{"id":33689,"date":"2025-03-07T10:59:47","date_gmt":"2025-03-07T02:59:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=33689"},"modified":"2025-03-07T10:59:47","modified_gmt":"2025-03-07T02:59:47","slug":"%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%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%e7%bb%b4%e6%88%90%e6%9c%ac%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/33689.html","title":{"rendered":"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u8fd0\u7ef4\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\/S8vew.jpg\" alt=\"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u5e2e\u52a9\u4f01\u4e1a\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u67b6\u6784\u6b63\u53d8\u5f97\u65e5\u76ca\u590d\u6742\u2014\u2014\u4ece\u672c\u5730\u670d\u52a1\u5668\u96c6\u7fa4\u5230\u6df7\u5408\u4e91\u90e8\u7f72\uff0c\u4ece\u5355\u4f53\u5e94\u7528\u5230\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u53ef\u80fd\u6210\u4e3a\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u6f5c\u5728\u98ce\u9669\u70b9\u3002\u8fd0\u7ef4\u56e2\u961f\u5e38\u5e38\u9677\u5165&rdquo;\u6551\u706b\u5f0f&rdquo;\u6545\u969c\u6392\u67e5\u7684\u56f0\u5883\uff0c\u636e\u7edf\u8ba1\uff0cIT\u7cfb\u7edf\u6545\u969c\u9020\u6210\u7684\u4e1a\u52a1\u4e2d\u65ad\u5e73\u5747\u6bcf\u5c0f\u65f6\u5bfc\u81f4\u4f01\u4e1a\u635f\u593130\u4e07\u7f8e\u5143\uff08Gartner\u6570\u636e\uff09\u3002\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027<\/strong>\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u73b0\u4ee3\u8fd0\u7ef4\u7684\u5b9e\u8df5\u65b9\u5f0f\uff0c\u5b83\u72b9\u5982\u4e3a\u4f01\u4e1a\u7684\u6570\u5b57\u795e\u7ecf\u7cfb\u7edf\u5b89\u88c5\u4e86CT\u626b\u63cf\u4eea\uff0c\u8ba9\u6280\u672f\u56e2\u961f\u80fd\u591f\u7a7f\u900f\u5c42\u5c42\u67b6\u6784\u8ff7\u96fe\uff0c\u5728\u6210\u672c\u63a7\u5236\u4e0e\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e4b\u95f4\u627e\u5230\u9ec4\u91d1\u5e73\u8861\u70b9\u3002<\/p>\n<h3 id=\"\u4e00-\u6253\u7834\u6570\u636e\u5b64\u5c9b-\u5168\u6808\u53ef\u89c6\u5316\u7684\u964d\u672c\u903b\u8f91\">\u4e00\u3001\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff1a\u5168\u6808\u53ef\u89c6\u5316\u7684\u964d\u672c\u903b\u8f91<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u5c42\u7ea7\uff1a\u7f51\u7edc\u8bbe\u5907\u76d1\u63a7\u53ea\u770b\u6d41\u91cf\u6ce2\u52a8\uff0c<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>(APM)\u4e13\u6ce8\u4ee3\u7801\u5c42\u9762\uff0c\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u805a\u7126\u670d\u52a1\u5668\u72b6\u6001\u3002\u8fd9\u79cd\u5272\u88c2\u7684\u89c2\u6d4b\u