{"id":32327,"date":"2025-03-04T09:57:00","date_gmt":"2025-03-04T01:57:00","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32327"},"modified":"2025-03-04T09:57:00","modified_gmt":"2025-03-04T01:57:00","slug":"%e5%ba%94%e7%94%a8%e6%80%a7%e8%83%bd%e7%ae%a1%e7%90%86%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%a4%a7%e8%a7%84%e6%a8%a1%e5%88%86%e5%b8%83%e5%bc%8f%e7%b3%bb%e7%bb%9f%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32327.html","title":{"rendered":"\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u5982\u4f55\u652f\u6301\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u7cfb\u7edf\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/63edfc18991e702.jpg\" alt=\"\u5e94\u7528\u6027\u80fd\u7ba1\u7406\u5982\u4f55\u652f\u6301\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u7cfb\u7edf\uff1f\" ><\/p>\n<\/p>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u5168\u740383%\u7684\u4f01\u4e1a\u5df2\u91c7\u7528\u6df7\u5408\u4e91\u67b6\u6784\uff0c\u6bcf\u79d2\u5904\u7406\u767e\u4e07\u7ea7\u8bf7\u6c42\u7684\u7535\u5546\u5e73\u53f0\u548c\u65e5\u6d3b\u8fc7\u4ebf\u7684\u793e\u4ea4\u5e94\u7528\u6210\u4e3a\u65b0\u5e38\u6001\u3002\u5f53\u7cfb\u7edf\u590d\u6742\u5ea6\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u4e00\u6b21API\u8c03\u7528\u53ef\u80fd\u7a7f\u8d8a6\u4e2a\u6570\u636e\u4e2d\u5fc3\u3001\u8c03\u752815\u4e2a\u5fae\u670d\u52a1\uff0c\u4f20\u7edf\u8fd0\u7ef4\u624b\u6bb5\u5982\u540c\u5728\u8ff7\u5bab\u4e2d\u5bfb\u627e\u5149\u6e90\u3002<strong>\u8fd9\u6b63\u662f<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff08APM\uff09\u4ece\u540e\u53f0\u8d70\u5411\u6280\u672f\u6218\u7565\u6838\u5fc3\u7684\u5386\u53f2\u6027\u8f6c\u6298\u70b9<\/strong>\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u6027\u80fd\u8ff7\u5bab\">\u4e00\u3001\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u6027\u80fd\u8ff7\u5bab<\/h3>\n<p>\u5f53\u5355\u4f53\u67b6\u6784\u88ab\u62c6\u89e3\u4e3a\u6570\u767e\u4e2a\u5bb9\u5668\u5316\u5fae\u670d\u52a1\uff0c\u5f53\u6d41\u91cf\u8c03\u5ea6\u8de8\u8d8a\u4e09\u5927\u516c\u6709\u4e91\u5e73\u53f0\uff0c<strong>\u5ef6\u8fdf\u6eaf\u6e90<\/strong>\u53d8\u5f97\u50cf\u5927\u6d77\u635e\u9488\u3002\u67d0\u5934\u90e8\u7535\u5546\u7684&rdquo;\u9ed1\u8272\u661f\u671f\u4e94&rdquo;\u4e8b\u6545\u663e\u793a\uff1a0.3\u79d2\u7684\u54cd\u5e94\u5ef6\u8fdf\u5bfc\u81f4\u8f6c\u5316\u7387\u9aa4\u964d7%\uff0c\u800c\u5b9a\u4f4d\u6839\u56e0\u8017\u8d39\u4e8628\u540d\u5de5\u7a0b\u5e0842\u5c0f\u65f6\u2014\u2014\u8fd9\u63ed\u793a\u4e86\u5206\u5e03\u5f0f\u73af\u5883\u4e0b\u7684\u4e09\u4e2a\u81f4\u547d\u9677\u9631\uff1a<\/p>\n<ol>\n<li><strong>\u62d3\u6251\u9ed1\u7bb1\u5316<\/strong>\uff1a\u670d\u52a1\u4f9d\u8d56\u56fe\u8c31\u7684\u52a8\u6001\u53d8\u5316\u8fdc\u8d85\u4eba\u5de5\u8ffd\u8e2a\u80fd\u529b\n<\/li>\n<li><strong>\u6570\u636e\u5b64\u5c9b<\/strong>\uff1a\u65e5\u5fd7\u3001\u6307\u6807\u3001\u94fe\u8def\u6570\u636e\u5206\u6