{"id":32510,"date":"2025-03-04T10:18:10","date_gmt":"2025-03-04T02:18:10","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32510"},"modified":"2025-03-04T10:18:10","modified_gmt":"2025-03-04T02:18:10","slug":"%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%b9%b3%e5%8f%b0%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e6%97%a0%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%9e%b6%e6%9e%84%e7%9a%84%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32510.html","title":{"rendered":"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/c8f580ef70e4342.jpg\" alt=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u652f\u6301\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u4e91\u8ba1\u7b97\u9886\u57df\uff0c\u65e0\u670d\u52a1\u5668\u67b6\u6784\uff08Serverless\uff09\u7684\u5d1b\u8d77\u5f7b\u5e95\u6539\u53d8\u4e86\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u4f01\u4e1a\u4e0d\u518d\u9700\u8981\u7ba1\u7406\u5e95\u5c42\u670d\u52a1\u5668\uff0c\u53ea\u9700\u4e13\u6ce8\u4e1a\u52a1\u903b\u8f91\u5f00\u53d1\u5373\u53ef\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u201c\u65e0\u9700\u8fd0\u7ef4\u201d\u7684\u4fbf\u5229\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\uff1a<strong>\u5f53\u4ee3\u7801\u8fd0\u884c\u5728\u5b8c\u5168\u6258\u7ba1\u7684\u4e91\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3001\u8ffd\u8e2a\u9519\u8bef\u6839\u6e90\uff0c\u751a\u81f3\u9884\u6d4b\u6f5c\u5728\u98ce\u9669\uff1f<\/strong> \u8fd9\u6b63\u662f<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\uff08Observability Platform\uff09\u7684\u4ef7\u503c\u6240\u5728\u3002\u6839\u636eGartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u91c7\u7528\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u4f01\u4e1a\u5c06\u4f9d\u8d56\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u5b9e\u73b0\u9ad8\u6548\u8fd0\u7ef4\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\u5982\u4f55\u7834\u89e3\u65e0\u670d\u52a1\u5668\u76d1\u63a7\u7684\u96be\u9898<\/strong>\uff0c\u5e76\u63ed\u793a\u5176\u5728\u73b0\u4ee3\u4e91\u539f\u751f\u4f53\u7cfb\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002<\/p>\n<hr>\n<h3 id=\"\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\u6311\u6218-\u4ece-\u9ed1\u76d2-\u5230\u900f\u660e\u5316\"><strong>\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\u6311\u6218\uff1a\u4ece\u201c\u9ed1\u76d2\u201d\u5230\u900f\u660e\u5316<\/strong><\/h3>\n<p>\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u6838\u5fc3\u7279\u5f81\u5728\u4e8e\u5176<strong>\u4e8b\u4ef6\u9a71\u52a8<\/strong>\u548c<strong>\u77ed\u6682\u6027<\/strong>\u3002\u51fd\u6570\u5373\u670d\u52a1\uff08FaaS\uff09\u5982AWS