65b9\u5f0f\u5bfc\u81f475%\u7684\u6545\u969c\u9700\u8981\u8de8\u56e2\u961f\u534f\u4f5c\u8bca\u65ad\uff08Dynatrace\u62a5\u544a\uff09\u3002<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027<\/strong>\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff0c\u5c06\u4e09\u5927\u6838\u5fc3\u7ef4\u5ea6\u6709\u673a\u6574\u5408\uff1a<\/p>\n<ul>\n<li><strong>Metrics\uff08\u6307\u6807\uff09<\/strong>\uff1a\u6db5\u76d6CPU\u5229\u7528\u7387\u3001API\u54cd\u5e94\u65f6\u95f4\u7b49\u91cf\u5316\u6570\u636e\n<\/li>\n<li><strong>Traces\uff08\u8ffd\u8e2a\uff09<\/strong>\uff1a\u8fd8\u539f\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u8bf7\u6c42\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f\n<\/li>\n<li><strong>Logs\uff08\u65e5\u5fd7\uff09<\/strong>\uff1a\u8bb0\u5f55\u7cfb\u7edf\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u6240\u6709\u4e8b\u4ef6\u5feb\u7167\n<\/li>\n<\/ul>\n<p>\u5f53\u67d0\u7535\u5546\u5e73\u53f0\u8d2d\u7269\u8f66\u670d\u52a1\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u4e0d\u5fc5\u5728Nginx\u65e5\u5fd7\u3001Kubernetes\u96c6\u7fa4\u6307\u6807\u548cJava\u5e94\u7528\u5806\u6808\u8ddf\u8e2a\u4e4b\u95f4\u6765\u56de\u5207\u6362\u3002\u901a\u8fc7\u5173\u8054\u5206\u6790\u529f\u80fd\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u6807\u8bb0\u51fa\u95ee\u9898\u6839\u6e90\u662f\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u7ebf\u7a0b\u6c60\u8017\u5c3d\uff0c\u540c\u65f6\u89e6\u53d1\u5bf9\u5e94\u7684\u81ea\u52a8\u6269\u5bb9\u7b56\u7565\u3002\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c1\u6027\u4f7f\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4(MTTR)\u7f29\u77ed68%\uff0c\u76f4\u63a5\u964d\u4f4e\u4eba\u529b\u6295\u5165\u6210\u672c\u3002<\/p>\n<h3 id=\"\u4e8c-\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u9632-ai\u9a71\u52a8\u7684\u6210\u672c\u4f18\u5316\">\u4e8c\u3001\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u9632\uff1aAI\u9a71\u52a8\u7684\u6210\u672c\u4f18\u5316<\/h3>\n<p>Gartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u6280\u672f\u5b9e\u73b0\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u4f18\u5316\u3002\u8fd9\u80cc\u540e\u7684\u5173\u952e\u9a71\u52a8\u529b\u5728\u4e8e<strong>AI\u8d4b\u80fd\u7684<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\u3002\u67d0\u8de8\u56fd\u94f6\u884c\u901a\u8fc7\u91c7\u96c6\u5168\u6808\u89c2\u6d4b\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u6210\u529f\u9884\u6d4b\u5230\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u5c06\u5728\u4e1a\u52a1\u9ad8\u5cf0\u65f6\u6bb5\u51fa\u73b0\u6ea2\u51fa\u98ce\u9669\u3002\u7