{"id":39994,"date":"2025-04-26T06:35:38","date_gmt":"2025-04-25T22:35:38","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=39994"},"modified":"2025-04-26T06:35:38","modified_gmt":"2025-04-25T22:35:38","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8%e5%ae%89%e5%85%a8%e6%80%a7%e6%96%b9%e9%9d%a2%e7%9a%84%e6%9c%80%e6%96%b0%e8%b6%8b%e5%8a%bf%e6%98%af%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/39994.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u6700\u65b0\u8d8b\u52bf\u662f\u4ec0\u4e48"},"content":{"rendered":"

\n

\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u6700\u65b0\u8d8b\u52bf\u662f\u4ec0\u4e48\"<\/p>\n<\/p>\n

\u4e00\u3001\u80cc\u666f<\/h2>\n

\u4e91\u539f\u751f\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u4f7f\u5f97\u5e94\u7528\u7a0b\u5e8f\u7684\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u53d1\u751f\u4e86\u5de8\u5927\u53d8\u5316\u3002\u968f\u7740\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u548cserverless\u8ba1\u7b97\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u6025\u5267\u589e\u52a0\uff0c\u53ef\u89c2\u6d4b\u6027\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u6027\u80fd\u548c\u5b89\u5168\u7684\u91cd\u8981\u624b\u6bb5\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u91cd\u8981\u6027\u6108\u53d1\u51f8\u663e\u3002<\/p>\n

\u4e8c\u3001\u6700\u65b0\u8d8b\u52bf<\/h2>\n

1. AI\u548c\u673a\u5668\u5b66\u4e60\u7684\u6df1\u5ea6\u96c6\u6210<\/h2>\n

\u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u9884\u6d4b\u6027\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\uff0cAI\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u9884\u6d4b\u6f5c\u5728\u7684\u5b89\u5168\u95ee\u9898\uff0c\u5982\u8d44\u6e90\u74f6\u9888\u6216\u5185\u5b58\u6cc4\u6f0f\uff0c\u4ece\u800c\u5b9e\u73b0\u63d0\u524d\u9884\u9632\u3002<\/li>\n
  • \u81ea\u52a8\u5316\u6839\u56e0\u5206\u6790<\/strong>\uff1aAI\u6280\u672f\u53ef\u4ee5\u81ea\u52a8\u5206\u6790\u5927\u91cf\u7684\u76d1\u63a7\u6570\u636e\uff0c\u5feb\u901f\u786e\u5b9a\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\uff0c\u51cf\u5c11\u4eba\u5de5\u6392\u67e5\u7684\u65f6\u95f4\u548c\u5de5\u4f5c\u91cf\u3002<\/li>\n
  • \u667a\u80fd\u544a\u8b66<\/strong>\uff1aAI\u53ef\u4ee5\u533a\u5206\u91cd\u8981\u548c\u6b21\u8981\u7684\u8b66\u62a5\uff0c\u51cf\u5c11\u201c\u544a\u8b66\u75b2\u52b3\u201d\uff0c\u63d0\u9ad8\u5b89\u5168\u56e2\u961f\u7684\u54cd\u5e94\u6548\u7387\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Amazon Q<\/strong>\uff1aAmazon\u7684AI\u9a71\u52a8\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u53ef\u4ee5\u76d1\u6d4bAWS\u670d\u52a1\u7684\u5927\u578b\u6570\u636e\u96c6\uff0c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c\u5e76\u81ea\u52a8\u89e6\u53d1\u4fee\u590d\u64cd\u4f5c\uff0c\u5982\u6269\u5c55\u8d44\u6e90\u6216\u91cd\u65b0\u914d\u7f6e\u8bbe\u7f6e\u3002<\/li>\n
  • Dynatrace<\/strong>\uff1a\u901a\u8fc7AI\u6280\u672f\u63d0\u4f9b\u667a\u80fd\u7684\u95ee\u9898\u68c0\u6d4b\u548c\u81ea\u52a8\u4fee\u590d\u5efa\u8bae\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5b89\u5168\u4e8b\u4ef6\uff0c\u51cf\u5c11\u7cfb\u7edf\u505c\u673a\u65f6\u95f4\u3002<\/li>\n

