u95ee\u9898\u5b9a\u4f4d\u94fe\u6761\u4e3a\uff1a \u7528\u6237\u7aefWebView\u521d\u59cb\u5316\u5ef6\u8fdf\uff08\u524d\u7aef\u57cb\u70b9\uff09 \u2192 \u8bc1\u4e66\u6821\u9a8c\u8d85\u65f6\uff08\u7f51\u7edc\u6293\u5305\uff09 \u2192 \u8bc1\u4e66\u540a\u9500\u5217\u8868\uff08CRL\uff09\u4e0b\u8f7d\u963b\u585e\uff08\u670d\u52a1\u7aef\u65e5\u5fd7\uff09 \u2192 CDN\u8282\u70b9\u672a\u540c\u6b65\u6700\u65b0CRL\u6587\u4ef6\uff08\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\uff09 \u6700\u7ec8\u901a\u8fc7\u4f18\u5316CDN\u5237\u65b0\u7b56\u7565\uff0c\u4f7fAndroid\u7aef\u542f\u52a8\u901f\u5ea6\u63d0\u534768%\u3002 4. \u7ec4\u7ec7\u534f\u540c\u6a21\u5f0f\u7684\u8f6c\u578b \u5efa\u7acb\u8de8\u804c\u80fd\u7684SRE\uff08\u7ad9\u70b9\u53ef\u9760\u6027\u5de5\u7a0b\uff09\u56e2\u961f\uff0c\u7edf\u4e00\u8d1f\u8d23\u76d1\u63a7\u6307\u6807\u7684\u5b9a\u4e49\u548c\u7ef4\u62a4 \u5c06\u6027\u80fdKPI\u7eb3\u5165DevOps\u6d41\u6c34\u7ebf\uff0c\u5982\u4ee3\u7801\u5408\u5e76\u524d\u9700\u901a\u8fc7\u6027\u80fd\u57fa\u51c6\u6d4b\u8bd5 \u901a\u8fc7\u76d1\u63a7\u4eea\u8868\u76d8\u5b9e\u73b0\u201c\u6570\u636e\u6c11\u4e3b\u5316\u201d\uff0c\u8ba9\u4ea7\u54c1\u7ecf\u7406\u76f4\u89c2\u770b\u5230\u529f\u80fd\u8fed\u4ee3\u5bf9\u54cd\u5e94\u901f\u5ea6\u7684\u5f71\u54cd \u56db\u3001\u6280\u672f\u6f14\u8fdb\u7684\u524d\u6cbf\u65b9\u5411 \u968f\u7740\u4e91\u539f\u751f\u548c\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\uff0c\u5168\u666f\u76d1\u63a7\u6b63\u5728\u7ecf\u5386\u4e09\u5927\u8303\u5f0f\u5347\u7ea7\uff1a Observability as Code\uff1a\u5c06\u76d1\u63a7\u7b56\u7565\u58f0\u660e\u5f0f\u7f16\u7801\uff0c\u968f\u5fae\u670d\u52a1\u67b6\u6784\u81ea\u52a8\u6f14\u8fdb AI\u9a71\u52a8\u7684\u9884\u6d4b\u6027\u6cbb\u7406\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff0c\u5728\u6d41\u91cf\u6d2a\u5cf0\u5230\u6765\u524d\u81ea\u52a8\u89e6\u53d1\u6269\u5bb9 \u9690\u79c1\u589e\u5f3a\u578b\u76d1\u63a7\uff1a\u901a\u8fc7\u5dee\u5206\u9690\u79c1\u6280\u672f\uff0c\u5728\u91c7\u96c6\u7528\u6237\u884c\u4e3a\u6570\u636e\u65f6\u81ea\u52a8\u8131\u654f \u67d0\u81ea\u52a8\u9a7e\u9a76\u516c\u53f8\u7684\u521b\u65b0\u5b9e\u8df5\u63ed\u793a\u4e86\u672a\u6765\u8d8b\u52bf\uff1a\u4ed6\u4eec\u5728\u8f66\u7aef\u90e8\u7f72\u8f7b\u91cf\u7ea7\u63a2\u9488\uff0c\u5b9e\u65f6\u91c7\u96c62000+\u4f20\u611f\u5668\u6570\u636e\uff0c\u8fb9\u7f18\u8282\u70b9\u5b8c\u6210\u521d\u6b65\u5206\u6790\u540e\uff0c\u4ec5\u5c06\u5f02\u5e38\u7247\u6bb5\u4e0a\u4f20\u4e91\u7aef\u3002\u8fd9\u79cd\u201c\u7aef-\u8fb9-\u4e91\u201d\u534f\u540c\u76d1\u63a7\u67b6\u6784\uff0c\u4f7f\u7cfb\u7edf\u80fd\u5728300\u6beb\u79d2\u5185\u8bc6\u522b\u5e76\u4fee\u590d\u8f6f\u4ef6\u5f02\u5e38\uff0c\u8fdc\u8d85\u4f20\u7edf\u4e2d\u5fc3\u5316\u65b9\u6848\u7684\u5904\u7406\u901f\u5ea6\u3002 \u4e94\u3001\u4ece\u6570\u636e\u5230\u4ef7\u503c\u7684\u8f6c\u5316\u5bc6\u7801 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":35965,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35964","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35964","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=35964"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35964\/revisions"}],"predecessor-version":[{"id":35966,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35964\/revisions\/35966"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35965"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35964"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35964"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35964"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}