{"id":28964,"date":"2024-11-06T17:54:32","date_gmt":"2024-11-06T09:54:32","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=20265"},"modified":"2024-11-06T17:54:32","modified_gmt":"2024-11-06T09:54:32","slug":"%e8%a7%a3%e8%af%bb%e5%ba%94%e7%94%a8%e6%95%85%e9%9a%9c%e5%ae%9a%e4%bd%8d%e7%9a%84%e7%a7%98%e5%af%86%e6%ad%a6%e5%99%a8","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/28964.html","title":{"rendered":"\u89e3\u8bfb\u5e94\u7528\u6545\u969c\u5b9a\u4f4d\u7684\u79d8\u5bc6\u6b66\u5668"},"content":{"rendered":"

\t\t\t\t\u5728\u73b0\u4ee3\u590d\u6742\u7684\u5e94\u7528\u73af\u5883\u4e2d\uff0c\u6545\u969c\u5b9a\u4f4d\u4e00\u76f4\u662f\u8fd0\u7ef4\u5de5\u7a0b\u5e08\u548c\u6280\u672f\u56e2\u961f\u9762\u4e34\u7684\u4e00\u5927\u6311\u6218\u3002\u968f\u7740\u7cfb\u7edf\u67b6\u6784\u7684\u65e5\u76ca\u590d\u6742\u5316\u548c\u5fae\u670d\u52a1\u5316\uff0c\u4f20\u7edf\u7684\u6545\u969c\u6392\u67e5\u65b9\u6cd5\u5f80\u5f80\u663e\u5f97\u529b\u4e0d\u4ece\u5fc3\u3002\u5e78\u8fd0\u7684\u662f\uff0c\u4e00\u7cfb\u5217\u65b0\u5174\u7684\u5de5\u5177\u548c\u6280\u672f\u6b63\u5728\u6210\u4e3a\u89e3\u8bfb\u5e94\u7528\u6545\u969c\u5b9a\u4f4d<\/a>\u7684\u79d8\u5bc6\u6b66\u5668\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e9b\u5de5\u5177\u548c\u6280\u672f\uff0c\u63ed\u793a\u5b83\u4eec\u5982\u4f55\u5728\u590d\u6742\u7684\u7cfb\u7edf\u4e2d\u5feb\u901f\u3001\u51c6\u786e\u5730\u5b9a\u4f4d\u6545\u969c\u3002<\/p>\n\n\n\n\n

\u4e00\u3001\u65e5\u5fd7\u5206\u6790\uff1a\u6545\u969c\u5b9a\u4f4d\u7684\u57fa\u7840<\/h3>\n\n\n\n\n

\u65e5\u5fd7\u662f\u7cfb\u7edf\u8fd0\u884c\u72b6\u6001\u7684\u76f4\u63a5\u8bb0\u5f55\uff0c\u662f\u6545\u969c\u5b9a\u4f4d\u7684\u57fa\u7840\u3002\u4f20\u7edf\u7684\u65e5\u5fd7\u5206\u6790\u65b9\u6cd5\u4f9d\u8d56\u4e8e\u4eba\u5de5\u67e5\u9605\u5927\u91cf\u65e5\u5fd7\u6587\u4ef6\uff0c\u6548\u7387\u4f4e\u4e0b\u4e14\u5bb9\u6613\u51fa\u9519\u3002\u73b0\u4ee3\u65e5\u5fd7\u5206\u6790\u5de5\u5177\u901a\u8fc7\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u7684\u624b\u6bb5\uff0c\u6781\u5927\u5730\u63d0\u5347\u4e86\u65e5\u5fd7\u5206\u6790\u7684\u6548\u7387\u548c\u51c6\u786e\u6027\u3002<\/p>\n\n\n\n\n\n\n\n\n