    2. OpenTelemetry\u548c\u5f00\u6e90\u53ef\u89c2\u6d4b\u6027\u6807\u51c6<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u6807\u51c6\u5316<\/strong>\uff1aOpenTelemetry\u4f5c\u4e3a\u9886\u5148\u7684\u5f00\u6e90\u6807\u51c6\uff0c\u7528\u4e8e\u6536\u96c6\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u8ffd\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff0c\u4f7f\u5f97\u5404\u73af\u5883\u4e0b\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u66f4\u52a0\u4e00\u81f4\u548c\u89c4\u8303\u3002<\/li>\n
  • \u4e92\u64cd\u4f5c\u6027<\/strong>\uff1aOpenTelemetry\u4e0e\u4f17\u591a\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff08\u5982Prometheus\u3001Grafana\u548cJaeger\uff09\u65e0\u7f1d\u96c6\u6210\uff0c\u964d\u4f4e\u4e86\u4f9b\u5e94\u5546\u9501\u5b9a\u7684\u98ce\u9669\uff0c\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u548c\u53ef\u79fb\u690d\u6027\u3002<\/li>\n
  • \u793e\u533a\u9a71\u52a8<\/strong>\uff1a\u5f00\u6e90\u6807\u51c6\u4fc3\u8fdb\u4e86\u793e\u533a\u7684\u5e7f\u6cdb\u53c2\u4e0e\uff0c\u52a0\u5feb\u4e86\u521b\u65b0\u901f\u5ea6\uff0c\u4f7f\u5f97\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u66f4\u52a0\u901a\u7528\u548c\u6613\u4e8e\u4f7f\u7528\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • CNCF\u9879\u76ee<\/strong>\uff1a\u8bb8\u591aCNCF\u9879\u76ee\uff08\u5982Kubernetes\uff09\u5df2\u7ecf\u91c7\u7528OpenTelemetry\u8fdb\u884c\u5206\u5e03\u5f0f\u8ffd\u8e2a\u548c\u76d1\u63a7\uff0c\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u7ba1\u7406\u6548\u7387\u3002<\/li>\n
  • \u4f01\u4e1a\u5e94\u7528<\/strong>\uff1a\u591a\u5bb6\u4f01\u4e1a\uff08\u5982Splunk\u3001Elastic\uff09\u6b63\u5728\u5c06\u5176\u4e13\u6709\u7684\u4ee3\u7406\u66ff\u6362\u4e3aOpenTelemetry\uff0c\u4ee5\u5b9e\u73b0\u66f4\u597d\u7684\u4e92\u64cd\u4f5c\u6027\u548c\u6210\u672c\u6548\u76ca\u3002<\/li>\n

    3. \u5b89\u5168\u4e0e\u53ef\u89c2\u6d4b\u6027\u7684\u878d\u5408\uff08DevSecOps\uff09<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u5de6\u79fb\u5b89\u5168<\/strong>\uff1a\u5b89\u5168\u4e0d\u518d\u662f\u4e00\u4e2a\u5b64\u7acb\u7684\u529f\u80fd\uff0c\u800c\u662f\u878d\u5165\u5230\u6574\u4e2a\u8f6f\u4ef6\u5f00\u53d1\u548c\u8fd0\u7ef4\u8fc7\u7a0b\u4e2d\u3002\u901a\u8fc7\u5728\u8f6f\u4ef6\u5f00\u53d1\u7684\u65e9\u671f\u9636\u6bb5\u5f15\u5165\u5b89\u5168\u68c0\u67e5\u548c\u76d1\u63a7\uff0c\u53ef\u4ee5\u66f4\u65e9\u5730\u53d1\u73b0\u548c\u4fee\u590d\u5b89\u5168\u6f0f\u6d1e\u3002<\/li>\n
  • \u5b9e\u65f6\u5a01\u80c1\u68c0\u6d4b<\/strong>\uff1a\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u901a\u8fc7\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u548c\u7cfb\u7edf\u8c03\u7528\uff0c\u5b9e\u65f6\u68c0\u6d4b\u5b89\u5168\u5a01\u80c1\uff0c\u5982\u5f02\u5e38\u7684\u7528\u6237\u884c\u4e3a\u6216\u6076\u610f\u8f6f\u4ef6\u6d3b\u52a8\u3002<\/li>\n
  • \u5408\u89c4\u6027\u81ea\u52a8\u5316<\/strong>\uff1a\u81ea\u52a8\u68c0\u67e5\u548c\u786e\u4fdd\u4e91\u73af\u5883\u7b26\u5408\u5404\u79cd\u6cd5\u89c4\u6807\u51c6\uff08\u5982GDPR\u3001HIPAA\uff09\uff0c\u964d\u4f4e\u5408\u89c4\u6210\u672c\uff0c\u63d0\u9ad8\u5b89\u5168\u6c34\u5e73\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Netflix<\/strong>\uff1a\u901a\u8fc7\u5728\u5176\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09\u7ba1\u9053\u4e2d\u96c6\u6210\u5b89\u5168\u626b\u63cf\u5de5\u5177\uff0cNetflix\u80fd\u591f\u5728\u65e9\u671f\u53d1\u73b0\u5e76\u4fee\u590d\u5b89\u5168\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u9ad8\u6574\u4f53\u5b89\u5168\u6027\u3002<\/li>\n
  • Microsoft<\/strong>\uff1aAzure Security Center\u63d0\u4f9b\u4e86\u5b9e\u65f6\u7684\u5b89\u5168\u5a01\u80c1\u68c0\u6d4b\u548c\u5408\u89c4\u6027\u7ba1\u7406\u529f\u80fd\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4fdd\u62a4\u5176\u4e91\u73af\u5883\u3002<\/li>\n