563\u572817\u7c7b\u5b58\u50a8\u7cfb\u7edf\u4e2d\n<\/li>\n<li><strong>\u6545\u969c\u4f20\u5bfc\u5931\u63a7<\/strong>\uff1a\u5355\u4e2a\u6570\u636e\u5e93\u6162\u67e5\u8be2\u53ef\u80fd\u89e6\u53d1\u5168\u5c40\u96ea\u5d29\n<\/li>\n<\/ol>\n<p>\u8fd9\u6b63\u662fAPM\u4ece&rdquo;\u6027\u80fd\u4eea\u8868\u76d8&rdquo;\u8fdb\u5316\u4e3a&rdquo;\u7cfb\u7edf\u795e\u7ecf\u4e2d\u67a2&rdquo;\u7684\u6839\u672c\u52a8\u56e0\u3002\u901a\u8fc7\u690d\u5165263\u4e2a\u57cb\u70b9\u91c7\u96c6\u5668\uff0c\u67d0\u91d1\u878d\u5e73\u53f0\u6210\u529f\u5c06\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece\u5c0f\u65f6\u7ea7\u538b\u7f29\u81f390\u79d2\u5185\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-apm\u7684\u56db\u5927\u7834\u5c40\u5229\u5668\">\u4e8c\u3001APM\u7684\u56db\u5927\u7834\u5c40\u5229\u5668<\/h3>\n<p>\u73b0\u4ee3APM\u89e3\u51b3\u65b9\u6848\u901a\u8fc7<strong>\u4e09\u7ef4\u89c2\u6d4b\u4f53\u7cfb<\/strong>\u6784\u5efa\u6570\u5b57\u5b6a\u751f\uff1a<\/p>\n<p><strong>1. <a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\u5f15\u64ce<\/strong><\/p>\n<ul>\n<li>\u4ee3\u7801\u7ea7\u8ffd\u8e2a\uff1a\u81ea\u52a8\u6355\u83b7Java\/.NET\/Python\u7b49\u5e94\u7528\u768411\u7c7b\u8fd0\u884c\u65f6\u6307\u6807\n<\/li>\n<li>\u667a\u80fd\u57fa\u7ebf\uff1a\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u5efa\u7acb\u52a8\u6001\u6027\u80fd\u9608\u503c\uff0c\u5f02\u5e38\u68c0\u6d4b\u51c6\u786e\u7387\u63d0\u5347\u81f392%\n<\/li>\n<li>\u62d3\u6251\u81ea\u53d1\u73b0\uff1a\u5b9e\u65f6\u6784\u5efa\u8de8K8s\u96c6\u7fa4\u7684\u670d\u52a1\u4f9d\u8d56\u5730\u56fe\uff0c\u51c6\u786e\u7387\u9ad8\u8fbe99.3%\n<\/li>\n<\/ul>\n<p><strong>2. \u6839\u56e0\u5b9a\u4f4d\u52a0\u901f\u5668<\/strong><\/p>\n<ul>\n<li>\u591a\u7ef4\u5173\u8054\u5206\u6790\uff1a\u5c06\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u5806\u6808\u3001\u94fe\u8def\u4e2d\u7684\u8d85\u65f6\u8282\u70b9\u3001\u57fa\u7840\u8bbe\u65bd\u7684CPU\u6bdb\u523a\u8fdb\u884c\u65f6\u7a7a\u5bf9\u9f50\n<\/li>\n<li>\u70ed\u70b9\u8def\u5f84\u6807\u8bb0\uff1a\u81ea\u52a8\u8bc6\u522b\u5f71\u54cd80%\u7528\u6237\u4f53\u9a8c\u7684\u9ec4\u91d1\u8def\u5f84\u5f02\u5e38\n<\/li>\n<li>\u5f71\u54cd\u9762\u9884\u6d4b\uff1a\u57fa\u4e8e\u56fe\u8ba1\u7b97\u5f15\u64ce\u6a21\u62df\u6545\u969c\u4f20\u64ad\u8303\u56f4\n<\/li>\n<\/ul>\n<p>\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u6b64\u7c7b\u6280\u672f\uff0c\u5728CDN\u8282\u70b9\u5f02\u5e38\u65f6\uff0c5\u5206\u949f\u5185\u9501\u5b9a3\u4e2a\u8fb9\u7f18\u673a\u623f\u6545\u969c\uff0c\u907f\u514d\u5343\u4e07\u7ea7\u7528\u6237\u5361\u987f\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u4e91\u539f\u751f\u65f6\u4ee3\u7684\u8fdb\u5316\u5bc6\u7801\">\u4e09\u3001\u4e91\u539f\u751f\u65f6\u4ee3\u7684\u8fdb\u5316\u5bc6\u7801<\/h3>\n<p>\u5f53Kubernetes\u96c6\u7fa4\u6bcf\u5c0f\u65f6\u81ea\u52a8\u6269\u7f29\u5bb9300\u6b21\uff0c\u5f53\u670d\u52a1\u7f51\u683c\u6bcf\u5929\u8def\u753110\u4ebf\u6b21\u