{"id":24498,"date":"2025-01-15T16:01:26","date_gmt":"2025-01-15T08:01:26","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=24498"},"modified":"2025-01-15T16:01:26","modified_gmt":"2025-01-15T08:01:26","slug":"%e5%be%ae%e6%9c%8d%e5%8a%a1%e7%9b%91%e6%8e%a7%e4%b8%ad%e5%a6%82%e4%bd%95%e8%af%86%e5%88%ab%e6%80%a7%e8%83%bd%e7%93%b6%e9%a2%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/24498.html","title":{"rendered":"\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\u5982\u4f55\u8bc6\u522b\u6027\u80fd\u74f6\u9888\uff1f"},"content":{"rendered":"

\t\t\t\t\n\n

\"\u5fae\u670d\u52a1\u76d1\u63a7\u4e2d\u5982\u4f55\u8bc6\u522b\u6027\u80fd\u74f6\u9888\uff1f\"<\/p>\n\n<\/p>\n\n\n\n

\u5728\u5f53\u4eca\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u6027\u80fd\u74f6\u9888\u7684\u8bc6\u522b\u548c\u89e3\u51b3\u662f\u786e\u4fdd\u7cfb\u7edf\u9ad8\u6548\u8fd0\u884c\u7684\u5173\u952e\u3002\u968f\u7740\u4f01\u4e1a\u9010\u6e10\u5c06\u5355\u4f53\u5e94\u7528\u62c6\u5206\u4e3a\u591a\u4e2a\u5fae\u670d\u52a1\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u4e5f\u968f\u4e4b\u589e\u52a0\u3002\u6bcf\u4e2a\u5fae\u670d\u52a1\u90fd\u53ef\u80fd\u6210\u4e3a\u6f5c\u5728\u7684\u74f6\u9888\u70b9\uff0c\u5c24\u5176\u662f\u5728\u9ad8\u5e76\u53d1\u6216\u8d44\u6e90\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\u3002\u56e0\u6b64\uff0c\u5982\u4f55\u5feb\u901f\u3001\u51c6\u786e\u5730\u8bc6\u522b\u6027\u80fd\u74f6\u9888\uff0c\u6210\u4e3a\u4e86\u5f00\u53d1\u8005\u548c\u8fd0\u7ef4\u56e2\u961f\u4e9f\u9700\u89e3\u51b3\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n\n

1. \u7406\u89e3\u6027\u80fd\u74f6\u9888\u7684\u672c\u8d28<\/strong><\/h3>\n\n\n\n\n

\u6027\u80fd\u74f6\u9888\u901a\u5e38\u6307\u7684\u662f\u7cfb\u7edf\u4e2d\u67d0\u4e2a\u7ec4\u4ef6\u6216\u670d\u52a1\u9650\u5236\u4e86\u6574\u4f53\u6027\u80fd\u7684\u63d0\u5347\u3002\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u74f6\u9888\u53ef\u80fd\u51fa\u73b0\u5728\u591a\u4e2a\u5c42\u9762\uff0c\u4f8b\u5982\u7f51\u7edc\u5ef6\u8fdf\u3001\u6570\u636e\u5e93\u67e5\u8be2\u6548\u7387\u3001\u670d\u52a1\u95f4\u901a\u4fe1\u3001\u8d44\u6e90\u5206\u914d\u4e0d\u5747\u7b49\u3002\u8bc6\u522b\u74f6\u9888\u7684\u7b2c\u4e00\u6b65\u662f\u660e\u786e\u5176\u53ef\u80fd\u51fa\u73b0\u7684\u573a\u666f\u548c\u8868\u73b0\u5f62\u5f0f<\/strong>\u3002\u4f8b\u5982\uff0c\u7528\u6237\u8bf7\u6c42\u54cd\u5e94\u65f6\u95f4\u53d8\u957f\u3001\u670d\u52a1\u541e\u5410\u91cf\u4e0b\u964d\u3001CPU\u6216\u5185\u5b58\u4f7f\u7528\u7387\u5f02\u5e38\u7b49\uff0c\u90fd\u53ef\u80fd\u662f\u6027\u80fd\u74f6\u9888\u7684\u4fe1\u53f7\u3002<\/p>\n\n\n\n\n

2. \u76d1\u63a7\u5de5\u5177\u7684\u9009\u62e9\u4e0e\u90e8\u7f72<\/strong><\/h3>\n\n\n\n\n