<\/p>\n\n\n\n\n\n\n\n\n\n

1.1 \u65e5\u5fd7\u805a\u5408\u5de5\u5177<\/h4>\n\n\n\n\n

\u65e5\u5fd7\u805a\u5408\u5de5\u5177\u5982ELK\uff08Elasticsearch\u3001Logstash\u3001Kibana\uff09\u5806\u6808\u3001Splunk\u7b49\uff0c\u80fd\u591f\u5c06\u5206\u6563\u5728\u5404\u4e2a\u670d\u52a1\u5668\u548c\u5e94\u7528\u7684\u65e5\u5fd7\u96c6\u4e2d\u7ba1\u7406\u3002\u901a\u8fc7\u7edf\u4e00\u7684\u65e5\u5fd7\u5b58\u50a8\u548c\u5206\u6790\u5e73\u53f0\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u68c0\u7d22\u548c\u8fc7\u6ee4\u65e5\u5fd7\uff0c\u627e\u5230\u6545\u969c\u76f8\u5173\u7684\u5173\u952e\u4fe1\u606f\u3002<\/p>\n\n\n\n\n

1.2 \u65e5\u5fd7\u667a\u80fd\u5206\u6790<\/h4>\n\n\n\n\n

\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u65e5\u5fd7\u667a\u80fd\u5206\u6790\u5de5\u5177\uff0c\u5982IBM Watson AIOps\u3001Datadog Log Analysis\u7b49\uff0c\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u65e5\u5fd7\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\uff0c\u63d0\u524d\u9884\u8b66\u6f5c\u5728\u6545\u969c\u3002\u8fd9\u4e9b\u5de5\u5177\u901a\u8fc7\u6301\u7eed\u5b66\u4e60\u548c\u4f18\u5316\uff0c\u80fd\u591f\u4e0d\u65ad\u63d0\u5347\u6545\u969c\u8bc6\u522b\u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n\n

\u4e8c\u3001\u76d1\u63a7\u4e0e\u544a\u8b66\uff1a\u5b9e\u65f6\u638c\u63e1\u7cfb\u7edf\u72b6\u6001<\/h3>\n\n\n\n\n

\u76d1\u63a7\u7cfb\u7edf\u662f\u6545\u969c\u5b9a\u4f4d\u7684\u53e6\u4e00\u5927\u5229\u5668\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u7684\u5404\u9879\u6307\u6807\uff0c\u80fd\u591f\u5728\u6545\u969c\u53d1\u751f\u7684\u7b2c\u4e00\u65f6\u95f4\u53d1\u51fa\u544a\u8b66\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u8fc5\u901f\u54cd\u5e94\u3002<\/p>\n\n\n\n\n

2.1 \u5168\u6808\u76d1\u63a7\u5de5\u5177<\/h4>\n\n\n\n\n

\u5168\u6808\u76d1\u63a7\u5de5\u5177\u5982Prometheus\u3001Grafana\u3001New Relic\u7b49\uff0c\u80fd\u591f\u76d1\u63a7\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u5e94\u7528\u7684\u5404\u4e2a\u5c42\u9762\u3002\u901a\u8fc7\u591a\u7ef4\u5ea6\u7684\u76d1\u63a7\u6570\u636e\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5168\u9762\u4e86\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u70b9\u3002<\/p>\n\n\n\n\n

2.2 \u667a\u80fd\u544a\u8b66\u7cfb\u7edf<\/h4>\n\n\n\n\n

\u4f20\u7edf\u7684\u544a\u8b66\u7cfb\u7edf\u5f80\u5f80\u57fa\u4e8e\u9759\u6001\u9608\u503c\uff0c\u5bb9\u6613\u4ea7\u751f\u8bef\u62a5\u548c\u6f0f\u62a5\u3002\u667a\u80fd\u544a\u8b66\u7cfb\u7edf\u5982Nagios\u3001Alertmanager\u7b49\uff0c\u901a\u8fc7\u52a8\u6001\u9608\u503c\u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u80fd\u591f\u66f4\u51c6\u786e\u5730\u8bc6\u522b\u5f02\u5e38\u60c5\u51b5\uff0c\u51cf\u5c11\u8bef\u62a5\u548c\u6f0f\u62a5\u3002<\/p>\n\n\n\n\n

