{"id":35015,"date":"2025-03-11T15:12:46","date_gmt":"2025-03-11T07:12:46","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35015"},"modified":"2025-03-11T15:12:46","modified_gmt":"2025-03-11T07:12:46","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%e5%ae%9e%e7%8e%b0%e6%8c%81%e7%bb%ad%e4%ba%a4%e4%bb%98%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35015.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u6301\u7eed\u4ea4\u4ed8\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/1W1Mg.jpg\" alt=\"\u4e91\u539f\u751fAPM\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u6301\u7eed\u4ea4\u4ed8\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u52a0\u901f\u843d\u5730\u7684\u4eca\u5929\uff0c\u4f01\u4e1a\u5bf9\u4e8e\u8f6f\u4ef6\u4ea4\u4ed8\u6548\u7387\u7684\u8981\u6c42\u5df2\u4ece\u201c\u6309\u6708\u8fed\u4ee3\u201d\u8dc3\u5347\u81f3\u201c\u6309\u9700\u53d1\u5e03\u201d\u3002*\u6301\u7eed\u4ea4\u4ed8\uff08Continuous Delivery\uff09*\u4f5c\u4e3a\u4e00\u79cd\u6838\u5fc3\u5de5\u7a0b\u5b9e\u8df5\uff0c\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u5728\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5206\u949f\u5185\u5b8c\u6210\u4ee3\u7801\u5230\u751f\u4ea7\u73af\u5883\u7684\u65e0\u7f1d\u6d41\u8f6c\u3002\u7136\u800c\uff0c\u5fae\u670d\u52a1\u67b6\u6784\u3001\u5bb9\u5668\u5316\u90e8\u7f72\u4ee5\u53ca\u52a8\u6001\u6269\u7f29\u5bb9\u7b49\u4e91\u539f\u751f\u6280\u672f\u7684\u666e\u53ca\uff0c\u8ba9\u8f6f\u4ef6\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\u3002<strong>\u6b64\u65f6\uff0c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fAPM<\/a>\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09<\/strong> \u4f5c\u4e3a\u201c\u53ef\u89c2\u6d4b\u6027\u201d\u7684\u5173\u952e\u652f\u67f1\uff0c\u6b63\u5728\u4ece\u5e55\u540e\u8d70\u5411\u53f0\u524d\uff0c\u6210\u4e3a\u4f01\u4e1a\u5b9e\u73b0\u9ad8\u8d28\u91cf\u6301\u7eed\u4ea4\u4ed8\u7684\u9690\u5f62\u63a8\u624b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u6301\u7eed\u4ea4\u4ed8\u7684\u6311\u6218-\u4e3a\u4ec0\u4e48\u9700\u8981\u4e91\u539f\u751fapm\"><strong>\u4e00\u3001\u6301\u7eed\u4ea4\u4ed8\u7684\u6311\u6218\uff1a\u4e3a\u4ec0\u4e48\u9700\u8981<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u4e91\u539f\u751fAPM<\/a>\uff1f<\/strong><\/h3>\n<p>\u6301\u7eed\u4ea4\u4ed8\u7684\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u6d41\u7a0b\u5feb\u901f\u3001\u5b89\u5168\u5730\u53d1\u5e03\u8f6f\u4ef6\uff0c\u4f46\u8fd9\u4e00\u8fc7\u7a0b\u9762\u4e34\u4e09\u5927\u74f6\u9888\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u73af\u5883\u4e0d\u4e00\u81f4\u6027<\/strong><br \/>\n\u4ece\u5f00\u53d1\u5230\u751f\u4ea7\u7684\u5168\u94fe\u8def\u4e2d\uff0c\u5bb9\u5668\u7f16\u6392\u3001\u670d\u52a1\u7f51\u683c\u7b49\u4e91\u539f\u751f\u6280\u672f\u7684\u52a8\u6001\u7279\u6027\u53ef\u80fd\u5bfc\u81f4\u4e0d\u540c\u73af\u5883\u7684\u884c\u4e3a\u5dee\u5f02\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u96be\u4ee5\u6355\u6349\u77ac\u65f6\u6545\u969c\uff0c\u4f8b\u5982\u67d0\u6b21\u4ee3\u7801\u63d0\u4ea4\u540e\uff0c\u67d0\u5fae\u670d\u52a1\u5728\u6d4b\u8bd5\u73af\u5883\u8868\u73b0\u6b63\u5e38\uff0c\u5374\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u56e0\u8d44\u6e90\u7ade\u4e89\u51fa\u73b0\u5ef6\u8fdf\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6027\u80fd\u74f6\u9888\u7684\u9690\u853d\u6027<\/strong><br \/>\n\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u4e00\u4e2aAPI\u8c03\u7528\u53ef\u80fd\u6d89\u53ca\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\u3002\u82e5\u7f3a\u4e4f\u7aef\u5230\u7aef\u7684\u8ffd\u8e2a\u80fd\u529b\uff0c\u6027\u80fd\u95ee\u9898\u53ef\u80fd\u88ab\u63a9\u76d6\u5728\u590d\u6742\u7684\u8c03\u7528\u94fe\u8def\u4e2d\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u5728\u4fc3\u9500\u671f\u95f4\u56e0\u7f13\u5b58\u670d\u52a1\u54cd\u5e94\u7f13\u6162\u5bfc\u81f4\u8ba2\u5355\u6d41\u5931\uff0c\u4f46\u5b9a\u4f4d\u95ee\u9898\u5374\u9700\u8017\u8d39\u6570\u5c0f\u65f6\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53cd\u9988\u5ef6\u8fdf\u7684\u4ee3\u4ef7<\/strong><br \/>\n\u6301\u7eed\u4ea4\u4ed8\u4f9d\u8d56\u4e8e\u5feb\u901f\u9a8c\u8bc1\uff0c\u4f46\u4f20\u7edf\u76d1\u63a7\u5f80\u5f80\u4fa7\u91cd\u4e8b\u540e\u5206\u6790\u3002\u5f53\u95ee\u9898\u5728\u751f\u4ea7\u73af\u5883\u66b4\u9732\u65f6\uff0c\u4fee\u590d\u6210\u672c\u5df2\u5927\u5e45\u4e0a\u5347\u3002\u636eGartner\u7edf\u8ba1\uff0c<em>\u751f\u4ea7\u73af\u5883\u6545\u969c\u7684\u5e73\u5747\u4fee\u590d\u6210\u672c\u662f\u6d4b\u8bd5\u73af\u5883\u768410\u500d\u4ee5\u4e0a<\/em>\u3002<\/p>\n<\/li>\n<\/ol>\n<p><strong>\u4e91\u539f\u751fAPM\u7684\u4ef7\u503c\u5728\u6b64\u51f8\u663e<\/strong>\uff1a\u5b83\u901a\u8fc7\u5b9e\u65f6\u91c7\u96c6\u4ee3\u7801\u7ea7\u6027\u80fd\u6570\u636e\u3001\u7ed8\u5236\u5168\u6808\u62d3\u6251\u5173\u7cfb\u3001\u5173\u8054\u4e1a\u52a1\u6307\u6807\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u201c\u53d1\u5e03\u524d\u9884\u9632-\u53d1\u5e03\u4e2d\u9a8c\u8bc1-\u53d1\u5e03\u540e\u4f18\u5316\u201d\u7684\u95ed\u73af\u80fd\u529b\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751fapm\u5982\u4f55\u8d4b\u80fd\u6301\u7eed\u4ea4\u4ed8\"><strong>\u4e8c\u3001\u4e91\u539f\u751fAPM\u5982\u4f55\u8d4b\u80fd\u6301\u7eed\u4ea4\u4ed8\uff1f<\/strong><\/h3>\n<h4 