    4. \u6210\u672c\u610f\u8bc6\u7684\u53ef\u89c2\u6d4b\u6027\uff08FinOps\uff09<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u667a\u80fd\u6570\u636e\u4fdd\u7559<\/strong>\uff1a\u4f01\u4e1a\u5f00\u59cb\u91c7\u7528\u66f4\u667a\u80fd\u7684\u6570\u636e\u91c7\u6837\u548c\u4fdd\u7559\u7b56\u7565\uff0c\u53ea\u4fdd\u7559\u9ad8\u4ef7\u503c\u7684\u9065\u6d4b\u6570\u636e\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5b58\u50a8\u6210\u672c\u3002<\/li>\n
  • \u52a8\u6001\u91c7\u6837\u7387<\/strong>\uff1a\u6839\u636e\u7cfb\u7edf\u8d1f\u8f7d\u52a8\u6001\u8c03\u6574\u8ffd\u8e2a\u91c7\u6837\u7387\uff0c\u5728\u4fdd\u969c\u76d1\u63a7\u6548\u679c\u7684\u540c\u65f6\u964d\u4f4e\u6210\u672c\u3002<\/li>\n
  • \u6210\u672c\u5206\u6790\u548c\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u53ef\u89c2\u6d4b\u6027\u652f\u51fa\uff0c\u4f01\u4e1a\u53ef\u4ee5\u4f18\u5316\u8d44\u6e90\u5206\u914d\uff0c\u63d0\u9ad8\u6210\u672c\u6548\u76ca\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Google Cloud<\/strong>\uff1a\u63d0\u4f9b\u4e86\u6309\u4f7f\u7528\u91cf\u4ed8\u8d39\u7684\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff0c\u5982Cloud Trace\u548cCloud Monitoring\uff0c\u5e2e\u52a9\u4f01\u4e1a\u63a7\u5236\u6210\u672c\u3002<\/li>\n
  • Splunk<\/strong>\uff1a\u901a\u8fc7\u4f18\u5316\u6570\u636e\u7ba1\u7406\u7b56\u7565\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e0d\u5f71\u54cd\u7cfb\u7edf\u53ef\u89c1\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u5927\u5e45\u524a\u51cf\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u3002<\/li>\n

    5. \u7edf\u4e00\u89c2\u6d4b\u5e73\u53f0<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u591a\u6e90\u6570\u636e\u6574\u5408<\/strong>\uff1a\u5c06\u65e5\u5fd7\u3001\u8ffd\u8e2a\u3001\u6307\u6807\u548c\u4e8b\u4ef6\u6574\u5408\u5230\u4e00\u4e2a\u96c6\u4e2d\u7684\u89c6\u56fe\u4e2d\uff0c\u63d0\u4f9b\u7cfb\u7edf\u7684\u5168\u9762\u89c6\u89d2\uff0c\u589e\u5f3a\u6570\u636e\u5173\u8054\u5206\u6790\u80fd\u529b\u3002<\/li>\n
  • \u6df7\u5408\u4e91\u548c\u591a\u4e91\u652f\u6301<\/strong>\uff1a\u5728\u6df7\u5408\u4e91\u548c\u591a\u4e91\u73af\u5883\u4e2d\u5b9e\u73b0\u65e0\u7f1d\u7684\u53ef\u89c6\u5316\u548c\u95ee\u9898\u6392\u67e5\uff0c\u63d0\u9ad8\u7ba1\u7406\u6548\u7387\u3002<\/li>\n
  • \u7b80\u5316\u6839\u56e0\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u5355\u4e00\u754c\u9762\u83b7\u53d6\u6574\u4f53\u6d1e\u5bdf\u7ed3\u679c\uff0c\u51cf\u5c11\u6839\u56e0\u5206\u6790\u7684\u590d\u6742\u6027\u548c\u5de5\u4f5c\u91cf\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Datadog<\/strong>\uff1a\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u6574\u5408\u4e86\u65e5\u5fd7\u3001\u6307\u6807\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n
  • New Relic<\/strong>\uff1a\u901a\u8fc7\u5176\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e00\u4e2a\u754c\u9762\u4e2d\u67e5\u770b\u548c\u5206\u6790\u6765\u81ea\u4e0d\u540c\u6570\u636e\u6e90\u7684\u6570\u636e\uff0c\u63d0\u9ad8\u6545\u969c\u6392\u9664\u6548\u7387\u3002<\/li>\n

    6. \u89c2\u6d4b\u5ef6\u4f38\u81f3\u8fb9\u7f18\u548c\u7ec8\u7aef\u8bbe\u5907<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u8fb9\u7f18\u8ba1\u7b97\u652f\u6301<\/strong>\uff1a\u968f\u7740\u8fb9\u7f18\u8ba1\u7b97\u548c\u7269\u8054\u7f51\uff08IoT\uff09\u8bbe\u5907\u7684\u589e\u52a0\uff0c\u53ef\u89c2\u6d4b\u6027\u5fc5\u987b\u6269\u5c55\u5230\u8fb9\u7f18\u8bbe\u5907\u3002\u8f7b\u91cf\u7ea7\u7684\u6570\u636e\u91c7\u96c6\u548c\u5904\u7406\u80fd\u529b\uff0c\u4ee5\u53ca\u9ad8\u6548\u7684\u7f51\u7edc\u652f\u6301\u662f\u5173\u952e\u3002<\/li>\n
  • \u524d\u7aef\u76d1\u63a7<\/strong>\uff1a\u4f01\u4e1a\u5c06\u66f4\u5173\u6ce8\u7528\u6237\u7684\u771f\u5b9e\u4f53\u9a8c\uff0c\u5305\u62ec\u524d\u7aef\u76d1\u63a7\u548c\u5bf9\u6bcf\u4e2a\u5ba2\u6237\u7684\u7ec6\u81f4\u76d1\u63a7\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6574\u4f53\u7684\u7cfb\u7edf\u6027\u80fd\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Azure IoT Edge<\/strong>\uff1a\u5fae\u8f6f\u63d0\u4f9b\u4e86\u4e00\u5957\u5de5\u5177\uff0c\u7528\u4e8e\u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u90e8\u7f72\u548c\u7ba1\u7406\u53ef\u89c2\u6d4b\u6027\u4ee3\u7406\uff0c\u786e\u4fdd\u5bf9\u8fb9\u7f18\u8ba1\u7b97\u73af\u5883\u7684\u6709\u6548\u76d1\u63a7\u3002<\/li>\n
  • Dynatrace<\/strong>\uff1a\u901a\u8fc7\u5176Real User Monitoring\uff08RUM\uff09\u529f\u80fd\uff0c\u4f01\u4e1a\u53ef\u4ee5\u76d1\u63a7\u7528\u6237\u5728\u524d\u7aef\u7684\u884c\u4e3a\uff0c\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n