cfb\u7edf\u63d0\u524d3\u5c0f\u65f6\u89e6\u53d1\u544a\u8b66\u5e76\u81ea\u52a8\u8c03\u6574\u8fde\u63a5\u53c2\u6570\uff0c\u907f\u514d\u4e86\u53ef\u80fd\u9020\u6210\u767e\u4e07\u7ea7\u635f\u5931\u7684\u4ea4\u6613\u5931\u8d25\u4e8b\u4ef6\u3002<\/p>\n<p>\u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f<strong>\u52a8\u6001\u57fa\u7ebf\u6280\u672f<\/strong>\u7684\u5e94\u7528\u3002\u4e0d\u540c\u4e8e\u9759\u6001\u9608\u503c\u544a\u8b66\uff0c\u7cfb\u7edf\u4f1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u5efa\u7acb\u6bcf\u4e2a\u4e1a\u52a1\u6307\u6807\u7684\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\u3002\u5f53\u652f\u4ed8\u7f51\u5173\u768499\u5206\u4f4d\u54cd\u5e94\u65f6\u95f4\u7a81\u7834\u52a8\u6001\u57fa\u7ebf\u65f6\uff0c\u5373\u4fbf\u7edd\u5bf9\u503c\u4ecd\u5728\u4f20\u7edf\u9608\u503c\u5185\uff0c\u4e5f\u4f1a\u89e6\u53d1\u9884\u8b66\u673a\u5236\u3002\u8fd9\u79cd\u667a\u80fd\u5316\u7684\u5f02\u5e38\u68c0\u6d4b\u5e2e\u52a9\u4f01\u4e1a\u5c06\u9690\u6027\u8fd0\u7ef4\u6210\u672c\uff08\u5982\u6027\u80fd\u52a3\u5316\u5bfc\u81f4\u7684\u5ba2\u6237\u6d41\u5931\uff09\u964d\u4f4e\u4e8642%\u3002<\/p>\n<h3 id=\"\u4e09-\u8d44\u6e90\u5229\u7528\u7387\u9769\u547d-\u89c2\u6d4b\u6570\u636e\u6307\u5bfc\u67b6\u6784\u4f18\u5316\">\u4e09\u3001\u8d44\u6e90\u5229\u7528\u7387\u9769\u547d\uff1a\u89c2\u6d4b\u6570\u636e\u6307\u5bfc\u67b6\u6784\u4f18\u5316<\/h3>\n<p>\u4e91\u8ba1\u7b97\u65f6\u4ee3\u6700\u5927\u7684\u6210\u672c\u9ed1\u6d1e\u5f80\u5f80\u6765\u81ea\u8d44\u6e90\u9519\u914d\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u5168\u6808\u89c2\u6d4b\u53d1\u73b0\uff0c\u5176\u8f6c\u7801\u670d\u52a1\u7684GPU\u5229\u7528\u7387\u5448\u73b0\u663e\u8457\u7684&rdquo;\u6f6e\u6c50\u6548\u5e94&rdquo;\uff1a\u5de5\u4f5c\u65e5\u9ad8\u5cf0\u65f6\u6bb5\u8d1f\u8f7d90%\uff0c\u591c\u95f4\u5374\u957f\u671f\u4f4e\u4e8e15%\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u89c1\uff0c\u6280\u672f\u56e2\u961f\u5b9e\u65bd\u4e86\u4ee5\u4e0b\u4f18\u5316\uff1a<\/p>\n<ol>\n<li>\u5c06\u6279\u5904\u7406\u4efb\u52a1\u8c03\u5ea6\u81f3\u95f2\u65f6\u7a97\u53e3\n<\/li>\n<li>\u91c7\u7528\u6df7\u5408\u5b9e\u4f8b\u7b56\u7565\uff08\u6309\u9700+\u9884\u7559\u5b9e\u4f8b\uff09\n<\/li>\n<li>\u5bf9\u5bb9\u5668\u914d\u7f6e\u8fdb\u884c\u7cbe\u7ec6\u5316\u8c03\u6574\n<\/li>\n<\/ol>\n<p>\u8fd9\u4e9b\u6539\u8fdb\u4f7f\u5e74\u5ea6\u4e91\u8ba1\u7b97\u652f\u51fa\u51cf\u5c11380\u4e07\u7f8e\u5143\uff0c\u76f8\u5f53\u4e8e\u603b\u6210\u672c\u768427%\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c<strong>\u53ef\u89c2\u6d4b\u6027\u6570\u636e<\/strong>\u6210\u4e3a\u67b6\u6784\u6f14\u8fdb\u7684\u6307\u5357\u9488\u2014\u2014\u5f53\u7cfb\u7edf\u663e\u793a\u67d0\u5fae\u670d\u52a1\u7684\u9519\u8bef\u7387\u4e0e\u8c03\u7528\u9891\u7387\u5448\u6307\u6570\u7ea7\u5173\u7cfb\u65f6\uff0c\u5f00\u53d1\u8005\u80fd\u7cbe\u51c6\u5b9a\u4f4d\u5230\u9700\u8981\u8fdb\u884c\u5f39\u6027\u8bbe\u8ba1\u7684\u670d\u52a1\u6a21\u5757\u3002<\/p>\n<h3 