8c03\u7528\uff0cAPM\u6b63\u5728\u7ecf\u5386<strong>\u4e09\u5927\u8303\u5f0f\u9769\u547d<\/strong>\uff1a<\/p>\n<p><strong>1. \u89c2\u6d4b\u5373\u4ee3\u7801<\/strong><\/p>\n<ul>\n<li>\u901a\u8fc7<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u6807\u51c6\u5b9e\u73b0\u57cb\u70b9\u914d\u7f6e\u7684\u7248\u672c\u5316\u7ba1\u7406\n<\/li>\n<li>\u6307\u6807\u91c7\u96c6\u7b56\u7565\u4e0eCI\/CD\u6d41\u6c34\u7ebf\u6df1\u5ea6\u96c6\u6210\n<\/li>\n<li>\u7b56\u7565\u6587\u4ef6\u4e0eK8s YAML\u540c\u6b65\u5b58\u50a8\u5728Git\u4ed3\u5e93\n<\/li>\n<\/ul>\n<p><strong>2. \u667a\u80fd\u8fd0\u7ef4\u4e2d\u67a2<\/strong><\/p>\n<ul>\n<li>\u57fa\u4e8e\u5386\u53f2\u6545\u969c\u5e93\u8bad\u7ec3AI\u6a21\u578b\uff0c\u9884\u522423\u7c7b\u5178\u578b\u98ce\u9669\n<\/li>\n<li>\u81ea\u52a8\u751f\u6210\u4fee\u590d\u9884\u6848\uff0c\u5982\u52a8\u6001\u9650\u6d41\u89c4\u5219\u6216Pod\u91cd\u542f\u7b56\u7565\n<\/li>\n<li>\u4e0eAIOps\u5e73\u53f0\u8054\u52a8\uff0c\u5b9e\u73b0\u4ece\u544a\u8b66\u5230\u5904\u7f6e\u7684\u95ed\u73af\n<\/li>\n<\/ul>\n<p><strong>3. \u6210\u672c\u6548\u80fd\u5929\u5e73<\/strong><\/p>\n<ul>\n<li>\u7cbe\u786e\u8ba1\u7b97\u6bcf\u4e2a\u5fae\u670d\u52a1\u7684\u8d44\u6e90\u6548\u80fd\u6bd4\n<\/li>\n<li>\u8bc6\u522b\u4f4e\u6548API\u8c03\u7528\u94fe\uff0c\u5982\u67d0\u793e\u4ea4\u5e73\u53f0\u4f18\u5316\u540e\u8282\u770137%\u4e91\u6210\u672c\n<\/li>\n<li>\u5e73\u8861SLA\u627f\u8bfa\u4e0e\u5b9e\u9645\u8d44\u6e90\u6295\u5165\u7684\u52a8\u6001\u65b9\u7a0b\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u4ece\u76d1\u63a7\u5230\u4ef7\u503c\u521b\u9020\u7684\u8dc3\u8fc1\">\u56db\u3001\u4ece\u76d1\u63a7\u5230\u4ef7\u503c\u521b\u9020\u7684\u8dc3\u8fc1<\/h3>\n<p>\u5728\u5934\u90e8\u79d1\u6280\u516c\u53f8\u7684\u5b9e\u8df5\u4e2d\uff0cAPM\u5df2\u7a81\u7834\u8fd0\u7ef4\u8fb9\u754c\uff0c\u6f14\u53d8\u4e3a<strong>\u4e1a\u52a1\u521b\u65b0\u5f15\u64ce<\/strong>\uff1a<\/p>\n<ul>\n<li>\u67d0\u96f6\u552e\u5de8\u5934\u901a\u8fc7\u5206\u6790\u7ed3\u8d26\u94fe\u8def\u6027\u80fd\u6570\u636e\uff0c\u91cd\u6784\u8d2d\u7269\u8f66\u5fae\u670d\u52a1\uff0c\u8f6c\u5316\u7387\u63d0\u534714%\n<\/li>\n<li>\u57fa\u4e8eAPI\u54cd\u5e94\u5ef6\u8fdf\u70ed\u529b\u56fe\uff0c\u67d0\u7269\u6d41\u5e73\u53f0\u4f18\u5316\u8c03\u5ea6\u7b97\u6cd5\uff0c\u6b21\u65e5\u8fbe\u5c65\u7ea6\u7387\u63d0\u9ad821%\n<\/li>\n<li>\u6e38\u620f\u516c\u53f8\u5229\u7528\u6027\u80fd\u57fa\u7ebf\u9884\u6d4b\u73a9\u5bb6\u6d41\u5931\u98ce\u9669\uff0c\u9488\u5bf9\u6027\u53d1\u653e\u9053\u5177\u4f7f\u7559\u5b58\u7387\u4e0a\u53479%\n<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u6848\u4f8b\u8bc1\u660e\uff0c\u5f53\u6027\u80fd\u6570\u636e\u4e0e\u4e1a\u52a1\u6307\u6807\u6df1\u5ea6\u878d\u5408\uff0cAPM\u7cfb\u7edf\u5c31\u80fd\u4ece\u6210\u672c\u4e2d\u5fc3\u8f6c\u578b\u4e3a<strong>\u6570\u5b57\u4e1a\u52a1\u7684\u96f7\u8fbe\u4e0e\u5bfc\u822a\u4eea<\/strong>\u3002<\/p>\n<hr>\n<h3 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