id=\"1-\u53d1\u5e03\u524d-\u98ce\u9669\u524d\u7f6e\u62e6\u622a\"><strong>1. \u53d1\u5e03\u524d\uff1a\u98ce\u9669\u524d\u7f6e\u62e6\u622a<\/strong><\/h4>\n<p>\u5728\u6301\u7eed\u96c6\u6210\uff08CI\uff09\u9636\u6bb5\uff0cAPM\u53ef\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u6df1\u5ea6\u96c6\u6210\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u4f01\u4e1a\u901a\u8fc7<strong>\u4ee3\u7801\u7ea7\u6027\u80fd\u5256\u6790<\/strong>\u53d1\u73b0\uff0c\u65b0\u7248\u672c\u4e2d\u67d0\u4e2a\u6570\u636e\u5e93\u67e5\u8be2\u672a\u4f7f\u7528\u7d22\u5f15\uff0c\u5bfc\u81f4\u63a5\u53e3\u5ef6\u8fdf\u589e\u52a0200ms\u3002\u5f00\u53d1\u56e2\u961f\u5728\u4ee3\u7801\u5408\u5e76\u524d\u4fee\u590d\u6b64\u95ee\u9898\uff0c\u907f\u514d\u4e86\u6027\u80fd\u9000\u5316\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u3002<\/p>\n<p><strong>\u4f9d\u8d56\u62d3\u6251\u5206\u6790<\/strong>\u80fd\u63d0\u524d\u8bc6\u522b\u670d\u52a1\u95f4\u7684\u8106\u5f31\u94fe\u8def\u3002\u4f8b\u5982\uff0c\u67d0\u793e\u4ea4\u5e94\u7528\u5728\u7070\u5ea6\u53d1\u5e03\u524d\uff0c\u901a\u8fc7APM\u53d1\u73b0\u65b0\u5f15\u5165\u7684\u6d88\u606f\u961f\u5217\u670d\u52a1\u4e0e\u73b0\u6709\u65e5\u5fd7\u670d\u52a1\u5b58\u5728\u4e0d\u517c\u5bb9\uff0c\u53ca\u65f6\u8c03\u6574\u67b6\u6784\u8bbe\u8ba1\uff0c\u89c4\u907f\u4e86\u6f5c\u5728\u7684\u7cfb\u7edf\u5d29\u6e83\u98ce\u9669\u3002<\/p>\n<h4 id=\"2-\u53d1\u5e03\u4e2d-\u5b9e\u65f6\u9a8c\u8bc1\u4e0e\u7194\u65ad\"><strong>2. \u53d1\u5e03\u4e2d\uff1a\u5b9e\u65f6\u9a8c\u8bc1\u4e0e\u7194\u65ad<\/strong><\/h4>\n<p>\u5728\u6301\u7eed\u90e8\u7f72\uff08CD\uff09\u9636\u6bb5\uff0c\u4e91\u539f\u751fAPM\u7684<strong>\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong>\u80fd\u529b\u53ef\u7cbe\u786e\u91cf\u5316\u6bcf\u6b21\u53d1\u5e03\u7684\u6027\u80fd\u5f71\u54cd\u3002\u4ee5\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u4e3a\u4f8b\uff0c\u5176\u901a\u8fc7APM\u76d1\u63a7\u53d1\u73b0\uff0c\u65b0\u7248\u672c\u5ba2\u6237\u7aefSDK\u5bfc\u81f4CDN\u8282\u70b9\u8d1f\u8f7d\u6fc0\u589e30%\uff0c\u7acb\u5373\u89e6\u53d1\u81ea\u52a8\u56de\u6eda\u673a\u5236\uff0c\u5c06\u6545\u969c\u5f71\u54cd\u8303\u56f4\u63a7\u5236\u57285%\u7684\u7528\u6237\u5185\u3002<\/p>\n<p><strong>\u591a\u7ef4\u5ea6\u7684\u9ec4\u91d1\u6307\u6807\u76d1\u63a7<\/strong>\uff08\u5982\u8bf7\u6c42\u6210\u529f\u7387\u3001\u5ef6\u8fdf\u3001\u8d44\u6e90\u5229\u7528\u7387\uff09\u7ed3\u5408\u57fa\u7ebf\u544a\u8b66\uff0c\u53ef\u786e\u4fdd\u53d1\u5e03\u8fc7\u7a0b\u7b26\u5408SLA\u8981\u6c42\u3002\u4f8b\u5982\uff0c\u67d0\u96f6\u552e\u4f01\u4e1a\u5728\u201c\u9ed1\u4e94\u201d\u671f\u95f4\u901a\u8fc7APM\u8bbe\u5b9a\u52a8\u6001\u9608\u503c\uff0c\u5f53\u8ba2\u5355\u670d\u52a1\u54cd\u5e94\u65f6\u95f4\u8d85\u8fc7\u57fa\u7ebf20%\u65f6\uff0c\u81ea\u52a8\u6682\u505c\u53d1\u5e03\u5e76\u901a\u77e5\u8fd0\u7ef4\u56e2\u961f\u3002<\/p>\n<h4 