{"id":37533,"date":"2025-04-18T11:37:49","date_gmt":"2025-04-18T03:37:49","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37533"},"modified":"2025-04-18T11:37:49","modified_gmt":"2025-04-18T03:37:49","slug":"%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%9c%a8%e5%ae%9e%e6%97%b6%e6%95%b0%e6%8d%ae%e5%a4%84%e7%90%86%e5%92%8c%e4%ba%8b%e4%bb%b6%e9%a9%b1%e5%8a%a8%e6%9e%b6%e6%9e%84%e4%b8%ad%e7%9a%84","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37533.html","title":{"rendered":"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548c\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u4e2d\u7684\u5e94\u7528\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/Ynz3uT3VZ.jpg\" alt=\"\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5728\u5b9e\u65f6\u6570\u636e\u5904\u7406\u548c\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u4e2d\u7684\u5e94\u7528\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5f53\u6bcf\u79d2\u767e\u4e07\u7ea7\u7684\u6570\u636e\u6d41\u5728\u7cfb\u7edf\u4e2d\u7a7f\u68ad\uff0c\u5f53\u5fae\u670d\u52a1\u95f4\u7684\u4e8b\u4ef6\u89e6\u53d1\u5982\u795e\u7ecf\u7f51\u7edc\u822c\u4ea4\u7ec7\uff0c\u4f01\u4e1a\u5982\u4f55\u786e\u4fdd\u6bcf\u4e00\u4e2a\u5b57\u8282\u7684\u6d41\u52a8\u90fd\u6e05\u6670\u53ef\u89c1\uff1f\u5f53\u5b9e\u65f6\u5206\u6790\u51b3\u5b9a\u4e1a\u52a1\u6210\u8d25\uff0c\u5f53\u5f02\u6b65\u901a\u4fe1\u6210\u4e3a\u67b6\u6784\u5e38\u6001\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u4e3a\u4f55\u9891\u9891\u5931\u6548\uff1f\u8fd9\u6b63\u662f<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027<\/strong>\u767b\u4e0a\u6280\u672f\u821e\u53f0\u7684\u5fc5\u7136\u2014\u2014\u5b83\u4e0d\u4ec5\u662f\u8fd0\u7ef4\u9886\u57df\u7684\u9769\u547d\uff0c\u66f4\u662f\u9a71\u52a8\u5b9e\u65f6\u6570\u636e\u5904\u7406\u4e0e\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u8fdb\u5316\u7684\u6838\u5fc3\u5f15\u64ce\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u6808\u53ef\u89c2\u6d4b\u6027-\u7a7f\u900f\u6280\u672f\u6808\u7684-x\u5149\u673a\">\u4e00\u3001<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\uff1a\u7a7f\u900f\u6280\u672f\u6808\u7684&rdquo;X\u5149\u673a&rdquo;<\/h3>\n<p>\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5982\u540c\u53ea\u5173\u6ce8\u5fc3\u8df3\u7684\u542c\u8bca\u5668\uff0c\u800c<strong>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff08Full-Stack 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GC\u98ce\u66b4\uff1f\n<\/li>\n<\/ol>\n<p>\u4ee5\u67d0\u5934\u90e8\u7535\u5546\u7684\u79d2\u6740\u7cfb\u7edf\u4e3a\u4f8b\uff0c\u901a\u8fc7\u5c06Prometheus\u6307\u6807\u4e0eOpenTelemetry\u8ffd\u8e2a\u6570\u636e\u5173\u8054\uff0c\u8fd0\u7ef4\u56e2\u961f\u57283\u5206\u949f\u5185\u5b9a\u4f4d\u5230Redis\u96c6\u7fa4\u8fde\u63a5\u6cc4\u6f0f\u5bfc\u81f4\u8ba2\u5355\u6d41\u6c34\u53f7\u91cd\u590d\u2014\u2014\u8fd9\u79cd\u8de8\u5c42\u7ea7\u7684\u56e0\u679c\u94fe\u5206\u6790\uff0c\u6b63\u662f\u5168\u6808\u89c2\u6d4b\u533a\u522b\u4e8e\u4f20\u7edfAPM\u7684\