\u8981\u8bc6\u522b\u6027\u80fd\u74f6\u9888\uff0c\u9996\u5148\u9700\u8981\u4e00\u5957\u5b8c\u5584\u7684\u76d1\u63a7\u7cfb\u7edf\u3002\u76ee\u524d\u5e02\u9762\u4e0a\u6709\u8bb8\u591a\u6210\u719f\u7684\u76d1\u63a7\u5de5\u5177\uff0c\u4f8b\u5982Prometheus\u3001Grafana\u3001Zipkin\u3001Jaeger\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9e\u65f6\u6536\u96c6\u548c\u5206\u6790\u7cfb\u7edf\u7684\u5404\u9879\u6307\u6807\uff0c\u5305\u62ec\u8bf7\u6c42\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u3001\u8d44\u6e90\u5229\u7528\u7387\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u5e76\u6b63\u786e\u90e8\u7f72\uff0c\u662f\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u7684\u57fa\u7840<\/strong>\u3002<\/p>\n\n\n\n\n

\u4f8b\u5982\uff0cPrometheus \u53ef\u4ee5\u7528\u4e8e\u6536\u96c6\u65f6\u95f4\u5e8f\u5217\u6570\u636e\uff0cGrafana \u5219\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5e2e\u52a9\u56e2\u961f\u66f4\u76f4\u89c2\u5730\u53d1\u73b0\u95ee\u9898\u3002\u800c Zipkin \u548c Jaeger \u5219\u4e13\u6ce8\u4e8e\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u80fd\u591f\u5e2e\u52a9\u5b9a\u4f4d\u670d\u52a1\u95f4\u8c03\u7528\u7684\u6027\u80fd\u95ee\u9898\u3002<\/p>\n\n\n\n\n

3. \u5173\u952e\u6027\u80fd\u6307\u6807\u7684\u76d1\u63a7<\/strong><\/h3>\n\n\n\n\n

\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u6027\u80fd\u6307\u6807\uff08KPI\uff09\u9700\u8981\u7279\u522b\u5173\u6ce8\uff1a<\/p>\n\n\n\n\n

    \n\n\n
  • \u8bf7\u6c42\u54cd\u5e94\u65f6\u95f4\uff08Response Time\uff09<\/strong>\uff1a\u8fd9\u662f\u8861\u91cf\u7cfb\u7edf\u6027\u80fd\u7684\u6700\u76f4\u63a5\u6307\u6807\u3002\u5982\u679c\u67d0\u4e2a\u670d\u52a1\u7684\u54cd\u5e94\u65f6\u95f4\u663e\u8457\u589e\u52a0\uff0c\u53ef\u80fd\u610f\u5473\u7740\u8be5\u670d\u52a1\u5b58\u5728\u74f6\u9888\u3002<\/li>\n\n\n\n\n
  • \u9519\u8bef\u7387\uff08Error Rate\uff09<\/strong>\uff1a\u9ad8\u9519\u8bef\u7387\u901a\u5e38\u4e0e\u6027\u80fd\u95ee\u9898\u76f8\u5173\uff0c\u5c24\u5176\u662f\u5728\u670d\u52a1\u8fc7\u8f7d\u6216\u8d44\u6e90\u4e0d\u8db3\u7684\u60c5\u51b5\u4e0b\u3002<\/li>\n\n\n\n\n
  • \u8d44\u6e90\u5229\u7528\u7387\uff08Resource Utilization\uff09<\/strong>\uff1a\u5305\u62ec CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8 I\/O \u548c\u7f51\u7edc\u5e26\u5bbd\u7b49\u3002\u5982\u679c\u67d0\u4e2a\u670d\u52a1\u7684\u8d44\u6e90\u5229\u7528\u7387\u6301\u7eed\u9ad8\u4f4d\u8fd0\u884c\uff0c\u53ef\u80fd\u662f\u74f6\u9888\u6240\u5728\u3002<\/li>\n\n\n\n\n
  • \u541e\u5410\u91cf\uff08Throughput\uff09<\/strong>\uff1a\u5355\u4f4d\u65f6\u95f4\u5185\u5904\u7406\u7684\u8bf7\u6c42\u6570\u91cf\u3002\u5982\u679c\u541e\u5410\u91cf\u4e0b\u964d\uff0c\u53ef\u80fd\u610f\u5473\u7740\u7cfb\u7edf\u5b58\u5728\u74f6\u9888\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n

    \u901a\u8fc7\u6301\u7eed\u76d1\u63a7\u8fd9\u4e9b\u6307\u6807\uff0c\u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90<\/strong>\u3002<\/p>\n\n\n\n\n

    4. \u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u7684\u5e94\u7528<\/strong><\/h3>\n\n\n\n\n

