{"id":37578,"date":"2025-04-18T11:43:02","date_gmt":"2025-04-18T03:43:02","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37578"},"modified":"2025-04-18T11:43:02","modified_gmt":"2025-04-18T03:43:02","slug":"%e4%ba%91%e5%8e%9f%e7%94%9f%e5%8f%af%e8%a7%82%e6%b5%8b%e6%80%a7%e5%a6%82%e4%bd%95%e7%9b%91%e6%8e%a7%e4%ba%91%e5%ad%98%e5%82%a8%e6%80%a7%e8%83%bd%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37578.html","title":{"rendered":"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u76d1\u63a7\u4e91\u5b58\u50a8\u6027\u80fd\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/1K9g89L5.jpg\" alt=\"\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u76d1\u63a7\u4e91\u5b58\u50a8\u6027\u80fd\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p><strong>\u524d\u8a00<\/strong><br 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Observability\uff09\u7ed9\u51fa\u4e86\u7b54\u6848\u3002\u5b83\u4e0d\u4ec5\u662f\u4e00\u79cd\u6280\u672f\u624b\u6bb5\uff0c\u66f4\u662f\u4e00\u79cd\u9762\u5411\u672a\u6765\u7684\u8fd0\u7ef4\u54f2\u5b66\uff0c\u901a\u8fc7<strong>\u591a\u7ef4\u6570\u636e\u91c7\u96c6\u3001\u667a\u80fd\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong>\uff0c\u4e3a\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u63d0\u4f9b\u4e86<strong>\u5b9e\u65f6\u3001\u7cbe\u51c6\u3001\u53ef\u884c\u52a8\u7684\u6d1e\u5bdf\u529b<\/strong>\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42\">\u4e00\u3001\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42<\/h3>\n<p>\u4e91\u5b58\u50a8\u7684\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u4e0e\u4e1a\u52a1\u8fde\u7eed\u6027\u3002\u4f8b\u5982\uff0c\u67d0\u7535\u5546\u5e73\u53f0\u7684\u5546\u54c1\u8be6\u60c5\u9875\u52a0\u8f7d\u5ef6\u8fdf\u82e5\u56e0\u5b58\u50a8\u54cd\u5e94\u6162\u800c\u589e\u52a0100\u6beb\u79d2\uff0c\u53ef\u80fd\u5bfc\u81f4\u8f6c\u5316\u7387\u4e0b\u964d7%\u3002\u7136\u800c\uff0c\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u4e91\u5b58\u50a8\u7684\u52a8\u6001\u7279\u6027\uff1a<\/p>\n<ol>\n<li><strong>\u5206\u5e03\u5f0f\u67b6\u6784\u7684\u590d\u6742\u6027<\/strong>\uff1a\u8de8\u8282\u70b9\u7684\u6570\u636e\u8bfb\u5199\u3001\u526f\u672c\u540c\u6b65\u3001\u7f51\u7edc\u62e5\u585e\u7b49\u95ee\u9898\u96be\u4ee5\u901a\u8fc7\u5355\u4e00\u6307\u6807\u5b9a\u4f4d\u3002\n<\/li>\n<li><strong>\u5f39\u6027\u6269\u7f29\u5bb9\u7684\u4e0d\u53ef\u9884\u6d4b\u6027<\/strong>\uff1a\u81ea\u52a8\u4f38\u7f29\u7684\u5b58\u50a8\u5b9e\u4f8b\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u57fa\u7ebf\u6ce2\u52a8\uff0c\u4f20\u7edf\u9608\u503c\u544a\u8b66\u5bb9\u6613\u5931\u6548\u3002\n<\/li>\n<li><strong>\u591a\u79df\u6237\u73af\u5883\u7684\u8d44\u6e90\u7ade\u4e89<\/strong>\uff1a\u5171\u4eab\u5b58\u50a8\u6c60\u4e2d\uff0c\u67d0\u4e00\u79df\u6237\u7684\u5f02\u5e38I\/O\u64cd\u4f5c\u53ef\u80fd\u5f15\u53d1\u201c\u566a\u58f0\u90bb\u5c45\u6548\u5e94\u201d\u3002\n<\/li>\n<\/ol>\n<p>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u9700\u8986\u76d6\u4e09\u5927\u6838\u5fc3\u6307\u6807\uff1a<\/p>\n<ul>\n<li><strong>\u5ef6\u8fdf\uff08Latency\uff09<\/strong>\uff1a\u4ece\u5ba2\u6237\u7aef\u8bf7\u6c42\u5230\u5b58\u50a8\u7cfb\u7edf\u54cd\u5e94\u7684\u8017\u65f6\uff0c\u9700\u533a\u5206\u5e73\u5747\u5ef6\u8fdf\u4e0e\u957f\u5c3e\u5ef6\u8fdf\uff08\u5982P99\uff09\u3002\n<\/li>\n<li><strong>\u541e\u5410\u91cf\uff08Throughput\uff09<\/strong>\uff1a\u5355\u4f4d\u65f6\u95f4\u5185\u6210\u529f\u5904\u7406\u7684\u8bfb\u5199\u64cd\u4f5c\u91cf\uff0c\u9700\u5173\u8054\u4e1a\u52a1\u8d1f\u8f7d\u8d8b\u52bf\u3002\n<\/li>\n<li><strong>\u9519\u8bef\u7387\uff08Error