{"id":39217,"date":"2025-04-25T03:46:22","date_gmt":"2025-04-24T19:46:22","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=39217"},"modified":"2025-04-25T03:46:22","modified_gmt":"2025-04-24T19:46:22","slug":"%e4%ba%91%e5%8e%9f%e7%94%9fapm%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%ba%94%e7%94%a8%e7%9b%91%e6%8e%a7%e6%95%b0%e6%8d%ae%e7%9a%84%e5%ae%9e%e6%97%b6%e6%9b%b4%e6%96%b0","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/39217.html","title":{"rendered":"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\"<\/p>\n<\/p>\n

\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09\u5bf9\u4e8e\u4f01\u4e1a\u6765\u8bf4\u81f3\u5173\u91cd\u8981\u3002\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u53d1\u5c55\uff0cAPM\u4e5f\u5728\u4e0d\u65ad\u6f14\u8fdb\uff0c\u4ee5\u9002\u5e94\u65b0\u7684\u6311\u6218\u548c\u9700\u6c42\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\uff0c\u4ee5\u53ca\u8fd9\u4e00\u6280\u672f\u7684\u91cd\u8981\u6027\u548c\u5e94\u7528\u573a\u666f\u3002<\/p>\n

\u4e91\u539f\u751fAPM\u7684\u57fa\u672c\u6982\u5ff5<\/h2>\n

\u4e91\u539f\u751fAPM\uff08Application Performance Management\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u76d1\u63a7\u548c\u7ba1\u7406\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\u6280\u672f\u3002\u5b83\u901a\u8fc7\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u4ee3\u7406\u6216\u63a2\u9488\uff0c\u6536\u96c6\u5404\u79cd\u6027\u80fd\u6307\u6807\u548c\u6570\u636e\uff0c\u4ee5\u4fbf\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u56e2\u961f\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u51b5\uff0c\u5feb\u901f\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002<\/p>\n

\u5b9e\u73b0\u5b9e\u65f6\u66f4\u65b0\u7684\u5173\u952e\u6280\u672f<\/h2>\n

1. \u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u4e91\u539f\u751fAPM\u901a\u8fc7\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u4ee3\u7406\u6216\u63a2\u9488\uff0c\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u5185\u90e8\u8fd0\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u3002\u8fd9\u4e9b\u4ee3\u7406\u6216\u63a2\u9488\u53ef\u4ee5\u6536\u96c6\u5404\u79cd\u6027\u80fd\u6307\u6807\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u6d88\u8017\u3001\u6570\u636e\u5e93\u67e5\u8be2\u65f6\u95f4\u7b49\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u53d1\u9001\u5230\u76d1\u63a7\u5e73\u53f0\u3002<\/p>\n

2. \u6d41\u5904\u7406\u6280\u672f<\/strong>\uff1a\u4e3a\u4e86\u5b9e\u73b0\u5b9e\u65f6\u66f4\u65b0\uff0c\u4e91\u539f\u751fAPM\u901a\u5e38\u91c7\u7528\u6d41\u5904\u7406\u6280\u672f\uff0c\u5982Apache Kafka\u6216RabbitMQ\uff0c\u8fd9\u4e9b\u6280\u672f\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u7684\u5b9e\u65f6\u6570\u636e\uff0c\u5e76\u786e\u4fdd\u6570\u636e\u7684\u5feb\u901f\u4f20\u8f93\u548c\u5904\u7406\u3002<\/p>\n

3. \u5b9e\u65f6\u5206\u6790\u5f15\u64ce<\/strong>\uff1a\u76d1\u63a7\u5e73\u53f0\u901a\u5e38\u914d\u5907\u5b9e\u65f6\u5206\u6790\u5f15\u64ce\uff0c\u5982Elasticsearch\u6216Splunk\uff0c\u8fd9\u4e9b\u5f15\u64ce\u53ef\u4ee5\u5bf9\u5b9e\u65f6\u6570\u636e\u8fdb\u884c\u5feb\u901f\u5206\u6790\u548c\u805a\u5408\uff0c\u63d0\u4f9b\u5b9e\u65f6\u7684\u6027\u80fd\u6307\u6807\u548c\u53ef\u89c6\u5316\u5c55\u793a\u3002<\/p>\n