    \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u4f1a\u7ecf\u8fc7\u591a\u4e2a\u670d\u52a1\u7684\u5904\u7406\u3002\u5982\u679c\u67d0\u4e2a\u670d\u52a1\u7684\u6027\u80fd\u4e0b\u964d\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u6574\u4e2a\u8bf7\u6c42\u94fe\u7684\u54cd\u5e94\u65f6\u95f4\u3002\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u8ffd\u8e2a\u8bf7\u6c42\u5728\u7cfb\u7edf\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u4ece\u800c\u8bc6\u522b\u51fa\u6027\u80fd\u74f6\u9888\u7684\u5177\u4f53\u4f4d\u7f6e<\/strong>\u3002<\/p>\n\n\n\n\n

    \u4f8b\u5982\uff0c\u4f7f\u7528 Jaeger \u6216 Zipkin\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u67e5\u770b\u6bcf\u4e2a\u670d\u52a1\u7684\u5904\u7406\u65f6\u95f4\uff0c\u5e76\u5206\u6790\u662f\u5426\u5b58\u5728\u67d0\u4e2a\u670d\u52a1\u5904\u7406\u65f6\u95f4\u8fc7\u957f\u3002\u5982\u679c\u53d1\u73b0\u67d0\u4e2a\u670d\u52a1\u7684\u5904\u7406\u65f6\u95f4\u663e\u8457\u9ad8\u4e8e\u5176\u4ed6\u670d\u52a1\uff0c\u90a3\u4e48\u8be5\u670d\u52a1\u53ef\u80fd\u5c31\u662f\u6027\u80fd\u74f6\u9888\u7684\u6e90\u5934\u3002<\/p>\n\n\n\n\n

    5. \u65e5\u5fd7\u5206\u6790\u4e0e\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h3>\n\n\n\n\n

    \u65e5\u5fd7\u662f\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u7684\u91cd\u8981\u6570\u636e\u6e90\u3002\u901a\u8fc7\u5206\u6790\u670d\u52a1\u7684\u65e5\u5fd7\uff0c\u53ef\u4ee5\u53d1\u73b0\u6f5c\u5728\u7684\u6027\u80fd\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u9891\u7e41\u7684\u8d85\u65f6\u65e5\u5fd7\u3001\u6570\u636e\u5e93\u67e5\u8be2\u65f6\u95f4\u8fc7\u957f\u3001\u8d44\u6e90\u4e89\u7528\u7b49\uff0c\u90fd\u53ef\u80fd\u662f\u6027\u80fd\u74f6\u9888\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n\n

    \u7ed3\u5408\u65e5\u5fd7\u5206\u6790\u5de5\u5177\uff08\u5982 ELK Stack\uff09\u548c\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\uff0c\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u51fa\u5f02\u5e38\u6a21\u5f0f<\/strong>\u3002\u4f8b\u5982\uff0c\u5982\u679c\u67d0\u4e2a\u670d\u52a1\u7684\u65e5\u5fd7\u4e2d\u9891\u7e41\u51fa\u73b0\u201c\u8bf7\u6c42\u8d85\u65f6\u201d\u6216\u201c\u6570\u636e\u5e93\u8fde\u63a5\u5931\u8d25\u201d\u7b49\u5173\u952e\u5b57\uff0c\u90a3\u4e48\u8be5\u670d\u52a1\u53ef\u80fd\u5b58\u5728\u6027\u80fd\u95ee\u9898\u3002<\/p>\n\n\n\n\n

    6. \u538b\u529b\u6d4b\u8bd5\u4e0e\u6027\u80fd\u57fa\u51c6<\/strong><\/h3>\n\n\n\n\n

    \u5728\u7cfb\u7edf\u4e0a\u7ebf\u524d\uff0c\u8fdb\u884c\u538b\u529b\u6d4b\u8bd5\u662f\u8bc6\u522b\u6f5c\u5728\u6027\u80fd\u74f6\u9888\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u6a21\u62df\u9ad8\u5e76\u53d1\u573a\u666f\uff0c\u53ef\u4ee5\u63d0\u524d\u53d1\u73b0\u7cfb\u7edf\u7684\u6027\u80fd\u74f6\u9888\u3002\u538b\u529b\u6d4b\u8bd5\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u74f6\u9888\uff0c\u8fd8\u53ef\u4ee5\u4e3a\u7cfb\u7edf\u8bbe\u5b9a\u6027\u80fd\u57fa\u51c6<\/strong>\uff0c\u4ee5\u4fbf\u5728\u540e\u7eed\u7684\u76d1\u63a7\u4e2d\u5feb\u901f\u53d1\u73b0\u95ee\u9898\u3002<\/p>\n\n\n\n\n