id=\"\u56db-devops\u534f\u540c\u589e\u6548-\u7f29\u77ed\u4ef7\u503c\u4ea4\u4ed8\u5468\u671f\">\u56db\u3001DevOps\u534f\u540c\u589e\u6548\uff1a\u7f29\u77ed\u4ef7\u503c\u4ea4\u4ed8\u5468\u671f<\/h3>\n<p>\u5728\u6301\u7eed\u4ea4\u4ed8\u6d41\u6c34\u7ebf\u4e2d\uff0c\u53ef\u89c2\u6d4b\u6027\u6b63\u5728\u91cd\u5851\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u7684\u534f\u4f5c\u6a21\u5f0f\u3002\u67d0\u654f\u6377\u56e2\u961f\u901a\u8fc7\u5c06\u751f\u4ea7\u73af\u5883\u6307\u6807\u53cd\u5411\u6ce8\u5165CI\/CD\u6d41\u7a0b\uff0c\u5efa\u7acb\u8d77\u95ed\u73af\u53cd\u9988\u673a\u5236\uff1a<\/p>\n<ul>\n<li>\u6027\u80fd\u57fa\u7ebf\u6d4b\u8bd5\u878d\u5165\u81ea\u52a8\u5316\u90e8\u7f72\u5173\u5361\n<\/li>\n<li>\u9519\u8bef\u8ffd\u8e2a\u6570\u636e\u76f4\u63a5\u5173\u8054\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55\n<\/li>\n<li>\u8d44\u6e90\u6d88\u8017\u6307\u6807\u5f71\u54cd\u67b6\u6784\u8bbe\u8ba1\u51b3\u7b56\n<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u6df1\u5ea6\u96c6\u6210\u4f7f\u65b0\u529f\u80fd\u7684\u7f3a\u9677\u9003\u9038\u7387\u4e0b\u964d54%\uff0c\u7248\u672c\u56de\u6eda\u6b21\u6570\u51cf\u5c1183%\u3002\u5f53\u6bcf\u4e2a\u9700\u6c42\u5361\u90fd\u80fd\u770b\u5230\u5176\u5bf9\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\uff0c\u6280\u672f\u51b3\u7b56\u5c31\u5177\u5907\u4e86\u771f\u6b63\u7684\u6210\u672c\u89c6\u89d2\u2014\u2014\u77e5\u9053\u5728\u54ea\u4e2a\u73af\u8282\u589e\u52a0\u76d1\u63a7\u57cb\u70b9\u80fd\u5e26\u6765\u6700\u5927ROI\uff0c\u660e\u767d\u54ea\u4e9b&rdquo;\u6027\u80fd\u503a&rdquo;\u5fc5\u987b\u4f18\u5148\u507f\u8fd8\u3002<\/p>\n<p>\u7ad9\u5728\u667a\u80fd\u8fd0\u7ef4\u7684\u65f6\u4ee3\u62d0\u70b9\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5df2\u8d85\u8d8a\u5355\u7eaf\u7684\u6280\u672f\u5de5\u5177\u8303\u7574\uff0c\u5b83\u6b63\u5728\u6784\u5efa\u6570\u5b57\u4e1a\u52a1\u7684\u514d\u75ab\u7cfb\u7edf\u3002\u5f53\u4f01\u4e1a\u80fd\u591f\u5b9e\u65f6\u611f\u77e5\u6bcf\u4e2a\u5b57\u8282\u7684\u6d41\u52a8\u8f68\u8ff9\uff0c\u7cbe\u51c6\u91cf\u5316\u6bcf\u884c\u4ee3\u7801\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u8fd0\u7ef4\u6210\u672c\u7684\u63a7\u5236\u5c31\u4ece\u6982\u7387\u6e38\u620f\u53d8\u4e3a\u7cbe\u786e\u79d1\u5b66\u3002\u8fd9\u79cd\u8f6c\u53d8\u5e26\u6765\u7684\u4e