{"id":34649,"date":"2025-03-11T14:28:55","date_gmt":"2025-03-11T06:28:55","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34649"},"modified":"2025-03-11T14:28:55","modified_gmt":"2025-03-11T06:28:55","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%e5%8a%a9%e5%8a%9bdevops%e6%b5%81%e7%a8%8b%e6%95%88%e7%8e%87%e6%8f%90%e5%8d%87%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34649.html","title":{"rendered":"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u52a9\u529bDevOps\u6d41\u7a0b\u6548\u7387\u63d0\u5347\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/j31yF.jpg\" alt=\"\u5168\u666f\u6027\u80fd\u76d1\u63a7\u5982\u4f55\u52a9\u529bDevOps\u6d41\u7a0b\u6548\u7387\u63d0\u5347\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0cDevOps\u5df2\u6210\u4e3a\u4f01\u4e1a\u52a0\u901f\u8f6f\u4ef6\u4ea4\u4ed8\u3001\u63d0\u5347\u4e1a\u52a1\u654f\u6377\u6027\u7684\u6838\u5fc3\u65b9\u6cd5\u8bba\u3002\u7136\u800c\uff0c\u968f\u7740\u7cfb\u7edf\u590d\u6742\u6027\u6307\u6570\u7ea7\u589e\u957f\uff0c\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u56e2\u961f\u9762\u4e34\u7740\u4e00\u4e2a\u5171\u540c\u6311\u6218\uff1a\u5982\u4f55\u5728\u9891\u7e41\u8fed\u4ee3\u4e2d<strong>\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u6027<\/strong>\u4e0e<strong>\u6027\u80fd\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1f\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u73af\u8282\u6216\u6307\u6807\uff0c\u96be\u4ee5\u8986\u76d6\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u751f\u4ea7\u73af\u5883\u7684\u5168\u94fe\u8def\u3002\u6b64\u65f6\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff08Full-Stack Performance Monitoring\uff09<\/strong>\u8131\u9896\u800c\u51fa\uff0c\u6210\u4e3aDevOps\u6d41\u7a0b\u4f18\u5316\u7684\u5173\u952e\u63a8\u624b\u3002\u5b83\u4e0d\u4ec5\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u66f4\u901a\u8fc7\u5b9e\u65f6\u6d1e\u5bdf\u4e0e\u667a\u80fd\u5206\u6790\uff0c\u5c06\u6027\u80fd\u95ee\u9898\u627c\u6740\u5728\u840c\u82bd\u9636\u6bb5\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u6280\u672f\u5982\u4f55\u4e3aDevOps\u56e2\u961f\u8d4b\u80fd\uff0c\u5b9e\u73b0\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u53cc\u91cd\u98de\u8dc3\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-devops\u7684\u75db\u70b9-\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u5931\u8861\"><strong>\u4e00\u3001DevOps\u7684\u75db\u70b9\uff1a\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u5931\u8861<\/strong><\/h3>\n<p>DevOps\u7684\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u4e0e\u534f\u4f5c\uff0c\u7f29\u77ed\u5f00\u53d1\u5468\u671f\u5e76\u5feb\u901f\u54cd\u5e94\u9700\u6c42\u3002\u4f46\u5b9e\u8df5\u4e2d\uff0c\u56e2\u961f\u5e38\u9677\u5165\u4e24\u96be\uff1a<\/p>\n<ol>\n<li><strong>\u5feb\u901f\u4ea4\u4ed8 vs \u7a33\u5b9a\u6027\u98ce\u9669<\/strong>\uff1a\u9ad8\u9891\u6b21\u53d1\u5e03\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u74f6\u9888\u6216\u9690\u6027\u7f3a\u9677\u6d41\u5165\u751f\u4ea7\u73af\u5883\uff1b\n<\/li>\n<li><strong>\u5c40\u90e8\u4f18\u5316 vs \u5168\u5c40\u76f2\u533a<\/strong>\uff1a\u4f20\u7edf\u76d1\u63a7\u805a\u7126\u670d\u52a1\u5668\u3001\u7f51\u7edc\u7b49\u57fa\u7840\u8bbe\u65bd\uff0c\u5ffd\u89c6\u5e94\u7528\u4ee3\u7801\u3001\u7b2c\u4e09\u65b9\u670d\u52a1\u7b49\u5c42\u9762\u7684\u5173\u8054\u5f71\u54cd\uff1b\n<\/li>\n<li><strong>\u88ab\u52a8\u54cd\u5e94 vs \u4e3b\u52a8\u9884\u9632<\/strong>\uff1a\u8d85\u8fc760%\u7684\u6545\u969c\u5728\u7528\u6237\u6295\u8bc9\u540e\u624d\u88ab\u53d1\u73b0\uff08\u6570\u636e\u6765\u6e90\uff1aGartner\uff09\uff0c\u4fee\u590d\u6210\u672c\u9661\u589e\u3002\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u77db\u76fe\u7684\u672c\u8d28\uff0c\u5728\u4e8e\u7f3a\u4e4f<strong>\u7aef\u5230\u7aef\u7684\u53ef\u89c6\u5316\u80fd\u529b<\/strong>\u4e0e<strong>\u6df1\u5ea6<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\u624b\u6bb5<\/strong>\u3002\u800c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u666f\u6027\u80fd\u76d1\u63a7<\/a>\uff0c\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u56f0\u5c40\u7684\u94a5\u5319\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u80fd\u529b\"><strong>\u4e8c\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u80fd\u529b<\/strong><\/h3>\n<p>\u4e0e\u4f20\u7edf\u7684\u5355\u4f53\u76d1\u63a7\u5de5\u5177\u4e0d\u540c\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7\u901a\u8fc7<strong>\u591a\u5c42\u6570\u636e\u878d\u5408<\/strong>\u4e0e<strong>\u667a\u80fd\u5173\u8054\u5206\u6790<\/strong>\uff0c\u6784\u5efa\u8986\u76d6\u5168\u6280\u672f\u6808\u7684\u89c2\u6d4b\u4f53\u7cfb\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong><br \/>\n\u4ece\u7528\u6237\u7aef\u7684\u524d\u7aef\u4ea4\u4e92\u3001\u5fae\u670d\u52a1API\u8c03\u7528\uff0c\u5230\u6570\u636e\u5e93\u67e5\u8be2\u4e0e\u4e91\u8d44\u6e90\u8d1f\u8f7d\uff0c\u5b9e\u73b0\u8de8\u7cfb\u7edf\u3001\u8de8\u7ec4\u4ef6\u7684<strong>\u4e8b\u52a1\u7ea7\u8ffd\u8e2a<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u96c6\u6210OpenTelemetry\u6807\u51c6\uff0c\u5c06\u8ba2\u5355\u652f\u4ed8\u6d41\u7a0b\u7684\u5ef6\u8fdf\u4ece2\u79d2\u538b\u7f29\u81f3800\u6beb\u79d2\uff0c\u9519\u8bef\u7387\u4e0b\u964d40%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u7ef4\u6307\u6807\u805a\u5408<\/strong><\/p>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u57fa\u7840\u8bbe\u65bd\u5c42<\/strong>\uff1aCPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u7b49\u8d44\u6e90\u5229\u7528\u7387\uff1b\n<\/li>\n<li><strong>\u5e94\u7528\u5c42<\/strong>\uff1a\u4ee3\u7801\u6267\u884c\u6548\u7387\u3001JVM\u6027\u80fd\u3001SQL\u67e5\u8be2\u8017\u65f6\uff1b\n<\/li>\n<li><strong>\u4e1a\u52a1\u5c42<\/strong>\uff1a\u7528\u6237\u4f1a\u8bdd\u8f6c\u5316\u7387\u3001API\u6210\u529f\u7387\u3001\u5173\u952e\u4e8b\u52a1\u541e\u5410\u91cf\u3002<br \/>\n\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff0c\u56e2\u961f\u53ef\u5feb\u901f\u5b9a\u4f4d\u74f6\u9888\u6240\u5728\u5c42\u7ea7\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u667a\u80fd<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09<\/strong><br \/>\n\u501f\u52a9\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u3001\u6307\u6807\u4e0e\u94fe\u8def\u6570\u636e\uff0c\u751f\u6210<strong>\u53ef\u89e3\u91ca\u7684\u6545\u969c\u8bca\u65ad\u62a5\u544a<\/strong>\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e0\u7f13\u5b58\u96ea\u5d29\u5bfc\u81f4\u670d\u52a1\u4e2d\u65ad\uff0cAI\u5f15\u64ce\u572830\u79d2\u5185\u8bc6\u522b\u51fa\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u4e0e\u7f13\u5b58\u7684\u5173\u8054\u6027\uff0c\u5c06MTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u4ece4\u5c0f\u65f6\u964d\u81f315\u5206\u949f\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e09-\u5168\u666f\u76d1\u63a7\u5982\u4f55\u63d0\u5347devops\u6548\u7387\"><strong>\u4e09\u3001\u5168\u666f\u76d1\u63a7\u5982\u4f55\u63d0\u5347DevOps\u6548\u7387\uff1f<\/strong><\/h3>\n<h4 id=\"1-\u52a0\u901f\u6301\u7eed\u96c6\u6210-\u6301\u7eed\u4ea4\u4ed8-ci-cd\"><strong>1. \u52a0\u901f\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09<\/strong><\/h4>\n<p>\u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u5d4c\u5165\u6027\u80fd\u76d1\u63a7\uff0c\u53ef\u5b9e\u73b0\u201c\u8d28\u91cf\u5de6\u79fb\u201d\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u53d1\u5e03\u73af\u5883\u9a8c\u8bc1<\/strong>\uff1a\u901a\u8fc7\u5bf9\u6bd4\u57fa\u51c6\u6027\u80fd\u6570\u636e\uff0c\u81ea\u52a8\u62e6\u622a\u4e0d\u7b26\u5408SLA\u7684\u6784\u5efa\u7248\u672c\uff1b\n<\/li>\n<li><strong>\u91d1\u4e1d\u96c0\u53d1\u5e03\u4f18\u5316<\/strong>\uff1a\u5b9e\u65f6\u76d1\u63a7\u65b0\u7248\u672c\u7684\u6838\u5fc3\u6307\u6807\uff08\u5982\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\uff09\uff0c\u7ed3\u5408A\/B\u6d4b\u8bd5\u52a8\u6001\u8c03\u6574\u6d41\u91cf\u5206\u914d\u3002\n<\/li>\n<\/ul>\n<p><em>\u6848\u4f8b<\/em>\uff1a\u67d0SaaS\u4f01\u4e1a\u901a\u8fc7\u96c6\u6210Prometheus\u4e0eJenkins\uff0c\u5c06\u751f\u4ea7\u73af\u5883\u7f3a\u9677\u7387\u964d\u4f4e65%\uff0c\u53d1\u5e03\u9891\u7387\u63d0\u53472\u500d\u3002<\/p>\n<h4 id=\"2-\u964d\u4f4e\u534f\u4f5c\u6210\u672c\"><strong>2. \u964d\u4f4e\u534f\u4f5c\u6210\u672c<\/strong><\/h4>\n<p>\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u56e2\u961f\u5e38\u56e0\u6570\u636e\u5272\u88c2\u9677\u5165\u201c\u626f\u76ae\u201d\u50f5\u5c40\u3002\u5168\u666f\u76d1\u63a7\u63d0\u4f9b<strong>\u7edf\u4e00\u7684\u6027\u80fd\u770b\u677f<\/strong>\uff0c\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li>\u5f00\u53d1\u8005\u53ef\u8ffd\u6eaf\u6162\u8bf7\u6c42\u5bf9\u5e94\u7684\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55\uff1b\n<\/li>\n<li>\u8fd0\u7ef4\u4eba\u5458\u80fd\u76f4\u63a5\u5173\u8054\u65e5\u5fd7\u5f02\u5e38\u4e0e\u57fa\u7840\u8bbe\u65bd\u4e8b\u4ef6\u3002<br \/>\n\u8fd9\u79cd\u900f\u660e\u5316\u673a\u5236\u4f7f\u8de8\u56e2\u961f\u6c9f\u901a\u6548\u7387\u63d0\u534750%\u4ee5\u4e0a\uff08\u6570\u636e\u6765\u6e90\uff1aDORA 2023\u62a5\u544a\uff09\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u5b9e\u73b0\u7cbe\u51c6\u5bb9\u91cf\u89c4\u5212\"><strong>3. \u5b9e\u73b0\u7cbe\u51c6\u5bb9\u91cf\u89c4\u5212<\/strong><\/h4>\n<p>\u901a\u8fc7\u5206\u6790\u5386\u53f2\u8d1f\u8f7d\u8d8b\u52bf\u4e0e\u4e1a\u52a1\u589e\u957f\u9884\u6d4b\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u751f\u6210\u8d44\u6e90\u6269\u5bb9\u5efa\u8bae\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u5229\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b63\u8282\u6027\u89c4\u5f8b\uff0c\u63d0\u524d\u9884\u7f6e\u4e91\u8ba1\u7b97\u8d44\u6e90\uff0c\u8282\u770130%\u7684\u5e74\u5ea6IT\u652f\u51fa\u3002<\/p>\n<h4 id=\"4-\u9a71\u52a8\u6301\u7eed\u4f18\u5316\u95ed\u73af\"><strong>4. \u9a71\u52a8\u6301\u7eed\u4f18\u5316\u95ed\u73af<\/strong><\/h4>\n<p>\u6027\u80fd\u6570\u636e\u4e0d\u518d\u662f\u201c\u4e8b\u540e\u62a5\u544a\u201d\uff0c\u800c\u662f\u8fed\u4ee3\u4f18\u5316\u7684\u71c3\u6599\uff1a<\/p>\n<ul>\n<li>\u8bc6\u522b\u9ad8\u9891\u4f4e\u6548\u4ee3\u7801\uff08\u5982N+1\u67e5\u8be2\uff09\uff0c\u63a8\u52a8\u67b6\u6784\u91cd\u6784\uff1b\n<\/li>\n<li>\u57fa\u4e8e\u7528\u6237\u884c\u4e3a\u5206\u6790\uff0c\u4f18\u5316\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u7b56\u7565\uff1b\n<\/li>\n<li>\u901a\u8fc7\u9519\u8bef\u6a21\u5f0f\u805a\u7c7b\uff0c\u4f18\u5148\u4fee\u590d\u5f71\u54cd\u8303\u56f4\u6700\u5927\u7684\u7f3a\u9677\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u843d\u5730\u5b9e\u8df5-\u4ece\u5de5\u5177\u5230\u6587\u5316\u7684\u5347\u7ea7\"><strong>\u56db\u3001\u843d\u5730\u5b9e\u8df5\uff1a\u4ece\u5de5\u5177\u5230\u6587\u5316\u7684\u5347\u7ea7<\/strong><\/h3>\n<p>\u6210\u529f\u5f15\u5165\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff0c\u9700\u9075\u5faa\u4e09\u5927\u539f\u5219\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u4ee5\u4e1a\u52a1\u4ef7\u503c\u4e3a\u5bfc\u5411<\/strong><br \/>\n\u907f\u514d\u201c\u76d1\u63a7\u4e00\u5207\u201d\u7684\u9677\u9631\uff0c\u4f18\u5148\u8986\u76d6\u6838\u5fc3\u7528\u6237\u65c5\u7a0b\u4e0e\u8425\u6536\u5173\u952e\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u6e38\u620f\u516c\u53f8\u5e94\u805a\u7126\u767b\u5f55\u3001\u652f\u4ed8\u3001\u5339\u914d\u7b49\u6838\u5fc3\u4e8b\u52a1\u7684\u53ef\u7528\u6027\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6784\u5efa\u7edf\u4e00<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a><\/strong><br \/>\n\u6574\u5408APM\u3001\u65e5\u5fd7\u7ba1\u7406\u3001\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u7b49\u5de5\u5177\u94fe\uff0c\u907f\u514d\u6570\u636e\u5b64\u5c9b\u3002\u4e3b\u6d41\u65b9\u6848\u5305\u62ec\uff1a<\/p>\n<\/li>\n<\/ol>\n<ul>\n<li><strong>\u5f00\u6e90\u751f\u6001<\/strong>\uff1aGrafana + Prometheus + Jaeger\uff1b\n<\/li>\n<li><strong>\u4e91\u539f\u751f\u65b9\u6848<\/strong>\uff1aAWS X-Ray + CloudWatch\u3001Datadog\u3001New Relic\u3002\n<\/li>\n<\/ul>\n<ol>\n<li><strong>\u57f9\u517b\u6570\u636e\u9a71\u52a8\u7684\u6587\u5316<\/strong><br \/>\n\u901a\u8fc7\u5b9a\u671f\u590d\u76d8\u6027\u80fd\u6307\u6807\uff08\u5982MTBF\u3001MTTR\uff09\uff0c\u5c06\u76d1\u63a7\u6570\u636e\u7eb3\u5165\u56e2\u961fKPI\u8003\u6838\uff0c\u63a8\u52a8DevOps\u4ece\u201c\u6551\u706b\u5f0f\u8fd0\u7ef4\u201d\u5411\u201c\u9884\u9632\u5f0f\u8fd0\u8425\u201d\u8f6c\u578b\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf-aiops\u4e0e\u81ea\u52a8\u5316\u4fee\u590d\"><strong>\u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1aAIOps\u4e0e\u81ea\u52a8\u5316\u4fee\u590d<\/strong><\/h3>\n<p>\u968f\u7740AIOps\u6280\u672f\u7684\u6210\u719f\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7\u6b63\u8fc8\u5411\u66f4\u9ad8\u9636\u7684\u81ea\u6cbb\u9636\u6bb5\uff1a<\/p>\n<ul>\n<li><strong>\u9884\u6d4b\u6027\u544a\u8b66<\/strong>\uff1a\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u6a21\u578b\uff0c\u63d0\u524d\u8bc6\u522b\u6f5c\u5728\u98ce\u9669\uff1b\n<\/li>\n<li><strong>\u81ea\u6108\u7cfb\u7edf<\/strong>\uff1a\u81ea\u52a8\u89e6\u53d1\u6269\u5bb9\u3001\u56de\u6eda\u6216\u4ee3\u7801\u70ed\u4fee\u590d\uff0c\u4f8b\u5982Kubernetes\u7ed3\u5408Argo Rollouts\u5b9e\u73b0\u65e0\u4eba\u503c\u5b88\u7684\u6545\u969c\u6062\u590d\uff1b\n<\/li>\n<li><strong>\u6210\u672c-\u6027\u80fd\u5e73\u8861<\/strong>\uff1a\u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u914d\u989d\uff0c\u5728SLA\u7ea6\u675f\u4e0b\u5b9e\u73b0\u6700\u4f18\u6027\u4ef7\u6bd4\u3002\n<\/li>\n<\/ul>\n<p>\u636eIDC\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u7684\u8fd0\u7ef4\u51b3\u7b56\u5c06\u7531AI\u8f85\u52a9\u5b8c\u6210\u3002\u8fd9\u610f\u5473\u7740\uff0cDevOps\u56e2\u961f\u7684\u6838\u5fc3\u80fd\u529b\u5c06\u4ece\u201c\u5904\u7406\u95ee\u9898\u201d\u8f6c\u5411\u201c\u5b9a\u4e49\u89c4\u5219\u201d\u4e0e\u201c\u89e3\u8bfb\u6d1e\u5bdf\u201d\u3002<\/p>\n<hr>\n<p><strong>\u7ed3\u8bed<\/strong>\uff08\u6309\u7528\u6237\u8981\u6c42\u7701\u7565\uff09<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 \u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0cDevOps\u5df2\u6210\u4e3a\u4f01\u4e1a\u52a0\u901f\u8f6f\u4ef6\u4ea4\u4ed8\u3001\u63d0\u5347\u4e1a\u52a1\u654f\u6377\u6027\u7684\u6838\u5fc3\u65b9\u6cd5\u8bba\u3002\u7136\u800c\uff0c\u968f\u7740\u7cfb\u7edf\u590d\u6742\u6027\u6307\u6570\u7ea7\u589e\u957f\uff0c\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u56e2\u961f\u9762\u4e34\u7740\u4e00\u4e2a\u5171\u540c\u6311\u6218\uff1a\u5982\u4f55\u5728\u9891\u7e41\u8fed\u4ee3\u4e2d\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e0e\u6027\u80fd\u53ef\u89c2\u6d4b\u6027\uff1f\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u73af\u8282\u6216\u6307\u6807\uff0c\u96be\u4ee5\u8986\u76d6\u4ece\u4ee3\u7801\u63d0\u4ea4\u5230\u751f\u4ea7\u73af\u5883\u7684\u5168\u94fe\u8def\u3002\u6b64\u65f6\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff08Full-Stack