    \u4f8b\u5982\uff0c\u4f7f\u7528 JMeter \u6216 Gatling \u7b49\u5de5\u5177\uff0c\u53ef\u4ee5\u6a21\u62df\u5927\u91cf\u7528\u6237\u8bf7\u6c42\uff0c\u89c2\u5bdf\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u8868\u73b0\u3002\u5982\u679c\u53d1\u73b0\u67d0\u4e2a\u670d\u52a1\u5728\u9ad8\u5e76\u53d1\u4e0b\u54cd\u5e94\u65f6\u95f4\u663e\u8457\u589e\u52a0\uff0c\u90a3\u4e48\u8be5\u670d\u52a1\u53ef\u80fd\u9700\u8981\u4f18\u5316\u3002<\/p>\n\n\n\n\n

    7. \u8d44\u6e90\u5206\u914d\u4e0e\u8d1f\u8f7d\u5747\u8861\u7684\u4f18\u5316<\/strong><\/h3>\n\n\n\n\n

    \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u8d44\u6e90\u5206\u914d\u4e0d\u5747\u4e5f\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u67d0\u4e2a\u670d\u52a1\u53ef\u80fd\u5360\u7528\u4e86\u8fc7\u591a\u7684 CPU \u6216\u5185\u5b58\u8d44\u6e90\uff0c\u5bfc\u81f4\u5176\u4ed6\u670d\u52a1\u65e0\u6cd5\u6b63\u5e38\u8fd0\u884c\u3002\u901a\u8fc7\u5408\u7406\u7684\u8d44\u6e90\u5206\u914d\u548c\u8d1f\u8f7d\u5747\u8861\u7b56\u7565\uff0c\u53ef\u4ee5\u6709\u6548\u907f\u514d\u8d44\u6e90\u4e89\u7528\u95ee\u9898<\/strong>\u3002<\/p>\n\n\n\n\n

    \u4f8b\u5982\uff0c\u4f7f\u7528 Kubernetes \u7684\u81ea\u52a8\u6269\u7f29\u5bb9\u529f\u80fd\uff0c\u53ef\u4ee5\u6839\u636e\u670d\u52a1\u7684\u8d1f\u8f7d\u52a8\u6001\u8c03\u6574\u8d44\u6e90\u5206\u914d\u3002\u6b64\u5916\uff0c\u5408\u7406\u7684\u8d1f\u8f7d\u5747\u8861\u7b56\u7565\u53ef\u4ee5\u786e\u4fdd\u8bf7\u6c42\u5747\u5300\u5206\u5e03\u5230\u5404\u4e2a\u670d\u52a1\u5b9e\u4f8b\u4e0a\uff0c\u907f\u514d\u67d0\u4e2a\u5b9e\u4f8b\u8fc7\u8f7d\u3002<\/p>\n\n\n\n\n

    8. \u6570\u636e\u5e93\u6027\u80fd\u7684\u76d1\u63a7\u4e0e\u4f18\u5316<\/strong><\/h3>\n\n\n\n\n

    \u6570\u636e\u5e93\u901a\u5e38\u662f\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u6027\u80fd\u74f6\u9888\u4e4b\u4e00\u3002\u6162\u67e5\u8be2\u3001\u9501\u4e89\u7528\u3001\u7d22\u5f15\u7f3a\u5931\u7b49\u95ee\u9898\uff0c\u90fd\u53ef\u80fd\u5bfc\u81f4\u6570\u636e\u5e93\u6027\u80fd\u4e0b\u964d<\/strong>\u3002\u901a\u8fc7\u76d1\u63a7\u6570\u636e\u5e93\u7684\u67e5\u8be2\u6027\u80fd\uff0c\u53ef\u4ee5\u5feb\u901f\u8bc6\u522b\u51fa\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n\n

    \u4f8b\u5982\uff0c\u4f7f\u7528 MySQL \u7684\u6162\u67e5\u8be2\u65e5\u5fd7\uff0c\u53ef\u4ee5\u627e\u51fa\u6267\u884c\u65f6\u95f4\u8fc7\u957f\u7684\u67e5\u8be2\u8bed\u53e5\u3002\u901a\u8fc7\u4f18\u5316\u8fd9\u4e9b\u67e5\u8be2\u8bed\u53e5\u6216\u6dfb\u52a0\u5408\u9002\u7684\u7d22\u5f15\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6570\u636e\u5e93\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n\n

    9. \u670d\u52a1\u95f4\u901a\u4fe1\u7684\u4f18\u5316<\/strong><\/h3>\n\n\n\n\n

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    10. \u6301\u7eed\u4f18\u5316\u4e0e\u8fed\u4ee3<\/strong><\/h3>\n\n\n\n\n

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