id=\"3-\u53d1\u5e03\u540e-\u95ed\u73af\u4f18\u5316\u4e0e\u77e5\u8bc6\u6c89\u6dc0\"><strong>3. \u53d1\u5e03\u540e\uff1a\u95ed\u73af\u4f18\u5316\u4e0e\u77e5\u8bc6\u6c89\u6dc0<\/strong><\/h4>\n<p>\u6301\u7eed\u4ea4\u4ed8\u5e76\u975e\u4ee5\u201c\u6210\u529f\u53d1\u5e03\u201d\u4e3a\u7ec8\u70b9\uff0c\u800c\u662f\u4ee5<strong>\u6301\u7eed\u4f18\u5316<\/strong>\u4e3a\u76ee\u6807\u3002\u4e91\u539f\u751fAPM\u7684<strong>\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\u529f\u80fd\uff0c\u53ef\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5173\u8054\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\uff0c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u3002\u4f8b\u5982\uff0c\u67d0\u822a\u65c5\u5e73\u53f0\u901a\u8fc7APM\u53d1\u73b0\uff0c\u673a\u7968\u67e5\u8be2\u63a5\u53e3\u7684\u5ef6\u8fdf\u7a81\u589e\u6e90\u4e8e\u7b2c\u4e09\u65b9\u5730\u56fe\u670d\u52a1\u7684API\u9650\u6d41\uff0c\u800c\u975e\u81ea\u8eab\u4ee3\u7801\u7f3a\u9677\uff0c\u4ece\u800c\u9488\u5bf9\u6027\u8c03\u6574\u7194\u65ad\u7b56\u7565\u3002<\/p>\n<p>\u66f4\u91cd\u8981\u7684\u662f\uff0cAPM\u79ef\u7d2f\u7684\u5386\u53f2\u6570\u636e\u53ef\u8f6c\u5316\u4e3a<strong>\u6027\u80fd\u57fa\u7ebf\u5e93<\/strong>\uff0c\u4e3a\u540e\u7eed\u7248\u672c\u63d0\u4f9b\u53c2\u8003\u3002\u4f8b\u5982\uff0c\u67d0\u6e38\u620f\u516c\u53f8\u901a\u8fc7\u5bf9\u6bd4\u5386\u6b21\u53d1\u5e03\u7684CPU\u5229\u7528\u7387\u3001\u5185\u5b58\u6cc4\u6f0f\u8d8b\u52bf\uff0c\u4f18\u5316\u8d44\u6e90\u8c03\u5ea6\u7b56\u7565\uff0c\u4f7f\u8d44\u6e90\u6210\u672c\u964d\u4f4e18%\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6280\u672f\u5b9e\u8df5-\u4e91\u539f\u751fapm\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b\"><strong>\u4e09\u3001\u6280\u672f\u5b9e\u8df5\uff1a\u4e91\u539f\u751fAPM\u7684\u56db\u5927\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<p>\u4e3a\u652f\u6491\u4e0a\u8ff0\u573a\u666f\uff0c\u73b0\u4ee3\u4e91\u539f\u751fAPM\u9700\u5177\u5907\u4ee5\u4e0b\u7279\u6027\uff1a<\/p>\n<ul>\n<li><strong>\u65e0\u4fb5\u5165\u5f0f\u63a2\u9488<\/strong>\uff1a\u901a\u8fc7\u5b57\u8282\u7801\u589e\u5f3a\u6216Sidecar\u6a21\u5f0f\u81ea\u52a8\u6ce8\u5165\u76d1\u63a7\u903b\u8f91\uff0c\u907f\u514d\u4ee3\u7801