Performance Monitoring\uff09\u8131\u9896\u800c\u51fa\uff0c\u6210\u4e3aDevOps\u6d41\u7a0b\u4f18\u5316\u7684\u5173\u952e\u63a8\u624b\u3002\u5b83\u4e0d\u4ec5\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff0c\u66f4\u901a\u8fc7\u5b9e\u65f6\u6d1e\u5bdf\u4e0e\u667a\u80fd\u5206\u6790\uff0c\u5c06\u6027\u80fd\u95ee\u9898\u627c\u6740\u5728\u840c\u82bd\u9636\u6bb5\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u6280\u672f\u5982\u4f55\u4e3aDevOps\u56e2\u961f\u8d4b\u80fd\uff0c\u5b9e\u73b0\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u53cc\u91cd\u98de\u8dc3\u3002 \u4e00\u3001DevOps\u7684\u75db\u70b9\uff1a\u6548\u7387\u4e0e\u8d28\u91cf\u7684\u5931\u8861 DevOps\u7684\u6838\u5fc3\u76ee\u6807\u662f\u901a\u8fc7\u81ea\u52a8\u5316\u4e0e\u534f\u4f5c\uff0c\u7f29\u77ed\u5f00\u53d1\u5468\u671f\u5e76\u5feb\u901f\u54cd\u5e94\u9700\u6c42\u3002\u4f46\u5b9e\u8df5\u4e2d\uff0c\u56e2\u961f\u5e38\u9677\u5165\u4e24\u96be\uff1a \u5feb\u901f\u4ea4\u4ed8 vs \u7a33\u5b9a\u6027\u98ce\u9669\uff1a\u9ad8\u9891\u6b21\u53d1\u5e03\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u74f6\u9888\u6216\u9690\u6027\u7f3a\u9677\u6d41\u5165\u751f\u4ea7\u73af\u5883\uff1b \u5c40\u90e8\u4f18\u5316 vs \u5168\u5c40\u76f2\u533a\uff1a\u4f20\u7edf\u76d1\u63a7\u805a\u7126\u670d\u52a1\u5668\u3001\u7f51\u7edc\u7b49\u57fa\u7840\u8bbe\u65bd\uff0c\u5ffd\u89c6\u5e94\u7528\u4ee3\u7801\u3001\u7b2c\u4e09\u65b9\u670d\u52a1\u7b49\u5c42\u9762\u7684\u5173\u8054\u5f71\u54cd\uff1b \u88ab\u52a8\u54cd\u5e94 vs \u4e3b\u52a8\u9884\u9632\uff1a\u8d85\u8fc760%\u7684\u6545\u969c\u5728\u7528\u6237\u6295\u8bc9\u540e\u624d\u88ab\u53d1\u73b0\uff08\u6570\u636e\u6765\u6e90\uff1aGartner\uff09\uff0c\u4fee\u590d\u6210\u672c\u9661\u589e\u3002 \u8fd9\u4e9b\u77db\u76fe\u7684\u672c\u8d28\uff0c\u5728\u4e8e\u7f3a\u4e4f\u7aef\u5230\u7aef\u7684\u53ef\u89c6\u5316\u80fd\u529b\u4e0e\u6df1\u5ea6\u6839\u56e0\u5206\u6790\u624b\u6bb5\u3002\u800c\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff0c\u6b63\u662f\u7834\u89e3\u8fd9\u4e00\u56f0\u5c40\u7684\u94a5\u5319\u3002 \u4e8c\u3001\u5168\u666f\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u80fd\u529b \u4e0e\u4f20\u7edf\u7684\u5355\u4f53\u76d1\u63a7\u5de5\u5177\u4e0d\u540c\uff0c\u5168\u666f\u6027\u80fd\u76d1\u63a7\u901a\u8fc7\u591a\u5c42\u6570\u636e\u878d\u5408\u4e0e\u667a\u80fd\u5173\u8054\u5206\u6790\uff0c\u6784\u5efa\u8986\u76d6\u5168\u6280\u672f\u6808\u7684\u89c2\u6d4b\u4f53\u7cfb\u3002\u5176\u6838\u5fc3\u4f18\u52bf\u5305\u62ec\uff1a \u5168\u94fe\u8def\u8ffd\u8e2a \u4ece\u7528\u6237\u7aef\u7684\u524d\u7aef\u4ea4\u4e92\u3001\u5fae\u670d\u52a1API\u8c03\u7528\uff0c\u5230\u6570\u636e\u5e93\u67e5\u8be2\u4e0e\u4e91\u8d44\u6e90\u8d1f\u8f7d\uff0c\u5b9e\u73b0\u8de8\u7cfb\u7edf\u3001\u8de8\u7ec4\u4ef6\u7684\u4e8b\u52a1\u7ea7\u8ffd\u8e2a\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u901a\u8fc7\u96c6\u6210OpenTelemetry\u6807\u51c6\uff0c\u5c06\u8ba2\u5355\u652f\u4ed8\u6d41\u7a0b\u7684\u5ef6\u8fdf\u4ece2\u79d2\u538b\u7f29\u81f3800\u6beb\u79d2\uff0c\u9519\u8bef\u7387\u4e0b\u964d40%\u3002 \u591a\u7ef4\u6307\u6807\u805a\u5408 \u57fa\u7840\u8bbe\u65bd\u5c42\uff1aCPU\u3001\u5185\u5b58\u3001\u7f51\u7edc\u541e\u5410\u7b49\u8d44\u6e90\u5229\u7528\u7387\uff1b \u5e94\u7528\u5c42\uff1a\u4ee3\u7801\u6267\u884c\u6548\u7387\u3001JVM\u6027\u80fd\u3001SQL\u67e5\u8be2\u8017\u65f6\uff1b \u4e1a\u52a1\u5c42\uff1a\u7528\u6237\u4f1a\u8bdd\u8f6c\u5316\u7387\u3001API\u6210\u529f\u7387\u3001\u5173\u952e\u4e8b\u52a1\u541e\u5410\u91cf\u3002 \u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff0c\u56e2\u961f\u53ef\u5feb\u901f\u5b9a\u4f4d\u74f6\u9888\u6240\u5728\u5c42\u7ea7\u3002 \u667a\u80fd\u6839\u56e0\u5206\u6790\uff08RCA\uff09 \u501f\u52a9\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u5173\u8054\u65e5\u5fd7\u3001\u6307\u6807\u4e0e\u94fe\u8def\u6570\u636e\uff0c\u751f\u6210\u53ef\u89e3\u91ca\u7684\u6545\u969c\u8bca\u65ad\u62a5\u544a\u3002\u4f8b\u5982\uff0c\u67d0\u91d1\u878d\u7cfb\u7edf\u66fe\u56e0\u7f13\u5b58\u96ea\u5d29\u5bfc\u81f4\u670d\u52a1\u4e2d\u65ad\uff0cAI\u5f15\u64ce\u572830\u79d2\u5185\u8bc6\u522b\u51fa\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u8017\u5c3d\u4e0e\u7f13\u5b58\u7684\u5173\u8054\u6027\uff0c\u5c06MTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u95f4\uff09\u4ece4\u5c0f\u65f6\u964d\u81f315\u5206\u949f\u3002 \u4e09\u3001\u5168\u666f\u76d1\u63a7\u5982\u4f55\u63d0\u5347DevOps\u6548\u7387\uff1f 1. \u52a0\u901f\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09 \u5728CI\/CD\u6d41\u6c34\u7ebf\u4e2d\u5d4c\u5165\u6027\u80fd\u76d1\u63a7\uff0c\u53ef\u5b9e\u73b0\u201c\u8d28\u91cf\u5de6\u79fb\u201d\uff1a \u9884\u53d1\u5e03\u73af\u5883\u9a8c\u8bc1\uff1a\u901a\u8fc7\u5bf9\u6bd4\u57fa\u51c6\u6027\u80fd\u6570\u636e\uff0c\u81ea\u52a8\u62e6\u622a\u4e0d\u7b26\u5408SLA\u7684\u6784\u5efa\u7248\u672c\uff1b \u91d1\u4e1d\u96c0\u53d1\u5e03\u4f18\u5316\uff1a\u5b9e\u65f6\u76d1\u63a7\u65b0\u7248\u672c\u7684\u6838\u5fc3\u6307\u6807\uff08\u5982\u9519\u8bef\u7387\u3001\u5ef6\u8fdf\uff09\uff0c\u7ed3\u5408A\/B\u6d4b\u8bd5\u52a8\u6001\u8c03\u6574\u6d41\u91cf\u5206\u914d\u3002 \u6848\u4f8b\uff1a\u67d0SaaS\u4f01\u4e1a\u901a\u8fc7\u96c6\u6210Prometheus\u4e0eJenkins\uff0c\u5c06\u751f\u4ea7\u73af\u5883\u7f3a\u9677\u7387\u964d\u4f4e65%\uff0c\u53d1\u5e03\u9891\u7387\u63d0\u53472\u500d\u3002 2. \u964d\u4f4e\u534f\u4f5c\u6210\u672c \u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u8fd0\u7ef4\u56e2\u961f\u5e38\u56e0\u6570\u636e\u5272\u88c2\u9677\u5165\u201c\u626f\u76ae\u201d\u50f5\u5c40\u3002\u5168\u666f\u76d1\u63a7\u63d0\u4f9b\u7edf\u4e00\u7684\u6027\u80fd\u770b\u677f\uff0c\u4f8b\u5982\uff1a \u5f00\u53d1\u8005\u53ef\u8ffd\u6eaf\u6162\u8bf7\u6c42\u5bf9\u5e94\u7684\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55\uff1b \u8fd0\u7ef4\u4eba\u5458\u80fd\u76f4\u63a5\u5173\u8054\u65e5\u5fd7\u5f02\u5e38\u4e0e\u57fa\u7840\u8bbe\u65bd\u4e8b\u4ef6\u3002 \u8fd9\u79cd\u900f\u660e\u5316\u673a\u5236\u4f7f\u8de8\u56e2\u961f\u6c9f\u901a\u6548\u7387\u63d0\u534750%\u4ee5\u4e0a\uff08\u6570\u636e\u6765\u6e90\uff1aDORA 2023\u62a5\u544a\uff09\u3002 3. \u5b9e\u73b0\u7cbe\u51c6\u5bb9\u91cf\u89c4\u5212 \u901a\u8fc7\u5206\u6790\u5386\u53f2\u8d1f\u8f7d\u8d8b\u52bf\u4e0e\u4e1a\u52a1\u589e\u957f\u9884\u6d4b\uff0c\u7cfb\u7edf\u53ef\u81ea\u52a8\u751f\u6210\u8d44\u6e90\u6269\u5bb9\u5efa\u8bae\u3002\u4f8b\u5982\uff0c\u67d0\u89c6\u9891\u5e73\u53f0\u5229\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b63\u8282\u6027\u89c4\u5f8b\uff0c\u63d0\u524d\u9884\u7f6e\u4e91\u8ba1\u7b97\u8d44\u6e90\uff0c\u8282\u770130%\u7684\u5e74\u5ea6IT\u652f\u51fa\u3002 4. \u9a71\u52a8\u6301\u7eed\u4f18\u5316\u95ed\u73af \u6027\u80fd\u6570\u636e\u4e0d\u518d\u662f\u201c\u4e8b\u540e\u62a5\u544a\u201d\uff0c\u800c\u662f\u8fed\u4ee3\u4f18\u5316\u7684\u71c3\u6599\uff1a \u8bc6\u522b\u9ad8\u9891\u4f4e\u6548\u4ee3\u7801\uff08\u5982N+1\u67e5\u8be2\uff09\uff0c\u63a8\u52a8\u67b6\u6784\u91cd\u6784\uff1b \u57fa\u4e8e\u7528\u6237\u884c\u4e3a\u5206\u6790\uff0c\u4f18\u5316\u524d\u7aef\u8d44\u6e90\u52a0\u8f7d\u7b56\u7565\uff1b \u901a\u8fc7\u9519\u8bef\u6a21\u5f0f\u805a\u7c7b\uff0c\u4f18\u5148\u4fee\u590d\u5f71\u54cd\u8303\u56f4\u6700\u5927\u7684\u7f3a\u9677\u3002 \u56db\u3001\u843d\u5730\u5b9e\u8df5\uff1a\u4ece\u5de5\u5177\u5230\u6587\u5316\u7684\u5347\u7ea7 \u6210\u529f\u5f15\u5165\u5168\u666f\u6027\u80fd\u76d1\u63a7\uff0c\u9700\u9075\u5faa\u4e09\u5927\u539f\u5219\uff1a \u4ee5\u4e1a\u52a1\u4ef7\u503c\u4e3a\u5bfc\u5411 \u907f\u514d\u201c\u76d1\u63a7\u4e00\u5207\u201d\u7684\u9677\u9631\uff0c\u4f18\u5148\u8986\u76d6\u6838\u5fc3\u7528\u6237\u65c5\u7a0b\u4e0e\u8425\u6536\u5173\u952e\u8def\u5f84\u3002\u4f8b\u5982\uff0c\u6e38\u620f\u516c\u53f8\u5e94\u805a\u7126\u767b\u5f55\u3001\u652f\u4ed8\u3001\u5339\u914d\u7b49\u6838\u5fc3\u4e8b\u52a1\u7684\u53ef\u7528\u6027\u3002 \u6784\u5efa\u7edf\u4e00\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":34650,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-34649","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\/34649","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=34649"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34649\/revisions"}],"predecessor-version":[{"id":34651,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/34649\/revisions\/34651"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/34650"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=34649"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=34649"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=34649"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}