{"id":35308,"date":"2025-03-19T09:36:54","date_gmt":"2025-03-19T01:36:54","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35308"},"modified":"2025-03-19T09:36:54","modified_gmt":"2025-03-19T01:36:54","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e5%b8%ae%e5%8a%a9%e4%bc%81%e4%b8%9a%e9%99%8d%e4%bd%8e%e8%bf%90%e8%90%a5%e6%88%90%e6%9c%ac%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35308.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u8fd0\u8425\u6210\u672c\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/28ny654.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u8fd0\u8425\u6210\u672c\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u57fa\u7840\u8bbe\u65bd\u6b63\u52a0\u901f\u5411\u4e91\u539f\u751f\u67b6\u6784\u6f14\u8fdb\u3002\u5f53Kubernetes\u96c6\u7fa4\u627f\u8f7d\u7740\u6570\u4ee5\u5343\u8ba1\u7684\u5fae\u670d\u52a1\u5b9e\u4f8b\uff0c\u5f53Serverless\u51fd\u6570\u6bcf\u5929\u89e6\u53d1\u6570\u767e\u4e07\u6b21\u8c03\u7528\uff0c\u4f20\u7edf\u7684\u8fd0\u7ef4\u624b\u6bb5\u5df2\u96be\u4ee5\u5e94\u5bf9\u52a8\u6001\u73af\u5883\u4e0b\u7684\u6027\u80fd\u9ed1\u6d1e\u3002\u67d0\u5934\u90e8\u7535\u5546\u7684\u8fd0\u7ef4\u603b\u76d1\u66fe\u900f\u9732\uff1a&rdquo;\u6211\u4eec40%\u7684\u4e91\u8d44\u6e90\u6d88\u8017\u5728\u672a\u88ab\u6709\u6548\u76d1\u63a7\u7684&rsquo;\u5e7d\u7075\u5bb9\u5668&rsquo;\u4e0a\uff0c\u8fd9\u4e9b\u9690\u5f62\u6210\u672c\u6bcf\u5e74\u541e\u566c\u7740\u516b\u4f4d\u6570\u7684\u5229\u6da6\u3002&rdquo;\u8fd9\u5e76\u975e\u4e2a\u6848\u2014\u2014\u636eGartner\u8c03\u67e5\uff0c<strong>73%\u7684\u4f01\u4e1a\u5728\u4e91\u539f\u751f\u8f6c\u578b\u4e2d\u906d\u9047\u610f\u5916\u6210\u672c\u6fc0\u589e<\/strong>\uff0c\u800c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff08APM\uff09\u6b63\u6210\u4e3a\u7834\u5c40\u5173\u952e\u3002<\/p>\n<h3 id=\"\u4e00-\u4e91\u539f\u751fapm\u7684\u6838\u5fc3\u80fd\u529b\u4e0e\u6210\u672c\u4f18\u5316\u903b\u8f91\">\u4e00\u3001\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u80fd\u529b\u4e0e\u6210\u672c\u4f18\u5316\u903b\u8f91<\/h3>\n<p>\u4e91\u539f\u751fAPM\u7cfb\u7edf\u901a\u8fc7<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\u91c7\u96c6\u3001\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u3001\u52a8\u6001\u62d3\u6251\u6620\u5c04<\/strong>\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff0c\u6784\u5efa\u8d77\u6210\u672c\u4f18\u5316\u7684