0d\u4ec5\u662f\u9884\u7b97\u8868\u7684\u4f18\u5316\uff0c\u66f4\u662f\u7ec4\u7ec7\u5728\u6570\u5b57\u7ade\u4e89\u4e2d\u83b7\u5f97\u7684\u5173\u952e\u751f\u5b58\u6280\u80fd\u2014\u2014\u7528\u6570\u636e\u6d1e\u5bdf\u4ee3\u66ff\u7ecf\u9a8c\u731c\u6d4b\uff0c\u7528\u7cfb\u7edf\u5f39\u6027\u5bf9\u6297\u67b6\u6784\u71b5\u589e\uff0c\u6700\u7ec8\u5728\u4e0d\u786e\u5b9a\u6027\u4e2d\u5efa\u7acb\u786e\u5b9a\u6027\u7684\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u67b6\u6784\u6b63\u53d8\u5f97\u65e5\u76ca\u590d\u6742\u2014\u2014\u4ece\u672c\u5730\u670d\u52a1\u5668\u96c6\u7fa4\u5230\u6df7\u5408\u4e91\u90e8\u7f72\uff0c\u4ece\u5355\u4f53\u5e94\u7528\u5230\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u6bcf\u4e2a\u73af\u8282\u90fd\u53ef\u80fd\u6210\u4e3a\u4e1a\u52a1\u8fde\u7eed\u6027\u7684\u6f5c\u5728\u98ce\u9669\u70b9\u3002\u8fd0\u7ef4\u56e2\u961f\u5e38\u5e38\u9677\u5165&rdquo;\u6551\u706b\u5f0f&rdquo;\u6545\u969c\u6392\u67e5\u7684\u56f0\u5883\uff0c\u636e\u7edf\u8ba1\uff0cIT\u7cfb\u7edf\u6545\u969c\u9020\u6210\u7684\u4e1a\u52a1\u4e2d\u65ad\u5e73\u5747\u6bcf\u5c0f\u65f6\u5bfc\u81f4\u4f01\u4e1a\u635f\u593130\u4e07\u7f8e\u5143\uff08Gartner\u6570\u636e\uff09\u3002\u8fd9\u79cd\u80cc\u666f\u4e0b\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u6b63\u5728\u91cd\u65b0\u5b9a\u4e49\u73b0\u4ee3\u8fd0\u7ef4\u7684\u5b9e\u8df5\u65b9\u5f0f\uff0c\u5b83\u72b9\u5982\u4e3a\u4f01\u4e1a\u7684\u6570\u5b57\u795e\u7ecf\u7cfb\u7edf\u5b89\u88c5\u4e86CT\u626b\u63cf\u4eea\uff0c\u8ba9\u6280\u672f\u56e2\u961f\u80fd\u591f\u7a7f\u900f\u5c42\u5c42\u67b6\u6784\u8ff7\u96fe\uff0c\u5728\u6210\u672c\u63a7\u5236\u4e0e\u7cfb\u7edf\u7a33\u5b9a\u6027\u4e4b\u95f4\u627e\u5230\u9ec4\u91d1\u5e73\u8861\u70b9\u3002 \u4e00\u3001\u6253\u7834\u6570\u636e\u5b64\u5c9b\uff1a\u5168\u6808\u53ef\u89c6\u5316\u7684\u964d\u672c\u903b\u8f91 \u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u5c40\u9650\u4e8e\u5355\u4e00\u5c42\u7ea7\uff1a\u7f51\u7edc\u8bbe\u5907\u76d1\u63a7\u53ea\u770b\u6d41\u91cf\u6ce2\u52a8\uff0c\u5e94\u7528\u6027\u80fd\u7ba1\u7406(APM)\u4e13\u6ce8\u4ee3\u7801\u5c42\u9762\uff0c\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u805a\u7126\u670d\u52a1\u5668\u72b6\u6001\u3002\u8fd9\u79cd\u5272\u88c2\u7684\u89c2\u6d4b\u65b9\u5f0f\u5bfc\u81f475%\u7684\u6545\u969c\u9700\u8981\u8de8\u56e2\u961f\u534f\u4f5c\u8bca\u65ad\uff08Dynatrace\u62a5\u544a\uff09\u3002\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u7edf\u4e00\u6570\u636e\u6a21\u578b\uff0c\u5c06\u4e09\u5927\u6838\u5fc3\u7ef4\u5ea6\u6709\u673a\u6574\u5408\uff1a