\u4e09\u3001\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff1a\u8ffd\u8e2a\u8bf7\u6c42\u7684\u5168\u94fe\u8def<\/h3>\n\n\n\n\n

\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u8bf7\u6c42\u53ef\u80fd\u7ecf\u8fc7\u591a\u4e2a\u670d\u52a1\u8282\u70b9\uff0c\u4f20\u7edf\u7684\u6545\u969c\u5b9a\u4f4d\u65b9\u6cd5\u96be\u4ee5\u8ffd\u8e2a\u8bf7\u6c42\u7684\u5168\u94fe\u8def\u3002\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u5de5\u5177\u901a\u8fc7\u8bb0\u5f55\u8bf7\u6c42\u5728\u6bcf\u4e2a\u8282\u70b9\u7684\u5904\u7406\u60c5\u51b5\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u70b9\u3002<\/p>\n\n\n\n\n

3.1 \u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177<\/h4>\n\n\n\n\n

\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\u5982Zipkin\u3001Jaeger\u3001SkyWalking<\/a>\u7b49\uff0c\u901a\u8fc7\u5728\u8bf7\u6c42\u7684\u6bcf\u4e2a\u8282\u70b9\u6ce8\u5165\u8ffd\u8e2a\u4fe1\u606f\uff0c\u8bb0\u5f55\u8bf7\u6c42\u7684\u5b8c\u6574\u8def\u5f84\u3002\u901a\u8fc7\u53ef\u89c6\u5316\u754c\u9762\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u76f4\u89c2\u5730\u770b\u5230\u8bf7\u6c42\u5728\u6bcf\u4e2a\u8282\u70b9\u7684\u5904\u7406\u65f6\u95f4\u548c\u72b6\u6001\uff0c\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u70b9\u3002<\/p>\n\n\n\n\n

3.2 \u8de8\u670d\u52a1\u8ffd\u8e2a<\/h4>\n\n\n\n\n

\u5728\u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u8de8\u670d\u52a1\u8ffd\u8e2a\u5c24\u4e3a\u91cd\u8981\u3002\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\u901a\u8fc7\u7edf\u4e00\u7684\u8ffd\u8e2aID\uff0c\u80fd\u591f\u5c06\u5206\u6563\u5728\u4e0d\u540c\u670d\u52a1\u4e2d\u7684\u65e5\u5fd7\u548c\u76d1\u63a7\u6570\u636e\u5173\u8054\u8d77\u6765\uff0c\u63d0\u4f9b\u5b8c\u6574\u7684\u8bf7\u6c42\u8ffd\u8e2a\u89c6\u56fe\u3002<\/p>\n\n\n\n\n

\u56db\u3001APM\uff08\u5e94\u7528\u6027\u80fd\u7ba1\u7406\uff09\uff1a\u6df1\u5165\u5e94\u7528\u5185\u90e8<\/h3>\n\n\n\n\n

APM\u5de5\u5177\u901a\u8fc7\u6df1\u5165\u5e94\u7528\u5185\u90e8\uff0c\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7684\u6027\u80fd\u6307\u6807\uff0c\u5e2e\u52a9\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u548c\u6545\u969c\u70b9\u3002<\/p>\n\n\n\n\n

4.1 \u6027\u80fd\u6307\u6807\u76d1\u63a7<\/h4>\n\n\n\n\n

APM\u5de5\u5177\u5982Dynatrace\u3001AppDynamics\u3001Instana\u7b49\uff0c\u80fd\u591f\u76d1\u63a7\u5e94\u7528\u7684\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u7b49\u5173\u952e\u6027\u80fd\u6307\u6807\u3002\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u548c\u544a\u8b66\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u6027\u80fd\u5f02\u5e38\uff0c\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u70b9\u3002<\/p>\n\n\n\n\n