Lambda\u6216Azure Functions\uff0c\u901a\u5e38\u4ee5\u6beb\u79d2\u7ea7\u65f6\u957f\u6267\u884c\uff0c\u4e14\u8fd0\u884c\u73af\u5883\u7531\u4e91\u4f9b\u5e94\u5546\u52a8\u6001\u5206\u914d\u3002\u8fd9\u79cd\u7279\u6027\u5bfc\u81f4\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u4e09\u5927\u76f2\u533a\uff1a<\/p>\n<ol>\n<li><strong>\u7f3a\u4e4f\u4e0a\u4e0b\u6587\u5173\u8054<\/strong>\uff1a\u5355\u4e2a\u8bf7\u6c42\u53ef\u80fd\u89e6\u53d1\u591a\u4e2a\u51fd\u6570\u94fe\u5f0f\u8c03\u7528\uff0c\u4f46\u4f20\u7edf\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\uff09\u65e0\u6cd5\u8fd8\u539f\u5b8c\u6574\u7684\u6267\u884c\u8def\u5f84\u3002\n<\/li>\n<li><strong>\u51b7\u542f\u52a8\u5ef6\u8fdf\u9690\u533f<\/strong>\uff1a\u51fd\u6570\u7684\u9996\u6b21\u542f\u52a8\u6216\u957f\u65f6\u95f4\u672a\u8c03\u7528\u540e\u7684\u91cd\u542f\uff08\u51b7\u542f\u52a8\uff09\u53ef\u80fd\u5bfc\u81f4\u54cd\u5e94\u5ef6\u8fdf\uff0c\u4f46\u5f00\u53d1\u8005\u96be\u4ee5\u6355\u6349\u5176\u53d1\u751f\u9891\u7387\u4e0e\u5f71\u54cd\u8303\u56f4\u3002\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u56f0\u96be<\/strong>\uff1a\u5fae\u670d\u52a1\u4e0e\u65e0\u670d\u52a1\u5668\u6df7\u5408\u67b6\u6784\u4e2d\uff0c\u9519\u8bef\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u670d\u52a1\uff0c\u800c\u65e5\u5fd7\u5206\u6563\u5728\u4e0d\u540c\u5e73\u53f0\uff0c\u6392\u67e5\u6548\u7387\u4f4e\u4e0b\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u95ee\u9898\u4f7f\u5f97\u4f20\u7edf\u7684APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\uff0c\u800c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7<strong>\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09\u7684\u6df1\u5ea6\u878d\u5408<\/strong>\uff0c\u63d0\u4f9b\u4e86\u66f4\u7acb\u4f53\u7684\u6d1e\u5bdf\u80fd\u529b\u3002<\/p>\n<hr>\n<h3 id=\"\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b\"><strong>\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<h4 id=\"1-\u5168\u6808\u6570\u636e\u91c7\u96c6\u4e0e\u5173\u8054\"><strong>1. \u5168\u6808\u6570\u636e\u91c7\u96c6\u4e0e\u5173\u8054<\/strong><\/h4>\n<p>\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\u9700\u8981\u8986\u76d6\u4ece\u51fd\u6570\u89e6\u53d1\u3001\u6267\u884c\u5230\u8d44\u6e90\u91ca\u653e\u7684\u5168\u751f\u547d\u5468\u671f\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0\u6570\u636e\u7684\u65e0\u7f1d\u6574\u5408\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