\u6539\u9020\uff1b\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6807\u51c6\u5316<\/strong>\uff1a\u652f\u6301OpenTelemetry\u7b49\u5f00\u6e90\u6807\u51c6\uff0c\u517c\u5bb9\u591a\u8bed\u8a00\u3001\u591a\u6846\u67b6\uff1b\n<\/li>\n<li><strong>AI\u9a71\u52a8\u7684\u5f02\u5e38\u68c0\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u65f6\u5e8f\u9884\u6d4b\u3001\u805a\u7c7b\u5206\u6790\u7b49\u6280\u672f\uff0c\u63d0\u524d\u53d1\u73b0\u6f5c\u5728\u98ce\u9669\uff1b\n<\/li>\n<li><strong>\u4e1a\u52a1\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5c06\u6027\u80fd\u6570\u636e\u4e0e\u7528\u6237ID\u3001\u8ba2\u5355\u72b6\u6001\u7b49\u4e1a\u52a1\u5c5e\u6027\u7ed3\u5408\uff0c\u5b9e\u73b0\u201c\u4ece\u6280\u672f\u6307\u6807\u5230\u4e1a\u52a1\u5f71\u54cd\u201d\u7684\u7ffb\u8bd1\u3002\n<\/li>\n<\/ul>\n<p>\u4ee5\u67d0\u5934\u90e8\u4e91\u5382\u5546\u7684APM\u89e3\u51b3\u65b9\u6848\u4e3a\u4f8b\uff0c\u5176\u901a\u8fc7<strong>\u670d\u52a1\u4f9d\u8d56\u56fe\u81ea\u52a8\u751f\u6210<\/strong>\u529f\u80fd\uff0c\u5e2e\u52a9\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u57283\u4e2a\u6708\u5185\u5c06\u5e73\u5747\u6545\u969c\u6062\u590d\u65f6\u95f4\uff08MTTR\uff09\u4ece45\u5206\u949f\u7f29\u77ed\u81f38\u5206\u949f\uff0c\u53d1\u5e03\u9891\u7387\u63d0\u5347\u81f3\u65e5\u574720\u6b21\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u843d\u5730\u5efa\u8bae-\u6784\u5efaapm\u9a71\u52a8\u7684\u6301\u7eed\u4ea4\u4ed8\u4f53\u7cfb\"><strong>\u56db\u3001\u843d\u5730\u5efa\u8bae\uff1a\u6784\u5efaAPM\u9a71\u52a8\u7684\u6301\u7eed\u4ea4\u4ed8\u4f53\u7cfb<\/strong><\/h3>\n<ol>\n<li><strong>\u5de5\u5177\u94fe\u6574\u5408<\/strong>\uff1a\u5c06APM\u4e0eCI\/CD\u7ba1\u9053\uff08\u5982Jenkins\u3001GitLab CI\uff09\u3001\u914d\u7f6e\u7ba1\u7406\u5de5\u5177\uff08\u5982Kubernetes\uff09\u6253\u901a\uff0c\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u9a71\u52a8\u81ea\u52a8\u5316\u51b3\u7b56\uff1b\n<\/li>\n<li><strong>\u6307\u6807\u5206\u5c42\u8bbe\u8ba1<\/strong>\uff1a\u5b9a\u4e49\u5173\u952e\u4e1a\u52a1SLI\uff08\u5982\u652f\u4ed8\u6210\u529f\u7387\uff09\u3001\u5de5\u7a0bSLO\uff08\u5982P99\u5ef6\u8fdf\u2264500ms\uff09\uff0c\u5e76\u901a\u8fc7APM\u53ef\u89c6\u5316\u5b9e\u65f6\u72b6\u6001\uff1b\n<\/li>\n<li><strong>\u7ec4\u7ec7\u534f\u4f5c\u5347\u7ea7<\/strong>\uff1a\u63a8\u52a8\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u56e2\u961f\u57fa\u4e8e\u540c\u4e00\u5957APM\u6570\u636e\u5de5\u4f5c\uff0c\u6253\u7834\u201c\u7ad6\u4e95\u5f0f\u201d\u534f\u4f5c\uff1b\n<\/li>\n<li><strong>\u6e10\u8fdb\u5f0f\u9a8c\u8bc1<\/strong>\uff1a\u4ece\u6