2. \u4f9d\u8d56\u56fe\u8c31\u4e0e\u62d3\u6251\u5206\u6790<\/strong><\/h4>\n\u901a\u8fc7\u81ea\u52a8\u53d1\u73b0\u51fd\u6570\u8c03\u7528\u7684\u5916\u90e8\u670d\u52a1\uff08\u5982DynamoDB\u3001Kafka\uff09\uff0c\u6784\u5efa\u52a8\u6001\u4f9d\u8d56\u5173\u7cfb\u56fe\u3002\u5f53\u6570\u636e\u5e93\u67e5\u8be2\u53d8\u6162\u65f6\uff0cAPM\u53ef\u5feb\u901f\u5b9a\u4f4d\u5230\u5173\u8054\u51fd\u6570\uff0c\u800c\u975e\u5b64\u7acb\u5206\u6790\u5355\u4e2a\u670d\u52a1\u3002<\/p>\n
\u5173\u952e\u6280\u672f<\/strong>\u5305\u62ec\uff1a<\/p>\n\n- \u670d\u52a1\u7f51\u683c\u96c6\u6210<\/strong>\uff1a\u5229\u7528Istio\u7b49\u5de5\u5177\u6536\u96c6\u670d\u52a1\u95f4\u901a\u4fe1\u6307\u6807\uff1b\n<\/li>\n
- \u4ee3\u7801\u7ea7\u63d2\u6869<\/strong>\uff1a\u81ea\u52a8\u6ce8\u5165SDK\u4ee5\u6355\u6349HTTP\u8bf7\u6c42\u3001SDK\u8c03\u7528\u6808\u3002\n<\/li>\n<\/ul>\n
3. \u57fa\u4e8eAI\u7684\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h4>\n\u65e0\u670d\u52a1\u5668\u73af\u5883\u7684\u6307\u6807\u6ce2\u52a8\u9891\u7e41\uff0c\u9759\u6001\u9608\u503c\u544a\u8b66\u6613\u4ea7\u751f\u8bef\u62a5\u3002\u5f15\u5165\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u53ef\u8bc6\u522b\u6d41\u91cf\u7a81\u589e\u3001\u8d44\u6e90\u6cc4\u6f0f\u7b49\u5f02\u5e38\u6a21\u5f0f\u3002\u4f8b\u5982\uff1a<\/p>\n
\n- \u76d1\u7763\u5b66\u4e60\uff1a\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u51fd\u6570\u6267\u884c\u65f6\u95f4\u7684\u57fa\u7ebf\u8303\u56f4\uff1b\n<\/li>\n
- \u65e0\u76d1\u7763\u5b66\u4e60\uff1a\u805a\u7c7b\u5206\u6790\u9519\u8bef\u65e5\u5fd7\uff0c\u81ea\u52a8\u5f52\u7c7b\u6839\u56e0\u7c7b\u578b\u3002\n<\/li>\n<\/ul>\n
\n\u56db\u3001\u5173\u952e\u6280\u672f\u5b9e\u73b0\u8def\u5f84<\/strong><\/h3>\n\u4e3a\u5b9e\u73b0\u4e0a\u8ff0\u7b56\u7565\uff0c\u4e91\u539f\u751fAPM\u9700\u878d\u5408\u591a\u79cd\u6280\u672f\u6808\uff1a<\/p>\n
\n- \n
eBPF\u6280\u672f<\/strong>
\n\u5728Linux\u5185\u6838\u5c42\u6ce8\u5165\u63a2\u9488\uff0c\u65e0\u9700\u4fee\u6539\u51fd\u6570\u4ee3\u7801\u5373\u53ef\u6355\u83b7\u7cfb\u7edf\u8c03\u7528\u3001\u7f51\u7edc\u6d41\u91cf\u3002\u9002\u7528\u4e8e\u6392\u67e5\u5e95\u5c42\u6027\u80fd\u95ee\u9898\uff0c\u5982\u5bb9\u5668\u5185\u8fdb\u7a0b\u7ade\u4e89\u3002<\/p>\n<\/li>\n- \n
\u5f00\u653e\u6807\u51c6\u751f\u6001<\/strong>
\n\u91c7\u7528OpenTelemetry\u89c4\u8303\uff0c\u7edf\u4e00\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u7684\u6570\u636e\u683c\u5f0f\uff0c\u907f\u514d\u5382\u5546\u9501\u5b9a\u3002\u4f8b\u5982\uff0c\u5c06Lambda\u51fd\u6570\u7684\u6570\u636e\u5bfc\u51fa\u5230\u517c\u5bb9OTLP\u7684\u5b58\u50a8\u540e\u7aef\uff08\u5982Prometheus+Jaeger\uff09\u3002<\/p>\n<\/li>\n- \n
\u8fb9\u7f18\u8ba1\u7b97\u534f\u540c<\/strong>