4. \u673a\u5668\u5b66\u4e60\u548cAI<\/strong>\uff1a\u4e00\u4e9b\u5148\u8fdb\u7684\u4e91\u539f\u751fAPM\u89e3\u51b3\u65b9\u6848\u8fd8\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5bf9\u5b9e\u65f6\u6570\u636e\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\uff0c\u5b9e\u73b0\u81ea\u52a8\u5f02\u5e38\u68c0\u6d4b\u548c\u6839\u56e0\u5206\u6790\u3002<\/p>\n

\u5b9e\u65f6\u66f4\u65b0\u7684\u91cd\u8981\u6027<\/h2>\n

1. \u5feb\u901f\u6545\u969c\u68c0\u6d4b<\/strong>\uff1a\u5b9e\u65f6\u66f4\u65b0\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u56e2\u961f\u5feb\u901f\u68c0\u6d4b\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u6545\u969c\u548c\u6027\u80fd\u95ee\u9898\uff0c\u4ece\u800c\u51cf\u5c11\u5bf9\u7528\u6237\u7684\u5f71\u54cd\u3002<\/p>\n

2. \u4f18\u5316\u7528\u6237\u4f53\u9a8c<\/strong>\uff1a\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\uff0c\u4f01\u4e1a\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u7684\u6027\u80fd\u74f6\u9888\uff0c\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u3002<\/p>\n

3. \u63d0\u9ad8\u8fd0\u8425\u6548\u7387<\/strong>\uff1a\u5b9e\u65f6\u66f4\u65b0\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u53d8\u5316\uff0c\u4f18\u5316\u8d44\u6e90\u5206\u914d\uff0c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u3002<\/p>\n

\u5e94\u7528\u573a\u666f<\/h2>\n

1. \u5fae\u670d\u52a1\u67b6\u6784<\/strong>\uff1a\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u76d1\u63a7\u5404\u4e2a\u5fae\u670d\u52a1\u7684\u6027\u80fd\uff0c\u786e\u4fdd\u6574\u4e2a\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n

2. \u5bb9\u5668\u5316\u73af\u5883<\/strong>\uff1a\u968f\u7740\u5bb9\u5668\u6280\u672f\u7684\u666e\u53ca\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u63d0\u4f9b\u5bf9\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5b9e\u65f6\u76d1\u63a7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u5bb9\u5668\u96c6\u7fa4\u7684\u6027\u80fd\u3002<\/p>\n

3. \u5206\u5e03\u5f0f\u7cfb\u7edf<\/strong>\uff1a\u5bf9\u4e8e\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u63d0\u4f9b\u8de8\u591a\u4e2a\u8282\u70b9\u548c\u670d\u52a1\u7684\u6027\u80fd\u76d1\u63a7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7406\u89e3\u7cfb\u7edf\u7684\u6574\u4f53\u8fd0\u884c\u72b6\u51b5\u3002<\/p>\n

\u6848\u4f8b\u5206\u6790<\/h2>\n

1. \u963f\u91cc\u4e91Elastic APM<\/strong>\uff1a\u963f\u91cc\u4e91\u63d0\u4f9b\u7684Elastic APM\u670d\u52a1\u652f\u6301\u57fa\u4e8e\u5f00\u6e90Elastic APM\u6784\u5efa\u7684APM Server\u670d\u52a1\uff0c\u53ef\u4ee5\u4e3a\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u9ad8\u6548\u7684\u6027\u80fd\u4f18\u5316\u548c\u76d1\u63a7\u80fd\u529b\u3002\u5b83\u901a\u8fc7APM Agent\u91c7\u96c6\u5668\u6536\u96c6\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u4e0d\u540c\u7c7b\u578b\u7684\u4fe1\u606f\u548c\u6570\u636e\uff0c\u5e76\u5c06\u8fd9\u4e9b\u4e8b\u4ef6\u6d41\u5f0f\u4f20\u8f93\u5230APM Server\u8fdb\u884c\u9a8c\u8bc1\u548c\u5904\u7406\u3002<\/p>\n