u6ce8\u5165\u63a2\u9488<\/strong>\uff1a\u5728\u51fd\u6570\u90e8\u7f72\u65f6\u5d4c\u5165\u8f7b\u91cf\u7ea7\u4ee3\u7406\uff0c\u5b9e\u65f6\u6355\u83b7\u8fd0\u884c\u65f6\u6307\u6807\uff08\u5982\u5185\u5b58\u6d88\u8017\u3001\u6267\u884c\u65f6\u957f\uff09\u3002\n<\/li>\n<li><strong>\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u94fe\u8def\u8ffd\u8e2a<\/strong>\uff1a\u901a\u8fc7OpenTelemetry\u7b49\u6807\u51c6\u534f\u8bae\uff0c\u5c06\u5206\u6563\u7684\u51fd\u6570\u8c03\u7528\u4e32\u8054\u4e3a\u5b8c\u6574\u7684\u4e1a\u52a1\u6d41\uff0c\u5e76\u6807\u6ce8\u5173\u952e\u6807\u7b7e\uff08\u5982\u7528\u6237ID\u3001\u8bf7\u6c42\u6765\u6e90\uff09\u3002\n<\/li>\n<li><strong>\u65e5\u5fd7\u7ed3\u6784\u5316\u5904\u7406<\/strong>\uff1a\u539f\u59cb\u65e5\u5fd7\u7ecf\u8fc7\u89e3\u6790\u540e\uff0c\u4e0e\u6307\u6807\u548c\u8ffd\u8e2a\u6570\u636e\u5173\u8054\uff0c\u652f\u6301\u901a\u8fc7\u5355\u4e00\u754c\u9762\u56de\u6eaf\u95ee\u9898\u6839\u6e90\u3002\n<\/li>\n<\/ul>\n<p>\u5f53\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u5904\u7406\u51fd\u6570\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u5e73\u53f0\u53ef\u5feb\u901f\u663e\u793a\u8be5\u9519\u8bef\u5f71\u54cd\u7684\u7528\u6237\u4f1a\u8bdd\u3001\u5173\u8054\u7684\u652f\u4ed8\u51fd\u6570\u6267\u884c\u72b6\u6001\uff0c\u751a\u81f3\u540c\u4e00\u65f6\u95f4\u6bb5\u5185\u7684\u8d44\u6e90\u6ce2\u52a8\u60c5\u51b5\u3002<\/p>\n<h4 id=\"2-\u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u4e0e\u6839\u56e0\u5206\u6790\"><strong>2. \u667a\u80fd\u5f02\u5e38\u68c0\u6d4b\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong><\/h4>\n<p>\u65e0\u670d\u52a1\u5668\u73af\u5883\u7684\u9ad8\u5ea6\u52a8\u6001\u6027\u4f7f\u5f97\u9608\u503c\u544a\u8b66\uff08\u5982CPU\u4f7f\u7528\u7387\u8d85\u8fc780%\uff09\u5bb9\u6613\u4ea7\u751f\u8bef\u62a5\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u5b9e\u73b0<strong>\u52a8\u6001\u57fa\u7ebf\u6821\u51c6<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u65f6\u5e8f\u9884\u6d4b<\/strong>\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u51fd\u6570\u8c03\u7528\u9891\u7387\u3001\u6267\u884c\u65f6\u95f4\u7684\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\uff0c\u51cf\u5c11\u56e0\u6d41\u91cf\u81ea\u7136\u6ce2\u52a8\u5f15\u53d1\u7684\u8bef\u544a\u8b66\u3002\n<\/li>\n<li><strong>\u591a\u7ef4\u5ea6\u5173\u8054\u5206\u6790<\/strong>\uff1a\u5f53\u51fd\u6570\u8d85\u65f6\u9519\u8bef\u7a81\u589e\u65f6\uff0c\u7cfb\u7edf\u81ea\u52a8\u5173\u8054\u540c\u671f\u90e8\u7f72\u7684\u4ee3\u7801\u7248\u672c\u3001\u4e0b\u6e38API\u54cd\u5e94\u5ef6\u8fdf\u6216\u7b2c\u4e09\u65b9\u670d\u52a1\u72b6\u6001\uff0c\u7f29\u5c0f\u6392\u67e5\u8303\u56f4\u3002\n<\/li>\n<li><strong>\u70ed\u70b9\u51fd\u6570\u8bc6\u522b<\/strong>\uff1a\u901a\u8fc7\u706b\u7130\u56fe\uff08Flame