\u6570\u5b57\u795e\u7ecf\u7f51\u3002\u4e0d\u540c\u4e8e\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u5355\u7ef4\u5ea6\u6307\u6807\u6536\u96c6\uff0c\u73b0\u4ee3APM\u89e3\u51b3\u65b9\u6848\u80fd\u7a7f\u900f\u5bb9\u5668\u3001\u670d\u52a1\u7f51\u683c\u548c\u65e0\u670d\u52a1\u5668\u67b6\u6784\uff0c\u5728\u4e09\u4e2a\u7ef4\u5ea6\u5b9e\u73b0\u6210\u672c\u63a7\u5236\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u7ef4\u5ea6<\/strong>\uff1a\u7cbe\u786e\u8ffd\u8e2aCPU\/\u5185\u5b58\u7684&rdquo;\u771f\u5b9e\u6d88\u8017&rdquo;\uff0c\u8bc6\u522b\u8fc7\u5ea6\u914d\u7f6e\u7684\u5bb9\u5668\n<\/li>\n<li><strong>\u6548\u7387\u7ef4\u5ea6<\/strong>\uff1a\u91cf\u5316\u4ee3\u7801\u6267\u884c\u6548\u7387\uff0c\u5b9a\u4f4d\u6d88\u801780%\u8d44\u6e90\u768420%\u4f4e\u6548\u4ee3\u7801\n<\/li>\n<li><strong>\u67b6\u6784\u7ef4\u5ea6<\/strong>\uff1a\u53ef\u89c6\u5316\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u53d1\u73b0\u5197\u4f59\u8c03\u7528\u94fe\u4e0e\u4e0d\u5408\u7406\u8bbe\u8ba1\n<\/li>\n<\/ul>\n<p>\u91d1\u878d\u79d1\u6280\u4f01\u4e1aFinX\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u8fd9\u4e00\u4ef7\u503c\uff1a\u90e8\u7f72\u4e91\u539f\u751fAPM\u540e\uff0c\u5176\u5fae\u670d\u52a1\u96c6\u7fa4\u7684\u8d44\u6e90\u5229\u7528\u7387\u4ece31%\u63d0\u5347\u81f368%\uff0c\u4ec5\u8ba1\u7b97\u8d44\u6e90\u6210\u672c\u5c31\u8282\u7ea6\u4e86\u5e74\u5747340\u4e07\u7f8e\u5143\u3002<\/p>\n<h3 id=\"\u4e8c-\u7cbe\u51c6\u76d1\u63a7-\u6253\u7834\u8d44\u6e90\u6d6a\u8d39\u7684-\u9ed1\u5323\u5b50\">\u4e8c\u3001\u7cbe\u51c6\u76d1\u63a7\uff1a\u6253\u7834\u8d44\u6e90\u6d6a\u8d39\u7684&rdquo;\u9ed1\u5323\u5b50&rdquo;<\/h3>\n<p>\u5728Kubernetes\u7684\u52a8\u6001\u8c03\u5ea6\u673a\u5236\u4e0b\uff0c\u8d44\u6e90\u8bf7\u6c42(request)\u4e0e\u9650\u5236(limit)\u7684\u8bbe\u7f6e\u504f\u5dee\u53ef\u80fd\u9020\u6210\u60ca\u4eba\u6d6a\u8d39\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u66fe\u53d1\u73b0\uff1a<strong>35%\u7684Pod\u5185\u5b58\u9650\u5236\u8bbe\u7f6e\u8d85\u51fa\u5b9e\u9645\u9700\u6c422\u500d\u4ee5\u4e0a<\/strong>\uff0c\u76f8\u5f53\u4e8e\u6bcf\u6708\u4e3a&rdquo;\u7a7a\u6c14&rdquo;\u652f\u4ed817\u4e07\u7f8e\u5143\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7\uff1a<\/p>\n<ol>\n<li><em>\u5b9e\u65f6\u91c7\u96c6\u5bb9\u5668\u7c92\u5ea6\u7684\u8d44\u6e90\u4f7f\u7528\u66f2\u7ebf<\/em>\n<\/li>\n<li><em>\u5efa\u7acb\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u8d44\u6e90\u9884\u6d4b\u6a21\u578b<\/em>\n<\/li>\n<li><em>\u81ea\u52a8\u751f\u6210\u8d44\u6e90\u914d\u989d\u4f18\u5316\u5efa\u8bae<\/em><br \/>\n\u4f7f\u5f97\u4f01\u4e1a\u80fd\u5b9e\u73b0&rdquo;Just Enough&rdquo;\u7684\u8d44\u6e90\u5206\u914d\u7b56\u7565\u3002\u5de5\u5177\u94fe\u96c6\u6210\u540e\uff0c\u7528\u6237\u53ef\u76f4\u63a5\u5728CI\/CD\u6d41\u7a0b\u4e2d\u81ea\u52a8\u8c03\u6574\u8d44\u6e90\u914d\u7f6e\uff0c\u5c06\u8d44\u6e90\u6d6a\u8d39\u7387\u63a7\u5236\u57285%\u4ee5\u5185\u3002\n<\/li>\n<\/ol>\n<h3 id=\"\u4e09-\u6545\u969c\u5b9a\u4f4d-\u7f29\u77edmttr\u7684\u7ecf\u6d4e\u4ef7\u503c\">\u4e09\u3001\u6545\u969c\u5b9a\u4f4d\uff1a\u7f29\u77edMTTR\u7684\u7ecf\u6d4e\u4ef7\u503c<\/h3>\n<p>\u751f\u4ea7\u73af\u5883\u7684\u4e8b\u6545\u54cd\u5e94\u6210\u672c\u5448\u6307\u6570\u7ea7\u589e\u957f\u2014\u2014Forrester\u7814\u7a76\u8868\u660e\uff0c<strong>\u5173\u952e\u4e1a\u52a1\u7cfb\u7edf\u6bcf\u5206\u949f\u505c\u673a\u9020\u6210\u7684\u635f\u5931\u53ef\u8fbe5,000\u81f310,000\u7f8e\u5143<\/strong>\u3002\u4e91\u539f\u751fAPM\u7684\u667a\u80fd\u8bca\u65ad\u529f\u80fd\uff0c\u901a\u8fc7\uff1a<\/p>\n<ul>\n<li><strong>\u8de8\u5c42Trace\u8ffd\u8e2a<\/strong>\uff1a\u6253\u901a\u4ece\u524d\u7aef\u8bf7\u6c42\u5230\u6570\u636e\u5e93\u67e5\u8be2\u7684\u5168\u94fe\u8def\n<\/li>\n<li><strong>\u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b<\/strong>\uff1a\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u68c0\u6d4b\u504f\u79bb\u57fa\u7ebf\u7684\u6027\u80fd\u52a3\u5316\n<\/li>\n<li><strong>\u5f71\u54cd\u8303\u56f4\u8bc4\u4f30<\/strong>\uff1a\u7cbe\u786e\u8ba1\u7b97\u6545\u969c\u5bf9\u4e1a\u52a1\u6307\u6807\u7684\u5b9e\u65f6\u51b2\u51fb<br \/>\n\u4f7f\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4(MTTR)\u7f29\u77ed83%\u3002\u7269\u6d41\u516c\u53f8LogiTech\u501f\u52a9APM\u7684\u81ea\u52a8\u5316<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff0c\u5c06\u4e8b\u6545\u5904\u7406\u65f6\u957f\u4ece\u5e73\u574747\u5206\u949f\u538b\u7f29\u81f38\u5206\u949f\uff0c\u5e74\u5ea6\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e210\u4e07\u7f8e\u5143\u3002\n<\/li>\n<\/ul>\n<h3 