    7. \u5e73\u53f0\u5de5\u7a0b\u4e2d\u7684eBPF\u6280\u672f<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u5185\u6838\u7ea7\u89c2\u6d4b<\/strong>\uff1aeBPF\uff08Extended Berkeley Packet Filter\uff09\u5141\u8bb8\u5728\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u4e2d\u8fdb\u884c\u52a8\u6001\u7684\u3001\u5b89\u5168\u7684\u89c2\u6d4b\uff0c\u65e0\u9700\u4fee\u6539\u5185\u6838\u4ee3\u7801\u3002<\/li>\n
  • \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7eBPF\uff0c\u5e73\u53f0\u56e2\u961f\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u65f6\u884c\u4e3a\uff0c\u8fdb\u884c\u6027\u80fd\u4f18\u5316\u548c\u95ee\u9898\u6392\u67e5\u3002<\/li>\n
  • \u6807\u51c6\u5316\u548c\u96c6\u6210<\/strong>\uff1aeBPF\u4e0eOpenTelemetry\u7684\u96c6\u6210\uff0c\u4f7f\u5f97\u53ef\u89c2\u6d4b\u6570\u636e\u7684\u6536\u96c6\u548c\u5904\u7406\u66f4\u52a0\u6807\u51c6\u5316\u548c\u9ad8\u6548\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Isovalent<\/strong>\uff1a\u901a\u8fc7\u5176Cilium\u9879\u76ee\uff0cIsovalent\u5229\u7528eBPF\u6280\u672f\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u7f51\u7edc\u548c\u5b89\u5168\u53ef\u89c2\u6d4b\u6027\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4fdd\u62a4\u5176\u4e91\u539f\u751f\u73af\u5883\u3002<\/li>\n
  • Falco<\/strong>\uff1aSysdig\u7684Falco\u9879\u76ee\u4f7f\u7528eBPF\u8fdb\u884c\u5185\u6838\u7ea7\u7684\u5b89\u5168\u76d1\u63a7\uff0c\u80fd\u591f\u5b9e\u65f6\u68c0\u6d4b\u548c\u9632\u6b62\u5b89\u5168\u5a01\u80c1\u3002<\/li>\n

    8. \u4e0b\u4e00\u4ee3\u65e5\u5fd7\u5206\u6790\u7ba1\u7406<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u5927\u89c4\u6a21\u5206\u6790<\/strong>\uff1a\u968f\u7740\u4f01\u4e1a\u6570\u5b57\u5316\u7a0b\u5ea6\u7684\u63d0\u9ad8\uff0c\u65e5\u5fd7\u6570\u636e\u91cf\u8fc5\u901f\u589e\u957f\uff0c\u9700\u8981\u66f4\u5f3a\u5927\u7684\u5206\u6790\u5de5\u5177\u6765\u5904\u7406\u548c\u7406\u89e3\u8fd9\u4e9b\u6570\u636e\u3002<\/li>\n
  • \u4f4e\u6210\u672c\u5b58\u50a8<\/strong>\uff1a\u91c7\u7528\u4f4e\u6210\u672c\u7684\u51b7\u70ed\u5b58\u50a8\u5206\u79bb\u7b56\u7565\uff0c\u4f18\u5316\u5b58\u50a8\u6210\u672c\uff0c\u540c\u65f6\u4fdd\u8bc1\u6570\u636e\u7684\u53ef\u7528\u6027\u548c\u5206\u6790\u6548\u7387\u3002<\/li>\n
  • \u6570\u636e\u6e56\u96c6\u6210<\/strong>\uff1a\u5c06\u65e5\u5fd7\u6570\u636e\u4e0e\u6570\u636e\u6e56\u6280\u672f\u96c6\u6210\uff0c\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u80fd\u529b\u548c\u66f4\u6df1\u5165\u7684\u4e1a\u52a1\u6d1e\u5bdf\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Elasticsearch<\/strong>\uff1aElastic\u7684ELK Stack\uff08Elasticsearch\u3001Logstash\u3001Kibana\uff09\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u65e5\u5fd7\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4f01\u4e1a\u7684\u65e5\u5fd7\u7ba1\u7406\u3002<\/li>\n
  • Splunk<\/strong>\uff1aSplunk\u901a\u8fc7\u5176\u667a\u80fd\u6570\u636e\u7ba1\u7406\u7b56\u7565\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5728\u964d\u4f4e\u5b58\u50a8\u6210\u672c\u7684\u63d0\u9ad8\u65e5\u5fd7\u5206\u6790\u6548\u7387\u3002<\/li>\n