Metrics\uff08\u6307\u6807\uff09\uff1a\u6db5\u76d6CPU\u5229\u7528\u7387\u3001API\u54cd\u5e94\u65f6\u95f4\u7b49\u91cf\u5316\u6570\u636e Traces\uff08\u8ffd\u8e2a\uff09\uff1a\u8fd8\u539f\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u8bf7\u6c42\u7684\u5b8c\u6574\u751f\u547d\u5468\u671f Logs\uff08\u65e5\u5fd7\uff09\uff1a\u8bb0\u5f55\u7cfb\u7edf\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u7684\u6240\u6709\u4e8b\u4ef6\u5feb\u7167 \u5f53\u67d0\u7535\u5546\u5e73\u53f0\u8d2d\u7269\u8f66\u670d\u52a1\u51fa\u73b0\u5f02\u5e38\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u4e0d\u5fc5\u5728Nginx\u65e5\u5fd7\u3001Kubernetes\u96c6\u7fa4\u6307\u6807\u548cJava\u5e94\u7528\u5806\u6808\u8ddf\u8e2a\u4e4b\u95f4\u6765\u56de\u5207\u6362\u3002\u901a\u8fc7\u5173\u8054\u5206\u6790\u529f\u80fd\uff0c\u7cfb\u7edf\u80fd\u81ea\u52a8\u6807\u8bb0\u51fa\u95ee\u9898\u6839\u6e90\u662f\u67d0\u4e2a\u5fae\u670d\u52a1\u7684\u7ebf\u7a0b\u6c60\u8017\u5c3d\uff0c\u540c\u65f6\u89e6\u53d1\u5bf9\u5e94\u7684\u81ea\u52a8\u6269\u5bb9\u7b56\u7565\u3002\u8fd9\u79cd\u7aef\u5230\u7aef\u7684\u53ef\u89c1\u6027\u4f7f\u5e73\u5747\u6545\u969c\u4fee\u590d\u65f6\u95f4(MTTR)\u7f29\u77ed68%\uff0c\u76f4\u63a5\u964d\u4f4e\u4eba\u529b\u6295\u5165\u6210\u672c\u3002 \u4e8c\u3001\u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u9632\uff1aAI\u9a71\u52a8\u7684\u6210\u672c\u4f18\u5316 Gartner\u9884\u6d4b\uff0c\u52302025\u5e74\uff0c70%\u7684\u4f01\u4e1a\u5c06\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u6280\u672f\u5b9e\u73b0\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u4f18\u5316\u3002\u8fd9\u80cc\u540e\u7684\u5173\u952e\u9a71\u52a8\u529b\u5728\u4e8eAI\u8d4b\u80fd\u7684\u6839\u56e0\u5206\u6790\u3002\u67d0\u8de8\u56fd\u94f6\u884c\u901a\u8fc7\u91c7\u96c6\u5168\u6808\u89c2\u6d4b\u6570\u636e\u8bad\u7ec3\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u6210\u529f\u9884\u6d4b\u5230\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u5c06\u5728\u4e1a\u52a1\u9ad8\u5cf0\u65f6\u6bb5\u51fa\u73b0\u6ea2\u51fa\u98ce\u9669\u3002\u7cfb\u7edf\u63d0\u524d3\u5c0f\u65f6\u89e6\u53d1\u544a\u8b66\u5e76\u81ea\u52a8\u8c03\u6574\u8fde\u63a5\u53c2\u6570\uff0c\u907f\u514d\u4e86\u53ef\u80fd\u9020\u6210\u767e\u4e07\u7ea7\u635f\u5931\u7684\u4ea4\u6613\u5931\u8d25\u4e8b\u4ef6\u3002 \u66f4\u503c\u5f97\u5173\u6ce8\u7684\u662f\u52a8\u6001\u57fa\u7ebf\u6280\u672f\u7684\u5e94\u7528\u3002\u4e0d\u540c\u4e8e\u9759\u6001\u9608\u503c\u544a\u8b66\uff0c\u7cfb\u7edf\u4f1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u5efa\u7acb\u6bcf\u4e2a\u4e1a\u52a1\u6307\u6807\u7684\u6b63\u5e38\u6ce2\u52a8\u8303\u56f4\u3002\u5f53\u652f\u4ed8\u7f51\u5173\u768499\u5206\u4f4d\u54cd\u5e94\u