id=\"\u56db-\u5bb9\u91cf\u89c4\u5212-\u4ece\u7ecf\u9a8c\u51b3\u7b56\u5230\u6570\u636e\u9a71\u52a8\u7684\u98de\u8dc3\">\u56db\u3001\u5bb9\u91cf\u89c4\u5212\uff1a\u4ece\u7ecf\u9a8c\u51b3\u7b56\u5230\u6570\u636e\u9a71\u52a8\u7684\u98de\u8dc3<\/h3>\n<p>\u4f20\u7edf\u5bb9\u91cf\u89c4\u5212\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\uff0c\u5e38\u5bfc\u81f4\u4e24\u79cd\u6781\u7aef\uff1a\u8fc7\u5ea6\u914d\u7f6e\u9020\u6210\u8d44\u6e90\u95f2\u7f6e\uff0c\u6216\u914d\u7f6e\u4e0d\u8db3\u5f15\u53d1\u6027\u80fd\u74f6\u9888\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7\uff1a<\/p>\n<ol>\n<li><em>\u8d1f\u8f7d\u538b\u529b\u5efa\u6a21<\/em>\uff1a\u6a21\u62df\u4e1a\u52a1\u5cf0\u503c\u671f\u7684\u8d44\u6e90\u9700\u6c42\n<\/li>\n<li><em>\u5f39\u6027\u4f38\u7f29\u9884\u6d4b<\/em>\uff1a\u9884\u6d4b\u81ea\u52a8\u6269\u7f29\u5bb9\u7684\u89e6\u53d1\u9608\u503c\n<\/li>\n<li><em>\u6210\u672c\u6548\u76ca\u5206\u6790<\/em>\uff1a\u6bd4\u5bf9\u4e0d\u540c\u5b9e\u4f8b\u7c7b\u578b\u7684\u6027\u4ef7\u6bd4<br \/>\n\u5e2e\u52a9\u67d0SaaS\u5e73\u53f0\u5728618\u5927\u4fc3\u671f\u95f4\uff0c\u5c06\u4e91\u670d\u52a1\u5668\u7528\u91cf\u7cbe\u786e\u63a7\u5236\u5728\u00b15%\u8bef\u5dee\u8303\u56f4\u5185\uff0c\u76f8\u6bd4\u4e0a\u5e74\u540c\u671f\u51cf\u5c1123%\u7684\u4e34\u65f6\u8d44\u6e90\u91c7\u8d2d\u6210\u672c\u3002\n<\/li>\n<\/ol>\n<h3 id=\"\u4e94-\u67b6\u6784\u4f18\u5316-\u6301\u7eed\u964d\u4f4e\u6280\u672f\u503a\u52a1\u6210\u672c\">\u4e94\u3001\u67b6\u6784\u4f18\u5316\uff1a\u6301\u7eed\u964d\u4f4e\u6280\u672f\u503a\u52a1\u6210\u672c<\/h3>\n<p>\u5fae\u670d\u52a1\u67b6\u6784\u7684\u71b5\u589e\u6548\u5e94\u5e38\u5bfc\u81f4\u9690\u6027\u6210\u672c\u6500\u5347\u3002APM\u7684\u67b6\u6784\u6d1e\u5bdf\u529f\u80fd\u53ef\uff1a<\/p>\n<ul>\n<li><strong>\u53ef\u89c6\u5316\u670d\u52a1\u4f9d\u8d56\u56fe<\/strong>\uff1a\u8bc6\u522b\u5faa\u73af\u8c03\u7528\u3001\u5355\u70b9\u6545\u969c\u7b49\u98ce\u9669\n<\/li>\n<li><strong>\u91cf\u5316\u63a5\u53e3\u6027\u80fd\u6307\u6807<\/strong>\uff1a\u5b9a\u4f4d\u9ad8\u5ef6\u8fdf\u3001\u9ad8\u9519\u8bef\u7387\u7684API\u7aef\u70b9\n<\/li>\n<li><strong>\u8ffd\u8e2a\u6280\u672f\u503a\u52a1\u5f71\u54cd<\/strong>\uff1a\u8ba1\u7b97\u4f4e\u6548\u4ee3\u7801\u5bfc\u81f4\u7684\u989d\u5916\u4e91\u652f\u51fa<br \/>\n\u793e\u4ea4\u5e73\u53f0Social+\u901a\u8fc7APM\u53d1\u73b0\uff0c\u5176\u6d88\u606f\u63a8\u9001\u670d\u52a1\u56e0\u5e8f\u5217\u5316\u7b97\u6cd5\u4f4e\u6548\uff0c\u6bcf\u5e74\u4ea7\u751f\u989d\u591668\u4e07\u7f8e\u5143\u7684CPU\u6210\u672c\u3002\u67b6\u6784\u4f18\u5316\u540e\uff0c\u4e0d\u4ec5\u8282\u7701\u5f00\u652f\uff0c\u66f4\u4f7f\u670d\u52a1\u54cd\u5e94\u901f\u5ea6\u63d0\u534740