\n\u5728\u6df7\u5408\u4e91\u573a\u666f\u4e2d\uff0c\u901a\u8fc7\u8fb9\u7f18\u8282\u70b9\u7684\u672c\u5730\u805a\u5408\uff0c\u51cf\u5c11\u5411\u4e2d\u5fc3APM\u4f20\u8f93\u7684\u6570\u636e\u91cf\uff0c\u964d\u4f4e\u5ef6\u8fdf\u4e0e\u6210\u672c\u3002<\/p>\n<\/li>\n<\/ol>\n
\n\u4e94\u3001\u4ece\u7406\u8bba\u5230\u5b9e\u8df5\uff1aAPM\u5de5\u5177\u9009\u578b\u5efa\u8bae<\/strong><\/h3>\n\u9009\u62e9\u4e91\u539f\u751fAPM\u5de5\u5177\u65f6\uff0c\u9700\u91cd\u70b9\u5173\u6ce8\u4ee5\u4e0b\u80fd\u529b\uff1a<\/p>\n
\n- \u65e0\u670d\u52a1\u5668\u4f18\u5148<\/strong>\uff1a\u662f\u5426\u652f\u6301\u4e3b\u6d41FaaS\u5e73\u53f0\uff08AWS Lambda\u3001Azure Functions\uff09\uff1b\n<\/li>\n
- \u4f4e\u4ee3\u7801\u96c6\u6210<\/strong>\uff1a\u80fd\u5426\u901a\u8fc7\u73af\u5883\u53d8\u91cf\u6216Layer\u5feb\u901f\u63a5\u5165\uff0c\u800c\u975e\u91cd\u5199\u4e1a\u52a1\u903b\u8f91\uff1b\n<\/li>\n
- \u6210\u672c\u53ef\u89c6\u5316<\/strong>\uff1a\u63d0\u4f9b\u6bcf\u51fd\u6570\u7684\u5185\u5b58-\u65f6\u95f4\u6210\u672c\u70ed\u529b\u56fe\uff0c\u8f85\u52a9\u8d44\u6e90\u8c03\u914d\uff1b\n<\/li>\n
- \u5b89\u5168\u5408\u89c4<\/strong>\uff1a\u786e\u4fdd\u76d1\u63a7\u6570\u636e\u52a0\u5bc6\u4f20\u8f93\uff0c\u7b26\u5408GDPR\u6216HIPAA\u8981\u6c42\u3002\n<\/li>\n<\/ul>\n
\u5e02\u573a\u4e3b\u6d41\u5de5\u5177\u5982Datadog Serverless\u3001New Relic AWS Lambda Monitoring\u5747\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u4eea\u8868\u76d8\uff0c\u4f46\u81ea\u5b9a\u4e49\u5206\u6790\u80fd\u529b\u5dee\u5f02\u663e\u8457\u3002<\/em><\/p>\n
\n\u516d\u3001\u672a\u6765\u5c55\u671b\uff1a\u4ece\u76d1\u63a7\u5230\u4e3b\u52a8\u4f18\u5316<\/strong><\/h3>\n\u968f\u7740\u65e0\u670d\u52a1\u5668\u751f\u6001\u7684\u6210\u719f\uff0c\u4e91\u539f\u751fAPM\u7684\u8fb9\u754c\u6b63\u5728\u6269\u5c55\u3002\u6027\u80fd\u76d1\u63a7\u4e0d\u518d\u5c40\u9650\u4e8e\u4e8b\u540e\u5206\u6790\uff0c\u800c\u662f\u4e0e\u81ea\u52a8\u6269\u7f29\u5bb9\u3001\u4ee3\u7801\u4f18\u5316\u5efa\u8bae\u6df1\u5ea6\u7ed3\u5408<\/strong>\u3002\u4f8b\u5982\uff1a<\/p>\n\n- \u6839\u636e\u5386\u53f2\u8d1f\u8f7d\u9884\u6d4b\u51fd\u6570<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"
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\u4f20\u7edfAPM\u5de5\u5177\u805a\u7126\u4e8e\u76d1\u63a7\u7269\u7406\u670d\u52a1\u5668\u3001\u865a\u62df\u673a\u6216\u5bb9\u5668\u7684\u6027\u80fd\u6307\u6807\uff0c\u4f8b\u5982CPU\u3001\u5185\u5b58\u5229\u7528\u7387\u6216\u7ebf\u7a0b\u72b6\u6001\u3002\u7136\u800c\uff0c\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u201c\u4e8b\u4ef6\u9a71\u52a8\u201d\u548c\u201c\u77ac\u65f6\u6027\u201d\u7279\u70b9\uff0c\u5f7b\u5e95\u6253\u7834\u4e86\u8fd9\u79cd\u76d1\u63a7\u6a21\u5f0f\u3002\u4e00\u6b21\u51fd\u6570\u8c03\u7528\u53ef\u80fd\u4ec5\u6301\u7eed\u51e0\u767e\u6beb\u79d2\uff0c\u4e14\u5728\u4e91\u5e73\u53f0\u81ea\u52a8\u8c03\u5ea6\u7684\u5bb9\u5668\u4e2d\u8fd0\u884c\uff0c\u4f20\u7edf\u63a2\u9488\u96be\u4ee5\u690d\u5165\u548c\u6536\u96c6\u6570\u636e\u3002 \u4e91\u539f\u751fAPM\u7684\u8fdb\u5316\u65b9\u5411\u662f\u201c\u8f7b\u91cf\u5316\u201d\u4e0e\u201c\u5168\u6808\u89c2\u6d4b\u201d\u7684\u7ed3\u5408\uff1a \u8f7b\u91cf\u63a2\u9488\uff1a\u901a\u8fc7\u4f4e\u4fb5\u5165\u5f0f\u6216\u65e0\u4fb5\u5165\u5f0f\u6570\u636e\u91c7\u96c6\uff0c\u9002\u914d\u51fd\u6570\u5373\u670d\u52a1\uff08FaaS\uff09\u7684\u77ed\u751f\u547d\u5468\u671f\uff1b \u4e0a\u4e0b\u6587\u5173\u8054\uff1a\u5c06\u51fd\u6570\u6267\u884c\u4e0eAPI\u7f51\u5173\u3001\u6d88\u606f\u961f\u5217\u3001\u6570\u636e\u5e93\u7b49\u4e0a\u4e0b\u6e38\u670d\u52a1\u4e32\u8054\uff0c\u6784\u5efa\u5b8c\u6574\u7684\u8c03\u7528\u94fe\uff1b \u6210\u672c\u4e0e\u6027\u80fd\u5e73\u8861\uff1a\u5728\u8d44\u6e90\u53d7\u9650\u7684\u73af\u5883\u4e2d\uff0c\u907f\u514d\u76d1\u63a7\u5de5\u5177\u672c\u8eab\u6210\u4e3a\u6027\u80fd\u74f6\u9888\u3002 \u4f8b\u5982\uff0cAWS Lambda\u7684\u51b7\u542f\u52a8\u5ef6\u8fdf\u95ee\u9898\uff0c\u9700\u8981APM\u5de5\u5177\u80fd\u533a\u5206\u9996\u6b21\u8c03\u7528\u4e0e\u70ed\u542f\u52a8\u7684\u5dee\u5f02\uff0c\u5e76\u5173\u8054\u5230\u4ee3\u7801\u5305\u5927\u5c0f\u3001\u8fd0\u884c\u65f6\u73af\u5883\u7b49\u5177\u4f53\u56e0\u7d20\u3002 \u4e8c\u3001\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u56db\u5927\u76d1\u63a7\u96be\u70b9 \u8981\u7406\u89e3\u4e91\u539f\u751fAPM\u7684\u8bbe\u8ba1\u903b\u8f91\uff0c\u9700\u5148\u660e\u786e\u65e0\u670d\u52a1\u5668\u67b6\u6784\u7684\u72ec\u7279\u6311\u6218\uff1a \u77ac\u65f6\u6027\u4e0e\u65e0\u72b6\u6001 \u51fd\u6570\u5b9e\u4f8b\u968f\u8bf7\u6c42\u521b\u5efa\u548c\u9500\u6bc1\uff0c\u4f20\u7edf\u57fa\u4e8e\u6301\u7eed\u8fdb\u7a0b\u7684\u76d1\u63a7\u65b9\u6cd5\u5931\u6548\u3002APM\u9700\u5728\u6beb\u79d2\u7ea7\u7a97\u53e3\u5185\u6355\u83b7\u6267\u884c\u65e5\u5fd7\u3001\u9519\u8bef\u5806\u6808\u53ca\u8d44\u6e90\u6d88\u8017\u3002 \u5206\u5e03\u5f0f\u8ffd\u8e2a\u590d\u6742\u5ea6\u9ad8 \u4e00\u6b21\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u89e6\u53d1\u591a\u4e2a\u51fd\u6570\u7684\u94fe\u5f0f\u8c03\u7528\uff0c\u8de8\u670d\u52a1\u3001\u8de8\u533a\u57df\u7684\u8ffd\u8e2a\u9700\u8981\u7aef\u5230\u7aef\u7684\u4e0a\u4e0b\u6587\u4f20\u9012\u3002\u4f8b\u5982\uff0c\u901a\u8fc7OpenTelemetry\u7684TraceID\u5b9e\u73b0\u8de8\u51fd\u6570\u94fe\u8def\u62fc\u63a5\u3002 \u9ed1\u76d2\u73af\u5883\u4e0b\u7684\u6839\u56e0\u5b9a\u4f4d \u5f00\u53d1\u8005\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee\u5e95\u5c42\u4e3b\u673a\uff0c\u5f53\u51fd\u6570\u8d85\u65f6\u6216\u5185\u5b58\u6ea2\u51fa\u65f6\uff0c\u9700\u4f9d\u8d56\u4e91\u5e73\u53f0\u63d0\u4f9b\u7684\u6307\u6807\uff08\u5982AWS CloudWatch\uff09\u4e0eAPM\u7684\u81ea\u5b9a\u4e49\u6307\u6807\u7ed3\u5408\u5206\u6790\u3002 \u6210\u672c\u76d1\u63a7\u7684\u7cbe\u7ec6\u5316\u9700\u6c42 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