Graph\uff09\u76f4\u89c2\u5c55\u793a\u51fd\u6570\u5185\u4ee3\u7801\u6267\u884c\u8017\u65f6\uff0c\u5e2e\u52a9\u4f18\u5316\u51b7\u542f\u52a8\u6216\u5185\u5b58\u6cc4\u6f0f\u95ee\u9898\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u901a\u8fc7\u8fd9\u4e00\u80fd\u529b\uff0c\u5c06\u6545\u969c\u5e73\u5747\u89e3\u51b3\u65f6\u95f4\uff08MTTR\uff09\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\u3002<\/p>\n<h4 id=\"3-\u6210\u672c\u4e0e\u6027\u80fd\u7684\u5e73\u8861\u4f18\u5316\"><strong>3. \u6210\u672c\u4e0e\u6027\u80fd\u7684\u5e73\u8861\u4f18\u5316<\/strong><\/h4>\n<p>\u65e0\u670d\u52a1\u5668\u67b6\u6784\u6309\u9700\u4ed8\u8d39\u7684\u6a21\u5f0f\u8981\u6c42\u7cbe\u51c6\u63a7\u5236\u8d44\u6e90\u6d88\u8017\u3002\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u53ef\u63d0\u4f9b\uff1a<\/p>\n<ul>\n<li><strong>\u8d44\u6e90\u5229\u7528\u7387\u6d1e\u5bdf<\/strong>\uff1a\u7edf\u8ba1\u51fd\u6570\u5185\u5b58\u914d\u7f6e\u4e0e\u5b9e\u9645\u4f7f\u7528\u7684\u5dee\u503c\uff0c\u63a8\u8350\u6700\u4f73\u914d\u7f6e\u53c2\u6570\u4ee5\u907f\u514d\u8fc7\u5ea6\u5206\u914d\uff08\u5982\u5c06512MB\u5185\u5b58\u964d\u81f3256MB\uff09\u3002\n<\/li>\n<li><strong>\u51b7\u542f\u52a8\u5f71\u54cd\u91cf\u5316<\/strong>\uff1a\u5206\u6790\u51b7\u542f\u52a8\u5bfc\u81f4\u7684\u5ef6\u8fdf\u5206\u5e03\uff0c\u7ed3\u5408\u4e1a\u52a1\u5cf0\u503c\u89c4\u5f8b\uff0c\u5efa\u8bae\u9884\u70ed\u7b56\u7565\u6216\u51fd\u6570\u5e76\u53d1\u8c03\u6574\u3002\n<\/li>\n<li><strong>\u4f9d\u8d56\u62d3\u6251\u53ef\u89c6\u5316<\/strong>\uff1a\u7ed8\u5236\u51fd\u6570\u4e0e\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\u7b49\u670d\u52a1\u7684\u4f9d\u8d56\u5173\u7cfb\u56fe\uff0c\u8bc6\u522b\u9ad8\u5ef6\u8fdf\u6216\u9ad8\u9519\u8bef\u7387\u7684\u7b2c\u4e09\u65b9\u8c03\u7528\u3002\n<\/li>\n<\/ul>\n<p>\u636eCNCF\u6848\u4f8b\u7814\u7a76\uff0c\u4e00\u5bb6\u5a92\u4f53\u516c\u53f8\u901a\u8fc7\u4f18\u5316\u51fd\u6570\u914d\u7f6e\uff0c\u5c06\u6708\u5ea6\u4e91\u6210\u672c\u964d\u4f4e\u4e8637%\u3002<\/p>\n<hr>\n<h3 id=\"\u5b9e\u6218\u573a\u666f-\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u8d4b\u80fd\u65e0\u670d\u52a1\u5668\u8fd0\u7ef4\"><strong>\u5b9e\u6218\u573a\u666f\uff1a\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u8d4b\u80fd\u65e0\u670d\u52a1\u5668\u8fd0\u7ef4<\/strong><\/h3>\n<h4 