65f6\u95f4\u7a81\u7834\u52a8\u6001\u57fa\u7ebf\u65f6\uff0c\u5373\u4fbf\u7edd\u5bf9\u503c\u4ecd\u5728\u4f20\u7edf\u9608\u503c\u5185\uff0c\u4e5f\u4f1a\u89e6\u53d1\u9884\u8b66\u673a\u5236\u3002\u8fd9\u79cd\u667a\u80fd\u5316\u7684\u5f02\u5e38\u68c0\u6d4b\u5e2e\u52a9\u4f01\u4e1a\u5c06\u9690\u6027\u8fd0\u7ef4\u6210\u672c\uff08\u5982\u6027\u80fd\u52a3\u5316\u5bfc\u81f4\u7684\u5ba2\u6237\u6d41\u5931\uff09\u964d\u4f4e\u4e8642%\u3002 \u4e09\u3001\u8d44\u6e90\u5229\u7528\u7387\u9769\u547d\uff1a\u89c2\u6d4b\u6570\u636e\u6307\u5bfc\u67b6\u6784\u4f18\u5316 \u4e91\u8ba1\u7b97\u65f6\u4ee3\u6700\u5927\u7684\u6210\u672c\u9ed1\u6d1e\u5f80\u5f80\u6765\u81ea\u8d44\u6e90\u9519\u914d\u3002\u67d0\u89c6\u9891\u6d41\u5a92\u4f53\u5e73\u53f0\u901a\u8fc7\u5168\u6808\u89c2\u6d4b\u53d1\u73b0\uff0c\u5176\u8f6c\u7801\u670d\u52a1\u7684GPU\u5229\u7528\u7387\u5448\u73b0\u663e\u8457\u7684&rdquo;\u6f6e\u6c50\u6548\u5e94&rdquo;\uff1a\u5de5\u4f5c\u65e5\u9ad8\u5cf0\u65f6\u6bb5\u8d1f\u8f7d90%\uff0c\u591c\u95f4\u5374\u957f\u671f\u4f4e\u4e8e15%\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u89c1\uff0c\u6280\u672f\u56e2\u961f\u5b9e\u65bd\u4e86\u4ee5\u4e0b\u4f18\u5316\uff1a \u5c06\u6279\u5904\u7406\u4efb\u52a1\u8c03\u5ea6\u81f3\u95f2\u65f6\u7a97\u53e3 \u91c7\u7528\u6df7\u5408\u5b9e\u4f8b\u7b56\u7565\uff08\u6309\u9700+\u9884\u7559\u5b9e\u4f8b\uff09 \u5bf9\u5bb9\u5668\u914d\u7f6e\u8fdb\u884c\u7cbe\u7ec6\u5316\u8c03\u6574 \u8fd9\u4e9b\u6539\u8fdb\u4f7f\u5e74\u5ea6\u4e91\u8ba1\u7b97\u652f\u51fa\u51cf\u5c11380\u4e07\u7f8e\u5143\uff0c\u76f8\u5f53\u4e8e\u603b\u6210\u672c\u768427%\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u6210\u4e3a\u67b6\u6784\u6f14\u8fdb\u7684\u6307\u5357\u9488\u2014\u2014\u5f53\u7cfb\u7edf\u663e\u793a\u67d0\u5fae\u670d\u52a1\u7684\u9519\u8bef\u7387\u4e0e\u8c03\u7528\u9891\u7387\u5448\u6307\u6570\u7ea7\u5173\u7cfb\u65f6\uff0c\u5f00\u53d1\u8005\u80fd\u7cbe\u51c6\u5b9a\u4f4d\u5230\u9700\u8981\u8fdb\u884c\u5f39\u6027\u8bbe\u8ba1\u7684\u670d\u52a1\u6a21\u5757\u3002 \u56db\u3001DevOps\u534f\u540c\u589e\u6548\uff1a\u7f29\u77ed\u4ef7\u503c\u4ea4\u4ed8\u5468\u671f \u5728\u6301\u7eed\u4ea4\u4ed8\u6d41\u6c34\u7ebf\u4e2d\uff0c\u53ef\u89c2\u6d4b\u6027\u6b63\u5728\u91cd\u5851\u5f00\u53d1\u4e0e\u8fd0\u7ef4\u7684\u534f\u4f5c\u6a21\u5f0f\u3002\u67d0\u654f\u6377\u56e2\u961f\u901a\u8fc7\u5c06\u751f\u4ea7\u73af\u5883\u6307\u6807\u53cd\u5411\u6ce8\u5165CI\/CD\u6d41\u7a0b\uff0c\u5efa\u7acb\u8d77\u95ed\u73af\u53cd\u9988\u673a\u5236\uff1a \u6027\u80fd\u57fa\u7ebf\u6d4b\u8bd5\u878d\u5165\u81ea\u52a8\u5316\u90e8\u7f72\u5173\u5361 \u9519\u8bef\u8ffd\u8e2a\u6570\u636e\u76f4\u63a5\u5173\u8054\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55 \u8d44\u6e90\u6d88\u8017\u6307\u6807\u5f71\u54cd\u67b6\u6784\u8bbe\u8ba1\u51b3\u7b56 \u8fd9\u79cd\u6df1\u5ea6\u96c6\u6210\u4f7f\u65b0\u529f\u80fd\u7684\u7f3a\u9677\u9003\u9038\u7387\u4e0b\u964d54%\uff0c\u7248\u672c\u56de\u6eda\u6b21\u6570\u51cf\u5c1183%\u3002\u5f53\u6bcf\u4e2a\u9700\u6c42\u5361\u90fd\u80fd\u770b\u5230\u5176\u5bf9\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u5f71\u54cd\uff0c\u6280\u672f\u51b3\u7b56\u5c31\u5177\u5907\u4e86\u771f\u6b63\u7684\u6210\u672c\u89c6\u89d2\u2014\u2014\u77e5\u9053\u5728\u54ea\u4e2a\u73af\u8282\u589e\u52a0\u76d1\u63a7\u57cb\u70b9\u80fd\u5e26\u6765\u6700\u5927ROI\uff0c\u660e\u767d\u54ea\u4e9b&rdquo;\u6027\u80fd\u503a&rdquo;\u5fc5\u987b\u4f18\u5148\u507f\u8fd8\u3002 \u7ad9\u5728\u667a\u80fd\u8fd0\u7ef4\u7684\u65f6\u4ee3\u62d0\u70b9\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5df2\u8d85\u8d8a\u5355\u7eaf\u7684\u6280\u672f\u5de5\u5177\u8303\u7574\uff0c\u5b83\u6b63\u5728\u6784\u5efa\u6570\u5b57\u4e1a\u52a1\u7684\u514d\u75ab\u7cfb\u7edf\u3002\u5f53\u4f01\u4e1a\u80fd\u591f\u5b9e\u65f6\u611f\u77e5\u6bcf\u4e2a\u5b57\u8282\u7684\u6d41\u52a8\u8f68\u8ff9\uff0c\u7cbe\u51c6\u91cf\u5316\u6bcf\u884c\u4ee3\u7801\u7684\u5546\u4e1a\u4ef7\u503c\uff0c\u8fd0\u7ef4\u6210\u672c\u7684\u63a7\u5236\u5c31\u4ece\u6982\u7387\u6e38\u620f\u53d8\u4e3a\u7cbe\u786e\u79d1\u5b66\u3002\u8fd9\u79cd\u8f6c\u53d8\u5e26\u6765\u7684\u4e0d\u4ec5\u662f\u9884\u7b97\u8868\u7684\u4f18\u5316\uff0c\u66f4\u662f\u7ec4\u7ec7\u5728\u6570\u5b57\u7ade\u4e89\u4e2d\u83b7\u5f97\u7684\u5173\u952e\u751f\u5b58\u6280\u80fd\u2014\u2014\u7528\u6570\u636e\u6d1e\u5bdf\u4ee3\u66ff\u7ecf\u9a8c\u731c\u6d4b\uff0c\u7528\u7cfb\u7edf\u5f39\u6027\u5bf9\u6297\u67b6\u6784\u71b5\u589e\uff0c\u6700\u7ec8\u5728\u4e0d\u786e\u5b9a\u6027\u4e2d\u5efa\u7acb\u786e\u5b9a\u6027\u7684\u7ade\u4e89\u4f18\u52bf\u3002<\/p>\n","protected":false},"author":4,"featured_media":33690,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-33689","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\/33689","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=33689"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/33689\/revisions"}],"predecessor-version":[{"id":33691,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/33689\/revisions\/33691"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/33690"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=33689"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=33689"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=33689"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}