    9. \u4ece\u88ab\u52a8\u54cd\u5e94\u5230\u4e3b\u52a8\u9884\u9632<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u9884\u6d4b\u6027\u7ef4\u62a4<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\u548c\u5b9e\u65f6\u76d1\u63a7\u6307\u6807\uff0c\u9884\u6d4b\u53ef\u80fd\u7684\u670d\u52a1\u4e2d\u65ad\u3001\u5bb9\u91cf\u95ee\u9898\u548c\u6027\u80fd\u4e0b\u964d\uff0c\u63d0\u524d\u91c7\u53d6\u63aa\u65bd\u907f\u514d\u5f71\u54cd\u7528\u6237\u3002<\/li>\n
  • \u81ea\u52a8\u5316\u4fee\u590d<\/strong>\uff1a\u4e00\u65e6\u9884\u6d4b\u5230\u95ee\u9898\uff0c\u81ea\u52a8\u89e6\u53d1\u4fee\u590d\u673a\u5236\uff0c\u5982\u6269\u5c55\u8d44\u6e90\u3001\u91cd\u65b0\u914d\u7f6e\u7cfb\u7edf\u53c2\u6570\u7b49\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/li>\n
  • \u6301\u7eed\u6539\u8fdb<\/strong>\uff1a\u901a\u8fc7\u53cd\u9988\u5faa\u73af\uff0c\u4e0d\u65ad\u4f18\u5316\u9884\u6d4b\u6a21\u578b\u548c\u4fee\u590d\u673a\u5236\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • IBM Watson AIOps<\/strong>\uff1aIBM\u7684Watson AIOps\u5e73\u53f0\u901a\u8fc7\u5206\u6790\u5927\u91cf\u8fd0\u7ef4\u6570\u636e\uff0c\u9884\u6d4b\u6f5c\u5728\u7684\u7cfb\u7edf\u6545\u969c\uff0c\u5e76\u63d0\u4f9b\u81ea\u52a8\u5316\u7684\u4fee\u590d\u5efa\u8bae\uff0c\u5e2e\u52a9\u4f01\u4e1a\u51cf\u5c11\u505c\u673a\u65f6\u95f4\u3002<\/li>\n
  • PagerDuty<\/strong>\uff1aPagerDuty\u7684\u81ea\u52a8\u5316\u4e8b\u4ef6\u7ba1\u7406\u5e73\u53f0\u53ef\u4ee5\u6839\u636e\u9884\u5b9a\u4e49\u7684\u89c4\u5219\u81ea\u52a8\u54cd\u5e94\u4e8b\u4ef6\uff0c\u63d0\u9ad8\u5e94\u6025\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\u3002<\/li>\n

    10. \u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u5f00\u53d1\uff08ODD\uff09<\/h2>\n

    \u8d8b\u52bf\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

  • \u8bbe\u8ba1\u53ef\u89c2\u6d4b\u7cfb\u7edf<\/strong>\uff1a\u5728\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u8003\u8651\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\uff0c\u901a\u8fc7\u8bbe\u8ba1\u53ef\u89c2\u6d4b\u7684\u63a5\u53e3\u548c\u6a21\u5757\uff0c\u4f7f\u5f97\u7cfb\u7edf\u7684\u72b6\u6001\u548c\u884c\u4e3a\u5728\u8fd0\u884c\u65f6\u6613\u4e8e\u7406\u89e3\u548c\u76d1\u63a7\u3002<\/li>\n
  • \u65e9\u671f\u95ee\u9898\u68c0\u6d4b<\/strong>\uff1a\u5728\u5f00\u53d1\u5468\u671f\u7684\u65e9\u671f\u9636\u6bb5\u5f15\u5165\u89c2\u6d4b\u673a\u5236\uff0c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u66f4\u5feb\u5730\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u63d0\u9ad8\u4ee3\u7801\u8d28\u91cf\u3002<\/li>\n
  • \u6301\u7eed\u53cd\u9988<\/strong>\uff1a\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u63d0\u4f9b\u7684\u53cd\u9988\uff0c\u6301\u7eed\u6539\u8fdb\u7cfb\u7edf\u8bbe\u8ba1\u548c\u5f00\u53d1\u6d41\u7a0b\u3002<\/li>\n

    \u6848\u4f8b<\/strong>\uff1a<\/p>\n

  • Google SRE<\/strong>\uff1aGoogle\u7684Site Reliability Engineering\uff08SRE\uff09\u5b9e\u8df5\u5f3a\u8c03\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u5f00\u53d1\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/li>\n
  • Netflix<\/strong>\uff1aNetflix\u5728\u5176\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u5e7f\u6cdb\u4f7f\u7528\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff0c\u901a\u8fc7\u6301\u7eed\u53cd\u9988\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n