id=\"\u573a\u666f\u4e00-\u5feb\u901f\u8bca\u65ad\u7ea7\u8054\u6545\u969c\"><strong>\u573a\u666f\u4e00\uff1a\u5feb\u901f\u8bca\u65ad\u7ea7\u8054\u6545\u969c<\/strong><\/h4>\n<p>\u5728\u4e00\u6b21\u4fc3\u9500\u6d3b\u52a8\u4e2d\uff0c\u67d0\u96f6\u552e\u5e73\u53f0\u7684\u5e93\u5b58\u67e5\u8be2\u63a5\u53e3\u54cd\u5e94\u65f6\u95f4\u9aa4\u589e\u3002\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u8fd0\u7ef4\u56e2\u961f\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li>\u5e93\u5b58\u51fd\u6570\uff08Function A\uff09\u7684\u6570\u636e\u5e93\u67e5\u8be2\u5ef6\u8fdf\u4ece\u5e73\u574750ms\u4e0a\u5347\u81f31200ms\uff1b\n<\/li>\n<li>\u8fdb\u4e00\u6b65\u8ffd\u8e2a\u663e\u793a\uff0c80%\u7684\u5ef6\u8fdf\u6e90\u81ea\u67d0\u4e2a\u7279\u5b9a\u533a\u57df\u7528\u6237\u7684\u8bf7\u6c42\uff1b\n<\/li>\n<li>\u65e5\u5fd7\u663e\u793a\u8be5\u533a\u57df\u8bf7\u6c42\u89e6\u53d1\u4e86\u51fd\u6570\u4e0eRedis\u7f13\u5b58\u7684\u5927\u91cf\u8fde\u63a5\u8d85\u65f6\u3002\n<\/li>\n<\/ul>\n<p>\u6700\u7ec8\u5b9a\u4f4d\u5230Redis\u96c6\u7fa4\u7684\u7f51\u7edc\u5e26\u5bbd\u74f6\u9888\uff0c\u56e2\u961f\u8fc5\u901f\u6269\u5bb9\u5e76\u5f15\u5165\u672c\u5730\u7f13\u5b58\u7b56\u7565\uff0c30\u5206\u949f\u5185\u6062\u590d\u670d\u52a1\u3002<\/p>\n<h4 id=\"\u573a\u666f\u4e8c-\u9884\u9632\u6027\u6027\u80fd\u8c03\u4f18\"><strong>\u573a\u666f\u4e8c\uff1a\u9884\u9632\u6027\u6027\u80fd\u8c03\u4f18<\/strong><\/h4>\n<p>\u4e00\u5bb6SaaS\u4f01\u4e1a\u53d1\u73b0\u7528\u6237\u767b\u5f55\u51fd\u6570\u5076\u53d1\u8d85\u65f6\u3002\u5e73\u53f0\u5206\u6790\u663e\u793a\uff1a<\/p>\n<ul>\n<li>\u8d85\u65f6\u96c6\u4e2d\u5728\u4f7f\u7528\u7279\u5b9a\u7b2c\u4e09\u65b9\u8eab\u4efd\u9a8c\u8bc1\u670d\u52a1\u7684\u8bf7\u6c42\u4e2d\uff1b\n<\/li>\n<li>\u8be5\u670d\u52a1\u768499\u5206\u4f4d\u54cd\u5e94\u65f6\u95f4\u8f83\u4e0a\u6708\u589e\u957f200%\uff1b\n<\/li>\n<li>\u51fd\u6570\u914d\u7f6e\u7684\u5185\u5b58\u4e0d\u8db3\u5bfc\u81f4\u5783\u573e\u56de\u6536\uff08GC\uff09\u9891\u7387\u589e\u52a0\u3002\n<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u5207\u6362\u5907\u7528\u8eab\u4efd\u9a8c\u8bc1\u670d\u52a1\u3001\u8c03\u6574\u51fd\u6570\u5185\u5b58\u914d\u7f6e\uff0c\u8d85\u65f6\u7387\u4e0b\u964d\u81f30.01%\u3002<\/p>\n<hr>\n<h3 