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u7684-\u4e0a\u5e1d\u89c6\u89d2\">\u4e8c\u3001\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u7684&rdquo;\u4e0a\u5e1d\u89c6\u89d2&rdquo;<\/h3>\n<p>\u5728\u7531Kafka\u3001RabbitMQ\u7b49\u6784\u5efa\u7684<strong>\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\uff08EDA\uff09<\/strong>\u4e2d\uff0c\u670d\u52a1\u95f4\u7684\u677e\u8026\u5408\u5e26\u6765\u4e86\u5f39\u6027\u4f18\u52bf\uff0c\u5374\u4e5f\u8ba9\u6545\u969c\u6392\u67e5\u5982\u540c\u5927\u6d77\u635e\u9488\u3002\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u652f\u4ed8\u7cfb\u7edf\u66fe\u906d\u9047\u8be1\u5f02\u73b0\u8c61\uff1a\u98ce\u63a7\u670d\u52a1\u5076\u53d1\u62d2\u7edd\u5408\u6cd5\u4ea4\u6613\uff0c\u4f46\u5404\u7ec4\u4ef6\u72ec\u7acb\u76d1\u63a7\u5747\u663e\u793a\u6b63\u5e38\u3002<\/p>\n<p>\u901a\u8fc7\u5b9e\u65bd\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u65b9\u6848\uff0c\u5de5\u7a0b\u5e08\u53d1\u73b0\uff1a<\/p>\n<ul>\n<li><strong>\u4e8b\u4ef6\u6eaf\u6e90\u65ad\u5c42<\/strong>\uff1aSQS\u6d88\u606f\u5c5e\u6027\u4e2d\u7684<code>traceparent<\/code>\u5b57\u6bb5\u4e22\u5931\u7387\u8fbe17%\n<\/li>\n<li><strong>\u5f02\u6b65\u8c03\u7528\u94fe\u9ed1\u6d1e<\/strong>\uff1aLambda\u51fd\u6570\u8d85\u65f6\u5bfc\u81f4Saga\u4e8b\u52a1\u8865\u507f\u673a\u5236\u672a\u89e6\u53d1\n<\/li>\n<li><strong>\u80cc\u538b\u4f20\u5bfc\u76f2\u533a<\/strong>\uff1aEventBridge\u89c4\u5219\u5339\u914d\u5ef6\u8fdf\u5f15\u53d1Kinesis\u5206\u7247\u70ed\u70b9\n<\/li>\n<\/ul>\n<p>\u501f\u52a9<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u4e0e\u65e5\u5fd7\u5173\u8054<\/strong>\uff0c\u56e2\u961f\u6700\u7ec8\u5b9a\u4f4d\u5230\u95ee\u9898\u6839\u6e90\u2014\u2014\u67d0\u4e2a\u670d\u52a1\u4f7f\u7528\u65e7\u7248SDK\u53d1\u9001\u4e8b\u4ef6\uff0c\u7834\u574f\u4e86OpenTelemetry\u4e0a\u4e0b\u6587\u4f20\u64ad\u3002\u8fd9\u79cd\u8de8\u4e2d\u95f4\u4ef6\u3001\u8de8\u4e91\u670d\u52a1\u7684\u5168\u5c40\u89c2\u6d4b\u80fd\u529b\uff0c\u4f7f\u5f97EDA\u67b6\u6784\u7684&rdquo;\u6697\u6570\u636e\u6d41&rdquo;\u53d8\u5f97\u900f\u660e\u53ef\u63a7\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u5b9e\u65f6\u6570\u636e\u6d41\u6c34\u7ebf\u7684\u4e09\u4f4d\u4e00\u4f53\u89c2\u6d4b\u6a21\u578b\">\u4e09\u3001\u5b9e\u65f6\u6570\u636e\u6d41\u6c34\u7ebf\u7684\u4e09\u4f4d\u4e00\u4f53\u89c2\u6d4b\u6a21\u578b<\/h3>\n<p>\u5bf9\u4e8eFlink\u3001Spark 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id=\"\u56db-\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u7684\u67b6\u6784\u81ea\u6108\">\u56db\u3001\u53ef\u89c2\u6d4b\u6027\u9a71\u52a8\u7684\u67b6\u6784\u81ea\u6108<\/h3>\n<p>\u5f53\u89c2\u6d4b\u7cfb\u7edf\u7a81\u7834\u88ab\u52a8\u76d1\u63a7\u7684\u5c40\u9650\uff0c\u5f00\u59cb\u4e3b\u52a8\u53c2\u4e0e\u7cfb\u7edf\u8c03\u63a7\u65f6\uff0c\u771f\u6b63\u7684\u67b6\u6784\u9769\u547d\u5c31\u6b64\u5c55\u5f00\uff1a<\/p>\n<ul>\n<li><strong>\u667a\u80fd\u7194\u65ad<\/strong>\uff1a\u57fa\u4e8egRPC\u6d41\u5f0f\u8c03\u7528\u7684\u9519\u8bef\u7387\u9884\u6d4b\uff0c\u52a8\u6001\u8c03\u6574Istio\u7194\u65ad\u5668\u9608\u503c\n<\/li>\n<li><strong>\u8d44\u6e90\u7f16\u6392<\/strong>\uff1a\u6839\u636eFlink\u4f5c\u4e1a\u53cd\u538b\u4fe1\u53f7\u4e0e\u8282\u70b9GPU\u5229\u7528\u7387\uff0c\u89e6\u53d1AWS