838\u5fc3\u4e1a\u52a1\u6a21\u5757\u5f00\u59cb\u8bd5\u70b9\uff0c\u901a\u8fc7A\/B\u6d4b\u8bd5\u3001\u84dd\u7eff\u53d1\u5e03\u7b49\u7b56\u7565\u9010\u6b65\u6269\u5927APM\u7684\u51b3\u7b56\u6743\u91cd\u3002\n<\/li>\n<\/ol>\n<p>\u67d0\u8de8\u56fd\u7535\u5546\u7684\u5b9e\u8df5\u8868\u660e\uff0c<em>\u5f15\u5165\u4e91\u539f\u751fAPM\u540e\uff0c\u5176\u7248\u672c\u53d1\u5e03\u5931\u8d25\u7387\u4e0b\u964d67%<\/em>\uff0c\u540c\u65f6\u5f00\u53d1\u56e2\u961f\u5c0630%\u7684\u8fd0\u7ef4\u7cbe\u529b\u91cd\u65b0\u6295\u5165\u4e1a\u52a1\u521b\u65b0\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u5c55\u671b-\u4ece-\u76d1\u63a7-\u5230-\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u5f00\u53d1\"><strong>\u4e94\u3001\u672a\u6765\u5c55\u671b\uff1a\u4ece\u201c\u76d1\u63a7\u201d\u5230\u201c\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u5f00\u53d1\u201d<\/strong><\/h3>\n<p>\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u6f14\u8fdb\uff0cAPM\u6b63\u4ece\u201c\u6545\u969c\u6392\u67e5\u5de5\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u4e1a\u52a1\u8fde\u7eed\u6027\u4fdd\u969c\u5e73\u53f0\u201d\u3002\u672a\u6765\uff0c\u6211\u4eec\u6216\u5c06\u770b\u5230\u4ee5\u4e0b\u8d8b\u52bf\uff1a<\/p>\n<ul>\n<li><strong>\u56e0\u679c\u63a8\u7406\u5f15\u64ce<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u4ee3\u7801\u53d8\u66f4\u3001\u57fa\u7840\u8bbe\u65bd\u4e8b\u4ef6\u4e0e\u6027\u80fd\u6ce2\u52a8\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u81ea\u52a8\u751f\u6210\u4fee\u590d\u5efa\u8bae\uff1b\n<\/li>\n<li><strong>\u6027\u80fd\u6df7\u6c8c\u5de5\u7a0b<\/strong>\uff1a\u5728\u9884\u53d1\u5e03\u73af\u5883\u4e2d\u4e3b\u52a8\u6ce8\u5165\u6545\u969c\uff08\u5982\u8282\u70b9\u5b95\u673a\u3001\u7f51\u7edc\u6296\u52a8\uff09\uff0c\u9a8c\u8bc1\u7cfb\u7edf\u7684\u5f39\u6027\u8bbe\u8ba1\uff1b\n<\/li>\n<li><strong>FinOps\u6df1\u5ea6\u96c6\u6210<\/strong>\uff1a\u5c06\u8d44\u6e90\u6210\u672c\u6570\u636e\u7eb3\u5165APM\u770b\u677f\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u6027\u80fd\u4e0e\u6210\u672c\u95f4\u5b9e\u73b0\u6700\u4f18\u5e73\u8861\u3002\n<\/li>\n<\/ul>\n<p><em>\u4e91\u539f\u751fAPM\u5c06\u6210\u4e3a\u6301\u7eed\u4ea4\u4ed8\u6d41\u6c34\u7ebf\u7684\u201c\u4e2d\u67a2\u795e\u7ecf\u7cfb\u7edf\u201d<\/em>\u2014\u2014\u4e0d\u4ec5\u611f\u77e5\u7cfb\u7edf\u7684\u6bcf\u4e00\u6b21\u201c\u5fc3\u8df3\u201d\uff0c\u66f4\u5728\u4e1a\u52a1\u4ef7\u503c\u4ea4\u4ed8\u7684\u5168\u7a0b\u4e2d\u62c5\u4efb\u51b3\u7b56\u667a\u56ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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