    \u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u6700\u65b0\u8d8b\u52bf\u6db5\u76d6\u4e86AI\u96c6\u6210\u3001\u5f00\u6e90\u6807\u51c6\u3001\u5b89\u5168\u878d\u5408\u3001\u6210\u672c\u63a7\u5236\u3001\u7edf\u4e00\u5e73\u53f0\u3001\u8fb9\u7f18\u6269\u5c55\u3001eBPF\u6280\u672f\u3001\u65e5\u5fd7\u5206\u6790\u3001\u4e3b\u52a8\u9884\u9632\u548c\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u5f00\u53d1\u7b49\u591a\u4e2a\u91cd\u8981\u9886\u57df\u3002\u8fd9\u4e9b\u8d8b\u52bf\u5171\u540c\u63a8\u52a8\u4e86\u4e91\u539f\u751f\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u8fc8\u5411\u65b0\u7684\u9ad8\u5ea6\u3002\u4f01\u4e1a\u548c\u7ec4\u7ec7\u9700\u8981\u79ef\u6781\u62e5\u62b1\u8fd9\u4e9b\u8d8b\u52bf\uff0c\u4e0d\u65ad\u4f18\u5316\u5176\u53ef\u89c2\u6d4b\u6027\u7b56\u7565\uff0c\u4ee5\u5e94\u5bf9\u65e5\u76ca\u590d\u6742\u7684\u4e91\u539f\u751f\u73af\u5883\u5e26\u6765\u7684\u6311\u6218\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4e00\u3001\u80cc\u666f \u4e91\u539f\u751f\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\u4f7f\u5f97\u5e94\u7528\u7a0b\u5e8f\u7684\u6784\u5efa\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u53d1\u751f\u4e86\u5de8\u5927\u53d8\u5316\u3002\u968f\u7740\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u548cserverless\u8ba1\u7b97\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u6025\u5267\u589e\u52a0\uff0c\u53ef\u89c2\u6d4b\u6027\u6210\u4e3a\u4fdd\u969c\u7cfb\u7edf\u6027\u80fd\u548c\u5b89\u5168\u7684\u91cd\u8981\u624b\u6bb5\u3002\u5728\u8fd9\u4e00\u80cc\u666f\u4e0b\uff0c\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5728\u5b89\u5168\u6027\u65b9\u9762\u7684\u91cd\u8981\u6027\u6108\u53d1\u51f8\u663e\u3002 \u4e8c\u3001\u6700\u65b0\u8d8b\u52bf 1. AI\u548c\u673a\u5668\u5b66\u4e60\u7684\u6df1\u5ea6\u96c6\u6210 \u8d8b\u52bf\u63cf\u8ff0\uff1a \u9884\u6d4b\u6027\u76d1\u63a7\uff1a\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\uff0cAI\u548c\u673a\u5668\u5b66\u4e60\u6a21\u578b\u53ef\u4ee5\u9884\u6d4b\u6f5c\u5728\u7684\u5b89\u5168\u95ee\u9898\uff0c\u5982\u8d44\u6e90\u74f6\u9888\u6216\u5185\u5b58\u6cc4\u6f0f\uff0c\u4ece\u800c\u5b9e\u73b0\u63d0\u524d\u9884\u9632\u3002 \u81ea\u52a8\u5316\u6839\u56e0\u5206\u6790\uff1aAI\u6280\u672f\u53ef\u4ee5\u81ea\u52a8\u5206\u6790\u5927\u91cf\u7684\u76d1\u63a7\u6570\u636e\uff0c\u5feb\u901f\u786e\u5b9a\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\uff0c\u51cf\u5c11\u4eba\u5de5\u6392\u67e5\u7684\u65f6\u95f4\u548c\u5de5\u4f5c\u91cf\u3002 \u667a\u80fd\u544a\u8b66\uff1aAI\u53ef\u4ee5\u533a\u5206\u91cd\u8981\u548c\u6b21\u8981\u7684\u8b66\u62a5\uff0c\u51cf\u5c11\u201c\u544a\u8b66\u75b2\u52b3\u201d\uff0c\u63d0\u9ad8\u5b89\u5168\u56e2\u961f\u7684\u54cd\u5e94\u6548\u7387\u3002 \u6848\u4f8b\uff1a Amazon Q\uff1aAmazon\u7684AI\u9a71\u52a8\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u53ef\u4ee5\u76d1\u6d4bAWS\u670d\u52a1\u7684\u5927\u578b\u6570\u636e\u96c6\uff0c\u9884\u6d4b\u7cfb\u7edf\u6545\u969c\u5e76\u81ea\u52a8\u89e6\u53d1\u4fee\u590d\u64cd\u4f5c\uff0c\u5982\u6269\u5c55\u8d44\u6e90\u6216\u91cd\u65b0\u914d\u7f6e\u8bbe\u7f6e\u3002 Dynatrace\uff1a\u901a\u8fc7AI\u6280\u672f\u63d0\u4f9b\u667a\u80fd\u7684\u95ee\u9898\u68c0\u6d4b\u548c\u81ea\u52a8\u4fee\u590d\u5efa\u8bae\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u54cd\u5e94\u5b89\u5168\u4e8b\u4ef6\uff0c\u51cf\u5c11\u7cfb\u7edf\u505c\u673a\u65f6\u95f4\u3002 2. OpenTelemetry\u548c\u5f00\u6e90\u53ef\u89c2\u6d4b\u6027\u6807\u51c6 \u8d8b\u52bf\u63cf\u8ff0\uff1a \u6807\u51c6\u5316\uff1aOpenTelemetry\u4f5c\u4e3a\u9886\u5148\u7684\u5f00\u6e90\u6807\u51c6\uff0c\u7528\u4e8e\u6536\u96c6\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u8ffd\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff0c\u4f7f\u5f97\u5404\u73af\u5883\u4e0b\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u66f4\u52a0\u4e00\u81f4\u548c\u89c4\u8303\u3002 \u4e92\u64cd\u4f5c\u6027\uff1aOpenTelemetry\u4e0e\u4f17\u591a\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff08\u5982Prometheus\u3001Grafana\u548cJaeger\uff09\u65e0\u7f1d\u96c6\u6210\uff0c\u964d\u4f4e\u4e86\u4f9b\u5e94\u5546\u9501\u5b9a\u7684\u98ce\u9669\uff0c\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u548c\u53ef\u79fb\u690d\u6027\u3002 \u793e\u533a\u9a71\u52a8\uff1a\u5f00\u6e90\u6807\u51c6\u4fc3\u8fdb\u4e86\u793e\u533a\u7684\u5e7f\u6cdb\u53c2\u4e0e\uff0c\u52a0\u5feb\u4e86\u521b\u65b0\u901f\u5ea6\uff0c\u4f7f\u5f97\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u66f4\u52a0\u901a\u7528\u548c\u6613\u4e8e\u4f7f\u7528\u3002 \u6848\u4f8b\uff1a CNCF\u9879\u76ee\uff1a\u8bb8\u591aCNCF\u9879\u76ee\uff08\u5982Kubernetes\uff09\u5df2\u7ecf\u91c7\u7528OpenTelemetry\u8fdb\u884c\u5206\u5e03\u5f0f\u8ffd\u8e2a\u548c\u76d1\u63a7\uff0c\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u7ba1\u7406\u6548\u7387\u3002 \u4f01\u4e1a\u5e94\u7528\uff1a\u591a\u5bb6\u4f01\u4e1a\uff08\u5982Splunk\u3001Elastic\uff09\u6b63\u5728\u5c06\u5176\u4e13\u6709\u7684\u4ee3\u7406\u66ff\u6362\u4e3aOpenTelemetry\uff0c\u4ee5\u5b9e\u73b0\u66f4\u597d\u7684\u4e92\u64cd\u4f5c\u6027\u548c\u6210\u672c\u6548\u76ca\u3002 3. \u5b89\u5168\u4e0e\u53ef\u89c2\u6d4b\u6027\u7684\u878d\u5408\uff08DevSecOps\uff09 \u8d8b\u52bf\u63cf\u8ff0\uff1a \u5de6\u79fb\u5b89\u5168\uff1a\u5b89\u5168\u4e0d\u518d\u662f\u4e00\u4e2a\u5b64\u7acb\u7684\u529f\u80fd\uff0c\u800c\u662f\u878d\u5165\u5230\u6574\u4e2a\u8f6f\u4ef6\u5f00\u53d1\u548c\u8fd0\u7ef4\u8fc7\u7a0b\u4e2d\u3002\u901a\u8fc7\u5728\u8f6f\u4ef6\u5f00\u53d1\u7684\u65e9\u671f\u9636\u6bb5\u5f15\u5165\u5b89\u5168\u68c0\u67e5\u548c\u76d1\u63a7\uff0c\u53ef\u4ee5\u66f4\u65e9\u5730\u53d1\u73b0\u548c\u4fee\u590d\u5b89\u5168\u6f0f\u6d1e\u3002 \u5b9e\u65f6\u5a01\u80c1\u68c0\u6d4b\uff1a\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u901a\u8fc7\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u65e5\u5fd7\u548c\u7cfb\u7edf\u8c03\u7528\uff0c\u5b9e\u65f6\u68c0\u6d4b\u5b89\u5168\u5a01\u80c1\uff0c\u5982\u5f02\u5e38\u7684\u7528\u6237\u884c\u4e3a\u6216\u6076\u610f\u8f6f\u4ef6\u6d3b\u52a8\u3002 \u5408\u89c4\u6027\u81ea\u52a8\u5316\uff1a\u81ea\u52a8\u68c0\u67e5\u548c\u786e\u4fdd\u4e91\u73af\u5883\u7b26\u5408\u5404\u79cd\u6cd5\u89c4\u6807\u51c6\uff08\u5982GDPR\u3001HIPAA\uff09\uff0c\u964d\u4f4e\u5408\u89c4\u6210\u672c\uff0c\u63d0\u9ad8\u5b89\u5168\u6c34\u5e73\u3002 \u6848\u4f8b\uff1a Netflix\uff1a\u901a\u8fc7\u5728\u5176\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u4ea4\u4ed8\uff08CI\/CD\uff09\u7ba1\u9053\u4e2d\u96c6\u6210\u5b89\u5168\u626b\u63cf\u5de5\u5177\uff0cNetflix\u80fd\u591f\u5728\u65e9\u671f\u53d1\u73b0\u5e76\u4fee\u590d\u5b89\u5168\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u9ad8\u6574\u4f53\u5b89\u5168\u6027\u3002 Microsoft\uff1aAzure Security Center\u63d0\u4f9b\u4e86\u5b9e\u65f6\u7684\u5b89\u5168\u5a01\u80c1\u68c0\u6d4b\u548c\u5408\u89c4\u6027\u7ba1\u7406\u529f\u80fd\uff0c\u5e2e\u52a9\u4f01\u4e1a\u4fdd\u62a4\u5176\u4e91\u73af\u5883\u3002 