Auto Scaling\u7b56\u7565\n<\/li>\n<li><strong>\u6570\u636e\u8d28\u91cf\u4fee\u590d<\/strong>\uff1a\u901a\u8fc7\u5bf9\u6bd4Kafka\u6d41\u4e0e\u6570\u4ed3\u6279\u5904\u7406\u7ed3\u679c\uff0c\u81ea\u52a8\u89e6\u53d1Delta Lake\u7248\u672c\u56de\u6eda\n<\/li>\n<\/ul>\n<p>\u5168\u7403\u9886\u5148\u7684\u5728\u7ebf\u89c6\u9891\u5e73\u53f0\u66fe\u5b9e\u73b0\u60ca\u8273\u6848\u4f8b\uff1a\u5176\u63a8\u8350\u7cfb\u7edf\u901a\u8fc7<strong>\u89c2\u6d4b\u9a71\u52a8\u7684\u53cd\u9988\u5faa\u73af<\/strong>\uff0c\u5728\u68c0\u6d4b\u5230\u7528\u6237\u70b9\u51fb\u7387\u5f02\u5e38\u4e0b\u8dcc\u540e\u768490\u79d2\u5185\uff0c\u81ea\u52a8\u5c06\u6d41\u91cf\u5207\u6362\u81f3\u5907\u7528\u6a21\u578b\uff0c\u540c\u65f6\u89e6\u53d1\u7279\u5f81\u5de5\u7a0b\u6d41\u6c34\u7ebf\u7684\u589e\u91cf\u8bad\u7ec3\u3002\u8fd9\u79cd\u5c06\u53ef\u89c2\u6d4b\u6027\u4e0e\u63a7\u5236\u7406\u8bba\u7ed3\u5408\u7684\u5b9e\u8df5\uff0c\u6807\u5fd7\u7740\u8fd0\u7ef4\u667a\u80fd\u5316\u7684\u65b0\u9ad8\u5ea6\u3002<\/p>\n<hr>\n<h3 id=\"\u4e94-\u5de5\u5177\u94fe\u7684\u8fdb\u5316\u4e0e\u5b9e\u8df5\u8def\u7ebf\">\u4e94\u3001\u5de5\u5177\u94fe\u7684\u8fdb\u5316\u4e0e\u5b9e\u8df5\u8def\u7ebf<\/h3>\n<p>\u6784\u5efa\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4f53\u7cfb\u9700\u8981\u8c28\u614e\u7684\u6280\u672f\u9009\u578b\uff1a<\/p>\n<ol>\n<li><strong>\u6570\u636e\u91c7\u96c6\u5c42<\/strong>\uff1aOpenTelemetry\u5df2\u6210\u4e3a\u4e8b\u5b9e\u6807\u51c6\uff0c\u4f46\u9700\u6ce8\u610fJava Agent\u5bf9CPU\u7684\u5f00\u9500\uff08\u901a\u5e38\u63a7\u5236\u57283-5%\uff09\n<\/li>\n<li><strong>\u4f20\u8f93\u5c42<\/strong>\uff1aApache Kafka\u6216Apache 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id=\"\u516d-\u672a\u6765\u6218\u573a-\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801\">\u516d\u3001\u672a\u6765\u6218\u573a\uff1a\u53ef\u89c2\u6d4b\u6027\u5373\u4ee3\u7801<\/h3>\n<p>\u968f\u7740GitOps\u7406\u5ff5\u7684\u666e\u53ca\uff0c\u5c06\u89c2\u6d4b\u914d\u7f6e\u7eb3\u5165\u7248\u672c\u63a7\u5236\u5df2\u6210\u5fc5\u7136\u8d8b\u52bf\u3002\u4f7f\u7528Terraform\u5b9a\u4e49Prometheus\u544a\u8b66\u89c4\u5219\uff0c\u901a\u8fc7Argo CD\u540c\u6b65Grafana\u4eea\u8868\u76d8\uff0c\u8fd9\u4e9b\u5b9e\u8df5\u6b63\u5728\u91cd\u5851\u8fd0\u7ef4\u5de5\u4f5c\u6d41\u3002\u66f4\u524d\u6cbf\u7684\u63a2\u7d22\u5305\u62ec\uff1a<\/p>\n<ul>\n<li><strong>AI\u8f85\u52a9<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff1a\u5229\u7528\u56fe\u795e\u7ecf\u7f51\u7edc\u6316\u6398\u6307\u6807\u95f4\u7684\u9690\u542b\u5173\u8054\n<\/li>\n<li><strong>\u91cf\u5b50\u8ba1\u7b97\u4f18\u5316<\/strong>\uff1a\u5728PB\u7ea7\u89c2\u6d4b\u6570\u636e\u4e2d\u5feb\u901f\u5b9a\u4f4d\u5f02\u5e38\u6a21\u5f0f\n<\/li>\n<li><strong>\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f<\/strong>\uff1a\u57285G 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