2. IBM Instana Observability<\/strong>\uff1aIBM\u7684Instana Observability\u5e73\u53f0\u63d0\u4f9b\u5b9e\u65f6\u8bbf\u95ee\u9ad8\u4fdd\u771f\u5168\u6808\u6570\u636e\uff08\u6bcf\u79d2\u66f4\u65b0\u4e00\u6b21\uff09\uff0c\u786e\u4fdd\u5728\u95ee\u9898\u5f71\u54cd\u7528\u6237\u4e4b\u524d\u53d1\u73b0\u3001\u8ffd\u8e2a\u5e76\u4fee\u590d\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u6301\u7eed\u81ea\u52a8\u53d1\u73b0\u548c\u76d1\u63a7\uff0c\u5728\u4e91\u539f\u751f\u5e94\u7528\u73af\u5883\u4e2d\u66f4\u6709\u6548\u5730\u7ba1\u7406\u5feb\u901f\u53d8\u5316\uff0c\u5e76\u4e14AI\u9a71\u52a8\u7684\u53ef\u80fd\u539f\u56e0\u5206\u6790\u80fd\u591f\u53d1\u73b0\u5e76\u4fee\u590d\u4e8b\u4ef6\uff0c\u51cf\u5c11\u8bef\u62a5\u3002<\/p>\n