id=\"\u672a\u6765\u8d8b\u52bf-\u53ef\u89c2\u6d4b\u6027\u4e0eserverless\u7684\u5171\u751f\u6f14\u8fdb\"><strong>\u672a\u6765\u8d8b\u52bf\uff1a\u53ef\u89c2\u6d4b\u6027\u4e0eServerless\u7684\u5171\u751f\u6f14\u8fdb<\/strong><\/h3>\n<p>\u968f\u7740\u65e0\u670d\u52a1\u5668\u67b6\u6784\u5411\u8fb9\u7f18\u8ba1\u7b97\u3001AI\u63a8\u7406\u7b49\u573a\u666f\u6269\u5c55\uff0c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u4e5f\u5728\u6301\u7eed\u8fdb\u5316\uff1a<\/p>\n<ul>\n<li><strong>AI\u9a71\u52a8\u7684\u81ea\u6cbb\u8fd0\u7ef4<\/strong>\uff1a\u5e73\u53f0\u4e0d\u4ec5\u80fd\u53d1\u73b0\u95ee\u9898\uff0c\u8fd8\u80fd\u81ea\u52a8\u6267\u884c\u6269\u7f29\u5bb9\u3001\u56de\u6eda\u6216\u6d41\u91cf\u5207\u6362\u3002\u4f8b\u5982\uff0c\u6839\u636e\u9884\u6d4b\u6d41\u91cf\u63d0\u524d\u9884\u70ed\u51fd\u6570\u5b9e\u4f8b\u3002\n<\/li>\n<li><strong>\u5b89\u5168\u53ef\u89c2\u6d4b\u6027\u878d\u5408<\/strong>\uff1a\u68c0\u6d4b\u5f02\u5e38\u51fd\u6570\u884c\u4e3a\uff08\u5982\u975e\u6388\u6743\u6570\u636e\u8bbf\u95ee\uff09\u5e76\u4e0e\u5b89\u5168\u4e8b\u4ef6\u5173\u8054\uff0c\u5b9e\u73b0DevSecOps\u95ed\u73af\u3002\n<\/li>\n<li><strong>\u4f4e\u4ee3\u7801\u914d\u7f6e\u754c\u9762<\/strong>\uff1a\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u751f\u6210\u76d1\u63a7\u4eea\u8868\u76d8\u6216\u544a\u8b66\u89c4\u5219\uff0c\u964d\u4f4e\u975e\u6280\u672f\u56e2\u961f\u7684\u4f7f\u7528\u95e8\u69db\u3002\n<\/li>\n<\/ul>\n<p>\u6b63\u5982Google Cloud\u9996\u5e2d\u5de5\u7a0b\u5e08\u6240\u8a00\uff1a\u201c\u672a\u6765\u7684\u53ef\u89c2\u6d4b\u6027\u5c06\u4e0d\u518d\u662f\u88ab\u52a8\u7684\u2018\u6545\u969c\u706d\u706b\u5668\u2019\uff0c\u800c\u662f\u63a8\u52a8\u4e1a\u52a1\u6301\u7eed\u521b\u65b0\u7684\u6838\u5fc3\u5f15\u64ce\u3002\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u4e91\u8ba1\u7b97\u9886\u57df\uff0c\u65e0\u670d\u52a1\u5668\u67b6\u6784\uff08Serverless\uff09\u7684\u5d1b\u8d77\u5f7b\u5e95\u6539\u53d8\u4e86\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u4f01\u4e1a\u4e0d\u518d\u9700\u8981\u7ba1\u7406\u5e95\u5c42\u670d\u52a1\u5668\uff0c\u53ea\u9700\u4e13\u6ce8\u4e1a\u52a1\u903b\u8f91\u5f00\u53d1\u5373\u53ef\u3002\u7136\u800c\uff0c\u8fd9\u79cd\u201c\u65e0\u9700\u8fd0\u7ef4\u201d\u7684\u4fbf\u5229\u4e5f\u5e26\u6765\u4e86\u65b0\u7684\u6311\u6218\uff1a\u5f53\u4ee3\u7801\u8fd0\u884c\u5728\u5b8c\u5168\u6258\u7ba1\u7684\u4e91\u73af\u5883\u4e2d\uff0c\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u3001\u8ffd\u8e2a\u9519\u8bef\u6839\u6e90\uff0c\u751a\u81f3\u9884\u6d4b\u6f5c\u5728\u98ce\u9669\uff1f \u8fd9\u6b63\u662f\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff08Observability