4.2 \u4ee3\u7801\u7ea7\u5206\u6790<\/h4>\n\n\n\n\n

\u4e00\u4e9b\u9ad8\u7ea7\u7684APM\u5de5\u5177\u8fd8\u63d0\u4f9b\u4ee3\u7801\u7ea7\u5206\u6790\u529f\u80fd\uff0c\u80fd\u591f\u6df1\u5165\u5230\u65b9\u6cd5\u7684\u8c03\u7528\u6808\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u5b9a\u4f4d\u4ee3\u7801\u4e2d\u7684\u6027\u80fd\u74f6\u9888\u548c\u9519\u8bef\u3002\u901a\u8fc7\u8be6\u7ec6\u7684\u8c03\u7528\u94fe\u5206\u6790\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u6545\u969c\u3002<\/p>\n\n\n\n\n

\u4e94\u3001\u6df7\u6c8c\u5de5\u7a0b\uff1a\u4e3b\u52a8\u53d1\u73b0\u6f5c\u5728\u6545\u969c<\/h3>\n\n\n\n\n

\u6df7\u6c8c\u5de5\u7a0b\u662f\u4e00\u79cd\u901a\u8fc7\u4e3b\u52a8\u6ce8\u5165\u6545\u969c\uff0c\u6d4b\u8bd5\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u5bb9\u9519\u80fd\u529b\u7684\u65b9\u6cd5\u3002\u901a\u8fc7\u6a21\u62df\u771f\u5b9e\u73af\u5883\u4e2d\u7684\u5404\u79cd\u6545\u969c\u573a\u666f\uff0c\u5e2e\u52a9\u56e2\u961f\u63d0\u524d\u53d1\u73b0\u548c\u4fee\u590d\u6f5c\u5728\u6545\u969c\u3002<\/p>\n\n\n\n\n

5.1 \u6df7\u6c8c\u5de5\u7a0b\u5de5\u5177<\/h4>\n\n\n\n\n

\u6df7\u6c8c\u5de5\u7a0b\u5de5\u5177\u5982Chaos Monkey\u3001Gremlin\u3001Litmus\u7b49\uff0c\u80fd\u591f\u81ea\u52a8\u6ce8\u5165\u5404\u79cd\u6545\u969c\uff0c\u5982\u7f51\u7edc\u5ef6\u8fdf\u3001\u670d\u52a1\u4e2d\u65ad\u3001\u8d44\u6e90\u9650\u5236\u7b49\u3002\u901a\u8fc7\u89c2\u5bdf\u7cfb\u7edf\u5728\u6545\u969c\u6ce8\u5165\u540e\u7684\u8868\u73b0\uff0c\u56e2\u961f\u53ef\u4ee5\u8bc4\u4f30\u7cfb\u7edf\u7684\u5bb9\u9519\u80fd\u529b\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n\n

5.2 \u6545\u969c\u6f14\u7ec3<\/h4>\n\n\n\n\n

\u5b9a\u671f\u8fdb\u884c\u6545\u969c\u6f14\u7ec3\uff0c\u662f\u68c0\u9a8c\u7cfb\u7edf\u5bb9\u9519\u80fd\u529b\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u6a21\u62df\u771f\u5b9e\u73af\u5883\u4e2d\u7684\u6545\u969c\u573a\u666f\uff0c\u56e2\u961f\u53ef\u4ee5\u68c0\u9a8c\u5e94\u6025\u9884\u6848\u7684\u6709\u6548\u6027\uff0c\u63d0\u5347\u5e94\u5bf9\u7a81\u53d1\u6545\u969c\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n\n

\u516d\u3001AI Ops\uff1a\u667a\u80fd\u5316\u8fd0\u7ef4\u7684\u672a\u6765<\/h3>\n\n\n\n\n

AI Ops\uff08\u4eba\u5de5\u667a\u80fd\u8fd0\u7ef4\uff09\u662f\u8fd1\u5e74\u6765\u5174\u8d77\u7684\u4e00\u79cd\u667a\u80fd\u5316\u8fd0\u7ef4\u65b9\u6cd5\uff0c\u901a\u8fc7\u7ed3\u5408\u5927\u6570\u636e\u3001\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u7684\u6545\u969c\u5b9a\u4f4d\u548c\u4fee\u590d\u3002<\/p>\n\n\n\n\n