\u4e91\u539f\u751fAPM\u901a\u8fc7\u6570\u636e\u91c7\u96c6\u3001\u6d41\u5904\u7406\u6280\u672f\u3001\u5b9e\u65f6\u5206\u6790\u5f15\u64ce\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u548cAI\u7b49\u5173\u952e\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6545\u969c\u68c0\u6d4b\u7684\u901f\u5ea6\uff0c\u4f18\u5316\u4e86\u7528\u6237\u4f53\u9a8c\uff0c\u8fd8\u63d0\u9ad8\u4e86\u8fd0\u8425\u6548\u7387\u3002\u5728\u5fae\u670d\u52a1\u67b6\u6784\u3001\u5bb9\u5668\u5316\u73af\u5883\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7b49\u591a\u79cd\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u4e91\u539f\u751fAPM\u90fd\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u672a\u6765\u7684\u4e91\u539f\u751fAPM\u5c06\u66f4\u52a0\u667a\u80fd\u5316\uff0c\u63d0\u4f9b\u66f4\u52a0\u7cbe\u51c6\u7684\u6027\u80fd\u5206\u6790\u548c\u9884\u6d4b\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09\u5bf9\u4e8e\u4f01\u4e1a\u6765\u8bf4\u81f3\u5173\u91cd\u8981\u3002\u968f\u7740\u4e91\u539f\u751f\u6280\u672f\u7684\u53d1\u5c55\uff0cAPM\u4e5f\u5728\u4e0d\u65ad\u6f14\u8fdb\uff0c\u4ee5\u9002\u5e94\u65b0\u7684\u6311\u6218\u548c\u9700\u6c42\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u4e91\u539f\u751fAPM\u5982\u4f55\u5b9e\u73b0\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\uff0c\u4ee5\u53ca\u8fd9\u4e00\u6280\u672f\u7684\u91cd\u8981\u6027\u548c\u5e94\u7528\u573a\u666f\u3002 \u4e91\u539f\u751fAPM\u7684\u57fa\u672c\u6982\u5ff5 \u4e91\u539f\u751fAPM\uff08Application Performance Management\uff09\u662f\u4e00\u79cd\u7528\u4e8e\u76d1\u63a7\u548c\u7ba1\u7406\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\u6280\u672f\u3002\u5b83\u901a\u8fc7\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u4ee3\u7406\u6216\u63a2\u9488\uff0c\u6536\u96c6\u5404\u79cd\u6027\u80fd\u6307\u6807\u548c\u6570\u636e\uff0c\u4ee5\u4fbf\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u56e2\u961f\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u51b5\uff0c\u5feb\u901f\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002 \u5b9e\u73b0\u5b9e\u65f6\u66f4\u65b0\u7684\u5173\u952e\u6280\u672f 1. \u6570\u636e\u91c7\u96c6\uff1a\u4e91\u539f\u751fAPM\u901a\u8fc7\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u4ee3\u7406\u6216\u63a2\u9488\uff0c\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u5185\u90e8\u8fd0\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u3002\u8fd9\u4e9b\u4ee3\u7406\u6216\u63a2\u9488\u53ef\u4ee5\u6536\u96c6\u5404\u79cd\u6027\u80fd\u6307\u6807\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u6d88\u8017\u3001\u6570\u636e\u5e93\u67e5\u8be2\u65f6\u95f4\u7b49\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u53d1\u9001\u5230\u76d1\u63a7\u5e73\u53f0\u3002 2. \u6d41\u5904\u7406\u6280\u672f\uff1a\u4e3a\u4e86\u5b9e\u73b0\u5b9e\u65f6\u66f4\u65b0\uff0c\u4e91\u539f\u751fAPM\u901a\u5e38\u91c7\u7528\u6d41\u5904\u7406\u6280\u672f\uff0c\u5982Apache Kafka\u6216RabbitMQ\uff0c\u8fd9\u4e9b\u6280\u672f\u53ef\u4ee5\u5904\u7406\u5927\u91cf\u7684\u5b9e\u65f6\u6570\u636e\uff0c\u5e76\u786e\u4fdd\u6570\u636e\u7684\u5feb\u901f\u4f20\u8f93\u548c\u5904\u7406\u3002 3. \u5b9e\u65f6\u5206\u6790\u5f15\u64ce\uff1a\u76d1\u63a7\u5e73\u53f0\u901a\u5e38\u914d\u5907\u5b9e\u65f6\u5206\u6790\u5f15\u64ce\uff0c\u5982Elasticsearch\u6216Splunk\uff0c\u8fd9\u4e9b\u5f15\u64ce\u53ef\u4ee5\u5bf9\u5b9e\u65f6\u6570\u636e\u8fdb\u884c\u5feb\u901f\u5206\u6790\u548c\u805a\u5408\uff0c\u63d0\u4f9b\u5b9e\u65f6\u7684\u6027\u80fd\u6307\u6807\u548c\u53ef\u89c6\u5316\u5c55\u793a\u3002 4. \u673a\u5668\u5b66\u4e60\u548cAI\uff1a\u4e00\u4e9b\u5148\u8fdb\u7684\u4e91\u539f\u751fAPM\u89e3\u51b3\u65b9\u6848\u8fd8\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0c\u5bf9\u5b9e\u65f6\u6570\u636e\u8fdb\u884c\u6df1\u5ea6\u5206\u6790\uff0c\u5b9e\u73b0\u81ea\u52a8\u5f02\u5e38\u68c0\u6d4b\u548c\u6839\u56e0\u5206\u6790\u3002 \u5b9e\u65f6\u66f4\u65b0\u7684\u91cd\u8981\u6027 1. \u5feb\u901f\u6545\u969c\u68c0\u6d4b\uff1a\u5b9e\u65f6\u66f4\u65b0\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u548c\u8fd0\u7ef4\u56e2\u961f\u5feb\u901f\u68c0\u6d4b\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u6545\u969c\u548c\u6027\u80fd\u95ee\u9898\uff0c\u4ece\u800c\u51cf\u5c11\u5bf9\u7528\u6237\u7684\u5f71\u54cd\u3002 2. \u4f18\u5316\u7528\u6237\u4f53\u9a8c\uff1a\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\uff0c\u4f01\u4e1a\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u7684\u6027\u80fd\u74f6\u9888\uff0c\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u3002 