4. \u6210\u672c\u610f\u8bc6\u7684\u53ef\u89c2\u6d4b\u6027\uff08FinOps\uff09 \u8d8b\u52bf\u63cf\u8ff0\uff1a \u667a\u80fd\u6570\u636e\u4fdd\u7559\uff1a\u4f01\u4e1a\u5f00\u59cb\u91c7\u7528\u66f4\u667a\u80fd\u7684\u6570\u636e\u91c7\u6837\u548c\u4fdd\u7559\u7b56\u7565\uff0c\u53ea\u4fdd\u7559\u9ad8\u4ef7\u503c\u7684\u9065\u6d4b\u6570\u636e\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5b58\u50a8\u6210\u672c\u3002 \u52a8\u6001\u91c7\u6837\u7387\uff1a\u6839\u636e\u7cfb\u7edf\u8d1f\u8f7d\u52a8\u6001\u8c03\u6574\u8ffd\u8e2a\u91c7\u6837\u7387\uff0c\u5728\u4fdd\u969c\u76d1\u63a7\u6548\u679c\u7684\u540c\u65f6\u964d\u4f4e\u6210\u672c\u3002 \u6210\u672c\u5206\u6790\u548c\u4f18\u5316\uff1a\u901a\u8fc7\u5206\u6790\u53ef\u89c2\u6d4b\u6027\u652f\u51fa\uff0c\u4f01\u4e1a\u53ef\u4ee5\u4f18\u5316\u8d44\u6e90\u5206\u914d\uff0c\u63d0\u9ad8\u6210\u672c\u6548\u76ca\u3002 \u6848\u4f8b\uff1a Google Cloud\uff1a\u63d0\u4f9b\u4e86\u6309\u4f7f\u7528\u91cf\u4ed8\u8d39\u7684\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff0c\u5982Cloud Trace\u548cCloud Monitoring\uff0c\u5e2e\u52a9\u4f01\u4e1a\u63a7\u5236\u6210\u672c\u3002 Splunk\uff1a\u901a\u8fc7\u4f18\u5316\u6570\u636e\u7ba1\u7406\u7b56\u7565\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e0d\u5f71\u54cd\u7cfb\u7edf\u53ef\u89c1\u6027\u7684\u524d\u63d0\u4e0b\uff0c\u5927\u5e45\u524a\u51cf\u53ef\u89c2\u6d4b\u6027\u6210\u672c\u3002 5. \u7edf\u4e00\u89c2\u6d4b\u5e73\u53f0 \u8d8b\u52bf\u63cf\u8ff0\uff1a \u591a\u6e90\u6570\u636e\u6574\u5408\uff1a\u5c06\u65e5\u5fd7\u3001\u8ffd\u8e2a\u3001\u6307\u6807\u548c\u4e8b\u4ef6\u6574\u5408\u5230\u4e00\u4e2a\u96c6\u4e2d\u7684\u89c6\u56fe\u4e2d\uff0c\u63d0\u4f9b\u7cfb\u7edf\u7684\u5168\u9762\u89c6\u89d2\uff0c\u589e\u5f3a\u6570\u636e\u5173\u8054\u5206\u6790\u80fd\u529b\u3002 \u6df7\u5408\u4e91\u548c\u591a\u4e91\u652f\u6301\uff1a\u5728\u6df7\u5408\u4e91\u548c\u591a\u4e91\u73af\u5883\u4e2d\u5b9e\u73b0\u65e0\u7f1d\u7684\u53ef\u89c6\u5316\u548c\u95ee\u9898\u6392\u67e5\uff0c\u63d0\u9ad8\u7ba1\u7406\u6548\u7387\u3002 \u7b80\u5316\u6839\u56e0\u5206\u6790\uff1a\u901a\u8fc7\u5355\u4e00\u754c\u9762\u83b7\u53d6\u6574\u4f53\u6d1e\u5bdf\u7ed3\u679c\uff0c\u51cf\u5c11\u6839\u56e0\u5206\u6790\u7684\u590d\u6742\u6027\u548c\u5de5\u4f5c\u91cf\u3002 \u6848\u4f8b\uff1a Datadog\uff1a\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u6574\u5408\u4e86\u65e5\u5fd7\u3001\u6307\u6807\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\u3002 New Relic\uff1a\u901a\u8fc7\u5176\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5728\u4e00\u4e2a\u754c\u9762\u4e2d\u67e5\u770b\u548c\u5206\u6790\u6765\u81ea\u4e0d\u540c\u6570\u636e\u6e90\u7684\u6570\u636e\uff0c\u63d0\u9ad8\u6545\u969c\u6392\u9664\u6548\u7387\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-39994","post","type-post","status-publish","format-standard","hentry","category-discussion"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39994","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=39994"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39994\/revisions"}],"predecessor-version":[{"id":39995,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/39994\/revisions\/39995"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=39994"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=39994"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=39994"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}