6.1 \u81ea\u52a8\u5316\u6545\u969c\u8bca\u65ad<\/h4>\n\n\n\n\n

AI Ops\u5de5\u5177\u5982IBM Watson AIOps\u3001Moogsoft\u7b49\uff0c\u901a\u8fc7\u5206\u6790\u6d77\u91cf\u7684\u76d1\u63a7\u6570\u636e\u548c\u65e5\u5fd7\uff0c\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f\uff0c\u63d0\u4f9b\u6545\u969c\u8bca\u65ad\u5efa\u8bae\u3002\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u8fd9\u4e9b\u5de5\u5177\u80fd\u591f\u4e0d\u65ad\u63d0\u5347\u6545\u969c\u8bca\u65ad\u7684\u51c6\u786e\u7387\u3002<\/p>\n\n\n\n\n

6.2 \u667a\u80fd\u5316\u6545\u969c\u4fee\u590d<\/h4>\n\n\n\n\n

\u4e00\u4e9b\u9ad8\u7ea7\u7684AI Ops\u5de5\u5177\u8fd8\u5177\u5907\u667a\u80fd\u5316\u6545\u969c\u4fee\u590d\u529f\u80fd\uff0c\u80fd\u591f\u6839\u636e\u6545\u969c\u8bca\u65ad\u7ed3\u679c\uff0c\u81ea\u52a8\u6267\u884c\u4fee\u590d\u811a\u672c\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u7684\u6545\u969c\u4fee\u590d\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5927\u5e45\u63d0\u5347\u6545\u969c\u5904\u7406\u7684\u6548\u7387\u3002<\/p>\n\n\n\n\n

\u4e03\u3001\u6848\u4f8b\u5206\u4eab\uff1a\u5b9e\u6218\u4e2d\u7684\u6545\u969c\u5b9a\u4f4d<\/h3>\n\n\n\n\n

\u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\u4e0a\u8ff0\u5de5\u5177\u548c\u6280\u672f\u7684\u5e94\u7528\uff0c\u4ee5\u4e0b\u5206\u4eab\u51e0\u4e2a\u5b9e\u6218\u4e2d\u7684\u6545\u969c\u5b9a\u4f4d\u6848\u4f8b\u3002<\/p>\n\n\n\n\n

7.1 \u65e5\u5fd7\u5206\u6790\u5b9a\u4f4d\u6570\u636e\u5e93\u8fde\u63a5\u6545\u969c<\/h4>\n\n\n\n\n

\u67d0\u7535\u5546\u5e73\u53f0\u7684\u8ba2\u5355\u670d\u52a1\u9891\u7e41\u51fa\u73b0\u8d85\u65f6\u6545\u969c\uff0c\u901a\u8fc7ELK\u5806\u6808\u805a\u5408\u548c\u5206\u6790\u65e5\u5fd7\uff0c\u53d1\u73b0\u5927\u91cf\u6570\u636e\u5e93\u8fde\u63a5\u8d85\u65f6\u7684\u9519\u8bef\u4fe1\u606f\u3002\u8fdb\u4e00\u6b65\u5206\u6790\u53d1\u73b0\uff0c\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u914d\u7f6e\u4e0d\u5408\u7406\uff0c\u5bfc\u81f4\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u8fde\u63a5\u6c60\u8017\u5c3d\u3002\u901a\u8fc7\u8c03\u6574\u8fde\u63a5\u6c60\u914d\u7f6e\uff0c\u6210\u529f\u89e3\u51b3\u4e86\u6545\u969c\u3002<\/p>\n\n\n\n\n

7.2 \u5206\u5e03\u5f0f\u8ffd\u8e2a\u5b9a\u4f4d\u8de8\u670d\u52a1\u8c03\u7528\u6545\u969c<\/h4>\n\n\n\n\n