3. \u63d0\u9ad8\u8fd0\u8425\u6548\u7387\uff1a\u5b9e\u65f6\u66f4\u65b0\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5e02\u573a\u53d8\u5316\uff0c\u4f18\u5316\u8d44\u6e90\u5206\u914d\uff0c\u63d0\u9ad8\u8fd0\u8425\u6548\u7387\u3002 \u5e94\u7528\u573a\u666f 1. \u5fae\u670d\u52a1\u67b6\u6784\uff1a\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u76d1\u63a7\u5404\u4e2a\u5fae\u670d\u52a1\u7684\u6027\u80fd\uff0c\u786e\u4fdd\u6574\u4e2a\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u3002 2. \u5bb9\u5668\u5316\u73af\u5883\uff1a\u968f\u7740\u5bb9\u5668\u6280\u672f\u7684\u666e\u53ca\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u63d0\u4f9b\u5bf9\u5bb9\u5668\u5316\u5e94\u7528\u7a0b\u5e8f\u7684\u5b9e\u65f6\u76d1\u63a7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7ba1\u7406\u5bb9\u5668\u96c6\u7fa4\u7684\u6027\u80fd\u3002 3. \u5206\u5e03\u5f0f\u7cfb\u7edf\uff1a\u5bf9\u4e8e\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u4e91\u539f\u751fAPM\u53ef\u4ee5\u63d0\u4f9b\u8de8\u591a\u4e2a\u8282\u70b9\u548c\u670d\u52a1\u7684\u6027\u80fd\u76d1\u63a7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u7406\u89e3\u7cfb\u7edf\u7684\u6574\u4f53\u8fd0\u884c\u72b6\u51b5\u3002 \u6848\u4f8b\u5206\u6790 1. \u963f\u91cc\u4e91Elastic APM\uff1a\u963f\u91cc\u4e91\u63d0\u4f9b\u7684Elastic APM\u670d\u52a1\u652f\u6301\u57fa\u4e8e\u5f00\u6e90Elastic APM\u6784\u5efa\u7684APM Server\u670d\u52a1\uff0c\u53ef\u4ee5\u4e3a\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u9ad8\u6548\u7684\u6027\u80fd\u4f18\u5316\u548c\u76d1\u63a7\u80fd\u529b\u3002\u5b83\u901a\u8fc7APM Agent\u91c7\u96c6\u5668\u6536\u96c6\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u4e0d\u540c\u7c7b\u578b\u7684\u4fe1\u606f\u548c\u6570\u636e\uff0c\u5e76\u5c06\u8fd9\u4e9b\u4e8b\u4ef6\u6d41\u5f0f\u4f20\u8f93\u5230APM Server\u8fdb\u884c\u9a8c\u8bc1\u548c\u5904\u7406\u3002 2. IBM Instana Observability\uff1aIBM\u7684Instana Observability\u5e73\u53f0\u63d0\u4f9b\u5b9e\u65f6\u8bbf\u95ee\u9ad8\u4fdd\u771f\u5168\u6808\u6570\u636e\uff08\u6bcf\u79d2\u66f4\u65b0\u4e00\u6b21\uff09\uff0c\u786e\u4fdd\u5728\u95ee\u9898\u5f71\u54cd\u7528\u6237\u4e4b\u524d\u53d1\u73b0\u3001\u8ffd\u8e2a\u5e76\u4fee\u590d\u95ee\u9898\u3002\u5b83\u901a\u8fc7\u6301\u7eed\u81ea\u52a8\u53d1\u73b0\u548c\u76d1\u63a7\uff0c\u5728\u4e91\u539f\u751f\u5e94\u7528\u73af\u5883\u4e2d\u66f4\u6709\u6548\u5730\u7ba1\u7406\u5feb\u901f\u53d8\u5316\uff0c\u5e76\u4e14AI\u9a71\u52a8\u7684\u53ef\u80fd\u539f\u56e0\u5206\u6790\u80fd\u591f\u53d1\u73b0\u5e76\u4fee\u590d\u4e8b\u4ef6\uff0c\u51cf\u5c11\u8bef\u62a5\u3002 \u4e91\u539f\u751fAPM\u901a\u8fc7\u6570\u636e\u91c7\u96c6\u3001\u6d41\u5904\u7406\u6280\u672f\u3001\u5b9e\u65f6\u5206\u6790\u5f15\u64ce\u4ee5\u53ca\u673a\u5668\u5b66\u4e60\u548cAI\u7b49\u5173\u952e\u6280\u672f\uff0c\u5b9e\u73b0\u4e86\u5e94\u7528\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u66f4\u65b0\u3002\u8fd9\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6545\u969c\u68c0\u6d4b\u7684\u901f\u5ea6\uff0c\u4f18\u5316\u4e86\u7528\u6237\u4f53\u9a8c\uff0c\u8fd8\u63d0\u9ad8\u4e86\u8fd0\u8425\u6548\u7387\u3002\u5728\u5fae\u670d\u52a1\u67b6\u6784\u3001\u5bb9\u5668\u5316\u73af\u5883\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u7b49\u591a\u79cd\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u4e91\u539f\u751fAPM\u90fd\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u672a\u6765\u7684\u4e91\u539f\u751fAPM\u5c06\u66f4\u52a0\u667a\u80fd\u5316\uff0c\u63d0\u4f9b\u66f4\u52a0\u7cbe\u51c6\u7684\u6027\u80fd\u5206\u6790\u548c\u9884\u6d4b\u80fd\u529b\u3002<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-39217","post","type-post","status-publish","format-standard","hentry","category-discussion"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39217","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\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=39217"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39217\/revisions"}],"predecessor-version":[{"id":39219,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39217\/revisions\/39219"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=39217"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=39217"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=39217"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}