%\u3002\n<\/li>\n<\/ul>\n<p>\u5f53APM\u7cfb\u7edf\u4e0eFinOps\u5b9e\u8df5\u6df1\u5ea6\u7ed3\u5408\uff0c\u4f01\u4e1a\u80fd\u591f\u5efa\u7acb\u8d77\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u4e91\u8d26\u5355\u7684\u5b8c\u6574\u6210\u672c\u6620\u5c04\u3002\u8fd9\u610f\u5473\u7740\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684\u8fd0\u884c\u6210\u672c\u53d8\u5f97\u900f\u660e\u53ef\u63a7\uff0c\u6bcf\u4e2a\u5f00\u53d1\u56e2\u961f\u7684\u8d44\u6e90\u4f7f\u7528\u6548\u7387\u53ef\u88ab\u91cf\u5316\u8bc4\u4f30\u2014\u2014\u8fd9\u6b63\u662f\u4e91\u539f\u751f\u65f6\u4ee3\u5b9e\u73b0\u7cbe\u7ec6\u5316\u8fd0\u8425\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u57fa\u7840\u8bbe\u65bd\u6b63\u52a0\u901f\u5411\u4e91\u539f\u751f\u67b6\u6784\u6f14\u8fdb\u3002\u5f53Kubernetes\u96c6\u7fa4\u627f\u8f7d\u7740\u6570\u4ee5\u5343\u8ba1\u7684\u5fae\u670d\u52a1\u5b9e\u4f8b\uff0c\u5f53Serverless\u51fd\u6570\u6bcf\u5929\u89e6\u53d1\u6570\u767e\u4e07\u6b21\u8c03\u7528\uff0c\u4f20\u7edf\u7684\u8fd0\u7ef4\u624b\u6bb5\u5df2\u96be\u4ee5\u5e94\u5bf9\u52a8\u6001\u73af\u5883\u4e0b\u7684\u6027\u80fd\u9ed1\u6d1e\u3002\u67d0\u5934\u90e8\u7535\u5546\u7684\u8fd0\u7ef4\u603b\u76d1\u66fe\u900f\u9732\uff1a&rdquo;\u6211\u4eec40%\u7684\u4e91\u8d44\u6e90\u6d88\u8017\u5728\u672a\u88ab\u6709\u6548\u76d1\u63a7\u7684&rsquo;\u5e7d\u7075\u5bb9\u5668&rsquo;\u4e0a\uff0c\u8fd9\u4e9b\u9690\u5f62\u6210\u672c\u6bcf\u5e74\u541e\u566c\u7740\u516b\u4f4d\u6570\u7684\u5229\u6da6\u3002&rdquo;\u8fd9\u5e76\u975e\u4e2a\u6848\u2014\u2014\u636eGartner\u8c03\u67e5\uff0c73%\u7684\u4f01\u4e1a\u5728\u4e91\u539f\u751f\u8f6c\u578b\u4e2d\u906d\u9047\u610f\u5916\u6210\u672c\u6fc0\u589e\uff0c\u800c\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff08APM\uff09\u6b63\u6210\u4e3a\u7834\u5c40\u5173\u952e\u3002 \u4e00\u3001\u4e91\u539f\u751fAPM\u7684\u6838\u5fc3\u80fd\u529b\u4e0e\u6210\u672c\u4f18\u5316\u903b\u8f91 \u4e91\u539f\u751fAPM\u7cfb\u7edf\u901a\u8fc7\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u91c7\u96c6\u3001\u667a\u80fd\u6839\u56e0\u5206\u6790\u3001\u52a8\u6001\u62d3\u6251\u6620\u5c04\u4e09\u5927\u6838\u5fc3\u80fd\u529b\uff0c\u6784\u5efa\u8d77\u6210\u672c\u4f18\u5316\u7684\u6570\u5b57\u795e\u7ecf\u7f51\u3002\u4e0d\u540c\u4e8e\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u5355\u7ef4\u5ea6\u6307\u6807\u6536\u96c6\uff0c\u73b0\u4ee3APM\u89e3\u51b3\u65b9\u6848\u80fd\u7a7f\u900f\u5bb9\u5668\u3001\u670d\u52a1\u7f51\u683c\u548c\u65e0\u670d\u52a1\u5668\u67b6\u6784\uff0c\u5728\u4e09\u4e2a\u7ef4\u5ea6\u5b9e\u73b0\u6210\u672c\u63a7\u5236\uff1a \u8d44\u6e90\u7ef4\u5ea6\uff1a\u7cbe\u786e\u8ffd\u8e2aCPU\/\u5185\u5b58\u7684&rdquo;\u771f\u5b9e\u6d88\u8017&rdquo;\uff0c\u8bc6\u522b\u8fc7\u5ea6\u914d\u7f6e\u7684\u5bb9\u5668 \u6548\u7387\u7ef4\u5ea6\uff1a\u91cf\u5316\u4ee3\u7801\u6267\u884c\u6548\u7387\uff0c\u5b9a\u4f4d\u6d88\u801780%\u8d44\u6e90\u768420%\u4f4e\u6548\u4ee3\u7801 \u67b6\u6784\u7ef4\u5ea6\uff1a\u53ef\u89c6\u5316\u670d\u52a1\u4f9d\u8d56\u5173\u7cfb\uff0c\u53d1\u73b0\u5197\u4f59\u8c03\u7528\u94fe\u4e0e\u4e0d\u5408\u7406\u8bbe\u8ba1 \u91d1\u878d\u79d1\u6280\u4f01\u4e1aFinX\u7684\u5b9e\u8df5\u5370\u8bc1\u4e86\u8fd9\u4e00\u4ef7\u503c\uff1a\u90e8\u7f72\u4e91\u539f\u751fAPM\u540e\uff0c\u5176\u5fae\u670d\u52a1\u96c6\u7fa4\u7684\u8d44\u6e90\u5229\u7528\u7387\u4ece31%\u63d0\u5347\u81f368%\uff0c\u4ec5\u8ba1\u7b97\u8d44\u6e90\u6210\u672c\u5c31\u8282\u7ea6\u4e86\u5e74\u5747340\u4e07\u7f8e\u5143\u3002 \u4e8c\u3001\u7cbe\u51c6\u76d1\u63a7\uff1a\u6253\u7834\u8d44\u6e90\u6d6a\u8d39\u7684&rdquo;\u9ed1\u5323\u5b50&rdquo; \u5728Kubernetes\u7684\u52a8\u6001\u8c03\u5ea6\u673a\u5236\u4e0b\uff0c\u8d44\u6e90\u8bf7\u6c42(request)\u4e0e\u9650\u5236(limit)\u7684\u8bbe\u7f6e\u504f\u5dee\u53ef\u80fd\u9020\u6210\u60ca\u4eba\u6d6a\u8d39\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u66fe\u53d1\u73b0\uff1a35%\u7684Pod\u5185\u5b58\u9650\u5236\u8bbe\u7f6e\u8d85\u51fa\u5b9e\u9645\u9700\u6c422\u500d\u4ee5\u4e0a\uff0c\u76f8\u5f53\u4e8e\u6bcf\u6708\u4e3a&rdquo;\u7a7a\u6c14&rdquo;\u652f\u4ed817\u4e07\u7f8e\u5143\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7\uff1a \u5b9e\u65f6\u91c7\u96c6\u5bb9\u5668\u7c92\u5ea6\u7684\u8d44\u6e90\u4f7f\u7528\u66f2\u7ebf \u5efa\u7acb\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u8d44\u6e90\u9884\u6d4b\u6a21\u578b \u81ea\u52a8\u751f\u6210\u8d44\u6e90\u914d\u989d\u4f18\u5316\u5efa\u8bae \u4f7f\u5f97\u4f01\u4e1a\u80fd\u5b9e\u73b0&rdquo;Just Enough&rdquo;\u7684\u8d44\u6e90\u5206\u914d\u7b56\u7565\u3002\u5de5\u5177\u94fe\u96c6\u6210\u540e\uff0c\u7528\u6237\u53ef\u76f4\u63a5\u5728CI\/CD\u6d41\u7a0b\u4e2d\u81ea\u52a8\u8c03\u6574\u8d44\u6e90\u914d\u7f6e\uff0c\u5c06\u8d44\u6e90\u6d6a\u8d39\u7387\u63a7\u5236\u57285%\u4ee5\u5185\u3002 \u4e09\u3001\u6545\u969c\u5b9a\u4f4d\uff1a\u7f29\u77edMTTR\u7684\u7ecf\u6d4e\u4ef7\u503c \u751f\u4ea7\u73af\u5883\u7684\u4e8b\u6545\u54cd\u5e94\u6210\u672c\u5448\u6307\u6570\u7ea7\u589e\u957f\u2014\u2014Forrester\u7814\u7a76\u8868\u660e\uff0c\u5173\u952e\u4e1a\u52a1\u7cfb\u7edf\u6bcf\u5206\u949f\u505c\u673a\u9020\u6210\u7684\u635f\u5931\u53ef\u8fbe5,000\u81f310,000\u7f8e\u5143\u3002\u4e91\u539f\u751fAPM\u7684\u667a\u80fd\u8bca\u65ad\u529f\u80fd\uff0c\u901a\u8fc7\uff1a \u8de8\u5c42Trace\u8ffd\u8e2a\uff1a\u6253\u901a\u4ece\u524d\u7aef\u8bf7\u6c42\u5230\u6570\u636e\u5e93\u67e5\u8be2\u7684\u5168\u94fe\u8def \u5f02\u5e38\u6a21\u5f0f\u8bc6\u522b\uff1a\u673a\u5668\u5b66\u4e60\u81ea\u52a8\u68c0\u6d4b\u504f\u79bb\u57fa\u7ebf\u7684\u6027\u80fd\u52a3\u5316 \u5f71\u54cd\u8303\u56f4\u8bc4\u4f30\uff1a\u7cbe\u786e\u8ba1\u7b97\u6545\u969c\u5bf9\u4e1a\u52a1\u6307\u6807\u7684\u5b9e\u65f6\u51b2\u51fb \u4f7f\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4(MTTR)\u7f29\u77ed83%\u3002\u7269\u6d41\u516c\u53f8LogiTech\u501f\u52a9APM\u7684\u81ea\u52a8\u5316\u6839\u56e0\u5206\u6790\uff0c\u5c06\u4e8b\u6545\u5904\u7406\u65f6\u957f\u4ece\u5e73\u574747\u5206\u949f\u538b\u7f29\u81f38\u5206\u949f\uff0c\u5e74\u5ea6\u8fd0\u7ef4\u6210\u672c\u964d\u4f4e210\u4e07\u7f8e\u5143\u3002 \u56db\u3001\u5bb9\u91cf\u89c4\u5212\uff1a\u4ece\u7ecf\u9a8c\u51b3\u7b56\u5230\u6570\u636e\u9a71\u52a8\u7684\u98de\u8dc3 \u4f20\u7edf\u5bb9\u91cf\u89c4\u5212\u4f9d\u8d56\u4eba\u5de5\u7ecf\u9a8c\uff0c\u5e38\u5bfc\u81f4\u4e24\u79cd\u6781\u7aef\uff1a\u8fc7\u5ea6\u914d\u7f6e\u9020\u6210\u8d44\u6e90\u95f2\u7f6e\uff0c\u6216\u914d\u7f6e\u4e0d\u8db3\u5f15\u53d1\u6027\u80fd\u74f6\u9888\u3002\u4e91\u539f\u751fAPM\u901a\u8fc7\uff1a \u8d1f\u8f7d\u538b\u529b\u5efa\u6a21\uff1a\u6a21\u62df\u4e1a\u52a1\u5cf0\u503c\u671f\u7684\u8d44\u6e90\u9700\u6c42 \u5f39\u6027\u4f38\u7f29\u9884\u6d4b\uff1a\u9884\u6d4b\u81ea\u52a8\u6269\u7f29\u5bb9\u7684\u89e6\u53d1\u9608\u503c \u6210\u672c\u6548\u76ca\u5206\u6790\uff1a\u6bd4\u5bf9\u4e0d\u540c\u5b9e\u4f8b\u7c7b\u578b\u7684\u6027\u4ef7\u6bd4 \u5e2e\u52a9\u67d0SaaS\u5e73\u53f0\u5728618\u5927\u4fc3\u671f\u95f4\uff0c\u5c06\u4e91\u670d\u52a1\u5668\u7528\u91cf\u7cbe\u786e\u63a7\u5236\u5728\u00b15%\u8bef\u5dee\u8303\u56f4\u5185\uff0c\u76f8\u6bd4\u4e0a\u5e74\u540c\u671f\u51cf\u5c1123%\u7684\u4e34\u65f6\u8d44\u6e90\u91c7\u8d2d\u6210\u672c\u3002 \u4e94\u3001\u67b6\u6784\u4f18\u5316\uff1a\u6301\u7eed\u964d\u4f4e\u6280\u672f\u503a\u52a1\u6210\u672c \u5fae\u670d\u52a1\u67b6\u6784\u7684\u71b5\u589e\u6548\u5e94\u5e38\u5bfc\u81f4\u9690\u6027\u6210\u672c\u6500\u5347\u3002APM\u7684\u67b6\u6784\u6d1e\u5bdf\u529f\u80fd\u53ef\uff1a \u53ef\u89c6\u5316\u670d\u52a1\u4f9d\u8d56\u56fe\uff1a\u8bc6\u522b\u5faa\u73af\u8c03\u7528\u3001\u5355\u70b9\u6545\u969c\u7b49\u98ce\u9669 \u91cf\u5316\u63a5\u53e3\u6027\u80fd\u6307\u6807\uff1a\u5b9a\u4f4d\u9ad8\u5ef6\u8fdf\u3001\u9ad8\u9519\u8bef\u7387\u7684API\u7aef\u70b9 \u8ffd\u8e2a\u6280\u672f\u503a\u52a1\u5f71\u54cd\uff1a\u8ba1\u7b97\u4f4e\u6548\u4ee3\u7801\u5bfc\u81f4\u7684\u989d\u5916\u4e91\u652f\u51fa \u793e\u4ea4\u5e73\u53f0Social+\u901a\u8fc7APM\u53d1\u73b0\uff0c\u5176\u6d88\u606f\u63a8\u9001\u670d\u52a1\u56e0\u5e8f\u5217\u5316\u7b97\u6cd5\u4f4e\u6548\uff0c\u6bcf\u5e74\u4ea7\u751f\u989d\u591668\u4e07\u7f8e\u5143\u7684CPU\u6210\u672c\u3002\u67b6\u6784\u4f18\u5316\u540e\uff0c\u4e0d\u4ec5\u8282\u7701\u5f00\u652f\uff0c\u66f4\u4f7f\u670d\u52a1\u54cd\u5e94\u901f\u5ea6\u63d0\u534740%\u3002 \u5f53APM\u7cfb\u7edf\u4e0eFinOps\u5b9e\u8df5\u6df1\u5ea6\u7ed3\u5408\uff0c\u4f01\u4e1a\u80fd\u591f\u5efa\u7acb\u8d77\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u4e91\u8d26\u5355\u7684\u5b8c\u6574\u6210\u672c\u6620\u5c04\u3002\u8fd9\u610f\u5473\u7740\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684\u8fd0\u884c\u6210\u672c\u53d8\u5f97\u900f\u660e\u53ef\u63a7\uff0c\u6bcf\u4e2a\u5f00\u53d1\u56e2\u961f\u7684\u8d44\u6e90\u4f7f\u7528\u6548\u7387\u53ef\u88ab\u91cf\u5316\u8bc4\u4f30\u2014\u2014\u8fd9\u6b63\u662f\u4e91\u539f\u751f\u65f6\u4ee3\u5b9e\u73b0\u7cbe\u7ec6\u5316\u8fd0\u8425\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u3002<\/p>\n","protected":false},"author":4,"featured_media":35309,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-35308","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\/35308","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=35308"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35308\/revisions"}],"predecessor-version":[{"id":35310,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/35308\/revisions\/35310"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/35309"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=35308"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=35308"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=35308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}