Platform\uff09\u7684\u4ef7\u503c\u6240\u5728\u3002\u6839\u636eGartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u91c7\u7528\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u4f01\u4e1a\u5c06\u4f9d\u8d56\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u5b9e\u73b0\u9ad8\u6548\u8fd0\u7ef4\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u5982\u4f55\u7834\u89e3\u65e0\u670d\u52a1\u5668\u76d1\u63a7\u7684\u96be\u9898\uff0c\u5e76\u63ed\u793a\u5176\u5728\u73b0\u4ee3\u4e91\u539f\u751f\u4f53\u7cfb\u4e2d\u7684\u5173\u952e\u4f5c\u7528\u3002 \u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u76d1\u63a7\u6311\u6218\uff1a\u4ece\u201c\u9ed1\u76d2\u201d\u5230\u900f\u660e\u5316 \u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u6838\u5fc3\u7279\u5f81\u5728\u4e8e\u5176\u4e8b\u4ef6\u9a71\u52a8\u548c\u77ed\u6682\u6027\u3002\u51fd\u6570\u5373\u670d\u52a1\uff08FaaS\uff09\u5982AWS Lambda\u6216Azure Functions\uff0c\u901a\u5e38\u4ee5\u6beb\u79d2\u7ea7\u65f6\u957f\u6267\u884c\uff0c\u4e14\u8fd0\u884c\u73af\u5883\u7531\u4e91\u4f9b\u5e94\u5546\u52a8\u6001\u5206\u914d\u3002\u8fd9\u79cd\u7279\u6027\u5bfc\u81f4\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u7684\u4e09\u5927\u76f2\u533a\uff1a \u7f3a\u4e4f\u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u5355\u4e2a\u8bf7\u6c42\u53ef\u80fd\u89e6\u53d1\u591a\u4e2a\u51fd\u6570\u94fe\u5f0f\u8c03\u7528\uff0c\u4f46\u4f20\u7edf\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\uff09\u65e0\u6cd5\u8fd8\u539f\u5b8c\u6574\u7684\u6267\u884c\u8def\u5f84\u3002 \u51b7\u542f\u52a8\u5ef6\u8fdf\u9690\u533f\uff1a\u51fd\u6570\u7684\u9996\u6b21\u542f\u52a8\u6216\u957f\u65f6\u95f4\u672a\u8c03\u7528\u540e\u7684\u91cd\u542f\uff08\u51b7\u542f\u52a8\uff09\u53ef\u80fd\u5bfc\u81f4\u54cd\u5e94\u5ef6\u8fdf\uff0c\u4f46\u5f00\u53d1\u8005\u96be\u4ee5\u6355\u6349\u5176\u53d1\u751f\u9891\u7387\u4e0e\u5f71\u54cd\u8303\u56f4\u3002 \u5206\u5e03\u5f0f\u8ffd\u8e2a\u56f0\u96be\uff1a\u5fae\u670d\u52a1\u4e0e\u65e0\u670d\u52a1\u5668\u6df7\u5408\u67b6\u6784\u4e2d\uff0c\u9519\u8bef\u53ef\u80fd\u8de8\u8d8a\u591a\u4e2a\u670d\u52a1\uff0c\u800c\u65e5\u5fd7\u5206\u6563\u5728\u4e0d\u540c\u5e73\u53f0\uff0c\u6392\u67e5\u6548\u7387\u4f4e\u4e0b\u3002 \u8fd9\u4e9b\u95ee\u9898\u4f7f\u5f97\u4f20\u7edf\u7684APM\uff08\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\uff0c\u800c\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u901a\u8fc7\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u94fe\u8def\u8ffd\u8e2a\uff08Traces\uff09\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u4f9b\u4e86\u66f4\u7acb\u4f53\u7684\u6d1e\u5bdf\u80fd\u529b\u3002 \u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u7684\u4e09\u5927\u6838\u5fc3\u80fd\u529b 1. \u5168\u6808\u6570\u636e\u91c7\u96c6\u4e0e\u5173\u8054 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