\u67d0\u91d1\u878d\u5e73\u53f0\u7684\u7528\u6237\u767b\u5f55\u8bf7\u6c42\u9891\u7e41\u5931\u8d25\uff0c\u901a\u8fc7Zipkin\u8fdb\u884c\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u53d1\u73b0\u767b\u5f55\u8bf7\u6c42\u5728\u8c03\u7528\u7528\u6237\u670d\u52a1\u65f6\u51fa\u73b0\u8d85\u65f6\u3002\u8fdb\u4e00\u6b65\u5206\u6790\u7528\u6237\u670d\u52a1\u7684\u76d1\u63a7\u6570\u636e\uff0c\u53d1\u73b0\u8be5\u670d\u52a1\u7684\u54cd\u5e94\u65f6\u95f4\u5f02\u5e38\u5347\u9ad8\u3002\u901a\u8fc7\u4f18\u5316\u7528\u6237\u670d\u52a1\u7684\u4ee3\u7801\u548c\u914d\u7f6e\uff0c\u6210\u529f\u89e3\u51b3\u4e86\u6545\u969c\u3002<\/p>\n\n\n\n\n

7.3 APM\u5de5\u5177\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888<\/h4>\n\n\n\n\n

\u67d0\u5728\u7ebf\u6559\u80b2\u5e73\u53f0\u7684\u89c6\u9891\u64ad\u653e\u670d\u52a1\u54cd\u5e94\u7f13\u6162\uff0c\u901a\u8fc7AppDynamics\u8fdb\u884c\u6027\u80fd\u76d1\u63a7\uff0c\u53d1\u73b0\u89c6\u9891\u64ad\u653e\u63a5\u53e3\u7684\u54cd\u5e94\u65f6\u95f4\u663e\u8457\u5347\u9ad8\u3002\u901a\u8fc7\u4ee3\u7801\u7ea7\u5206\u6790\uff0c\u53d1\u73b0\u8be5\u63a5\u53e3\u4e2d\u5b58\u5728\u5927\u91cf\u4e0d\u5fc5\u8981\u7684\u6570\u636e\u5e93\u67e5\u8be2\u3002\u901a\u8fc7\u4f18\u5316\u67e5\u8be2\u903b\u8f91\uff0c\u6210\u529f\u63d0\u5347\u4e86\u670d\u52a1\u6027\u80fd\u3002<\/p>\n\n\n\n\n

\u516b\u3001\u603b\u7ed3\u4e0e\u5c55\u671b<\/h3>\n\n\n\n\n

\u89e3\u8bfb\u5e94\u7528\u6545\u969c\u5b9a\u4f4d<\/a>\u7684\u79d8\u5bc6\u6b66\u5668\uff0c\u6db5\u76d6\u4e86\u65e5\u5fd7\u5206\u6790\u3001\u76d1\u63a7\u4e0e\u544a\u8b66\u3001\u5206\u5e03\u5f0f\u8ffd\u8e2a\u3001APM\u3001\u6df7\u6c8c\u5de5\u7a0b\u548cAI Ops\u7b49\u591a\u79cd\u5de5\u5177\u548c\u6280\u672f\u3002\u901a\u8fc7\u7efc\u5408\u8fd0\u7528\u8fd9\u4e9b\u5de5\u5177\u548c\u6280\u672f\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u3001\u51c6\u786e\u5730\u5b9a\u4f4d\u6545\u969c\uff0c\u63d0\u5347\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n\n

\u672a\u6765\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cAI Ops\u5c06\u6210\u4e3a\u667a\u80fd\u5316\u8fd0\u7ef4\u7684\u4e3b\u6d41\u65b9\u5411\u3002\u901a\u8fc7\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u7684\u6545\u969c\u8bca\u65ad\u548c\u4fee\u590d\uff0c\u8fd0\u7ef4\u4eba\u5458\u5c06\u80fd\u591f\u66f4\u9ad8\u6548\u5730\u5e94\u5bf9\u590d\u6742\u7cfb\u7edf\u4e2d\u7684\u5404\u79cd\u6545\u969c\uff0c\u4fdd\u969c\u4e1a\u52a1\u7684\u8fde\u7eed\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n\n

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