Rate\uff09<\/strong>\uff1a\u5305\u62ec\u8d85\u65f6\u3001\u6743\u9650\u9519\u8bef\u3001\u5b58\u50a8\u914d\u989d\u4e0d\u8db3\u7b49\u5f02\u5e38\u72b6\u6001\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e8c-\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6280\u672f\u67b6\u6784\u4e0e\u5b9e\u8df5\">\u4e8c\u3001\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6280\u672f\u67b6\u6784\u4e0e\u5b9e\u8df5<\/h3>\n<p>\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7<strong>\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u3001\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\u7684\u4e09\u4f4d\u4e00\u4f53\uff0c\u6784\u5efa\u7aef\u5230\u7aef\u7684\u76d1\u63a7\u80fd\u529b\u3002\u5728\u4e91\u5b58\u50a8\u573a\u666f\u4e2d\uff0c\u5176\u843d\u5730\u9700\u7ed3\u5408\u4ee5\u4e0b\u5173\u952e\u6280\u672f\uff1a<\/p>\n<h4 id=\"1-\u6307\u6807\u91c7\u96c6\u4e0e\u5b58\u50a8\u4f18\u5316\">1. <strong>\u6307\u6807\u91c7\u96c6\u4e0e\u5b58\u50a8\u4f18\u5316<\/strong><\/h4>\n<ul>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\u4e0eExporters<\/strong>\uff1a\u901a\u8fc7\u90e8\u7f72\u4e0e\u5b58\u50a8\u670d\u52a1\u517c\u5bb9\u7684Exporter\uff08\u5982Ceph Exporter\u3001MinIO Exporter\uff09\uff0c\u5b9e\u65f6\u6293\u53d6\u78c1\u76d8I\/O\u3001\u7f51\u7edc\u5e26\u5bbd\u3001\u8bf7\u6c42\u961f\u5217\u6df1\u5ea6\u7b49\u6307\u6807\u3002\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u6307\u6807\u6269\u5c55<\/strong>\uff1a\u9488\u5bf9\u7279\u5b9a\u5b58\u50a8\u5f15\u64ce\uff08\u5982AWS S3\u3001Google Cloud Storage\uff09\uff0c\u901a\u8fc7SDK\u6ce8\u5165\u4e1a\u52a1\u7ef4\u5ea6\u7684\u6807\u7b7e\uff08\u5982\u79df\u6237ID\u3001\u5b58\u50a8\u6876\u540d\u79f0\uff09\uff0c\u5b9e\u73b0\u7ec6\u7c92\u5ea6\u5206\u6790\u3002\n<\/li>\n<\/ul>\n<p><em>\u793a\u4f8b\uff1a\u67d0\u89c6\u9891\u5e73\u53f0\u901a\u8fc7\u4e3a\u6bcf\u4e2a\u7528\u6237\u6876\u6253\u6807\uff0c\u53d1\u73b0\u67d0\u533a\u57df\u5b58\u50a8\u6876\u7684PUT\u8bf7\u6c42\u5ef6\u8fdf\u663e\u8457\u9ad8\u4e8e\u5176\u4ed6\u533a\u57df\uff0c\u6700\u7ec8\u5b9a\u4f4d\u5230\u8de8\u533a\u590d\u5236\u7b56\u7565\u914d\u7f6e\u9519\u8bef\u3002<\/em><\/p>\n<h4 id=\"2-\u65e5\u5fd7\u7684\u4e0a\u4e0b\u6587\u5173\u8054\">2. <strong>\u65e5\u5fd7\u7684\u4e0a\u4e0b\u6587\u5173\u8054<\/strong><\/h4>\n<p>\u4e91\u5b58\u50a8\u65e5\u5fd7\u901a\u5e38\u5305\u542b\u8bf7\u6c42\u8be6\u60c5\uff08\u5982HTTP\u72b6\u6001\u7801\u3001\u64cd\u4f5c\u7c7b\u578b\u3001\u8d44\u6e90\u8def\u5f84\uff09\uff0c\u4f46\u6d77\u91cf\u65e5\u5fd7\u7684\u5b9e\u65f6\u5206\u6790\u662f\u4e00\u5927\u6311\u6218\u3002\u4e91\u539f\u751f\u65b9\u6848\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u4f18\u5316\uff1a<\/p>\n<ul>\n<li><strong>Fluentd\u4e0eOpenSearch<\/strong>\uff1a\u4f7f\u7528Fluentd\u8fdb\u884c\u65e5\u5fd7\u8fc7\u6ee4\u4e0e\u7ed3\u6784\u5316\uff0c\u63d0\u53d6\u5173\u952e\u5b57\u6bb5\uff08\u5982\u8bf7\u6c42ID\u3001\u9519\u8bef\u7801\uff09\uff0c\u5e76\u5b58\u5165OpenSearch\u5b9e\u73b0\u5feb\u901f\u68c0\u7d22\u3002\n<\/li>\n<li><strong>\u5173\u8054\u8ffd\u8e2a\u4e0e\u6307\u6807<\/strong>\uff1a\u501f\u52a9OpenTelemetry\uff0c\u5c06\u65e5\u5fd7\u4e2d\u7684\u8bf7\u6c42ID\u4e0e<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff08Tracing\uff09\u6570\u636e\u5173\u8054\uff0c\u5feb\u901f\u5b9a\u4f4d\u6162\u8bf7\u6c42\u7684\u5b8c\u6574\u8c03\u7528\u94fe\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u6df1\u5ea6\u5e94\u7528\">3. <strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7684\u6df1\u5ea6\u5e94\u7528<\/strong><\/h4>\n<p>\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u6b21\u6587\u4ef6\u4e0a\u4f20\u53ef\u80fd\u6d89\u53ca\u8eab\u4efd\u9a8c\u8bc1\u3001\u6570\u636e\u5206\u7247\u3001\u52a0\u5bc6\u3001\u591a\u526f\u672c\u5199\u5165\u7b49\u591a\u4e2a\u670d\u52a1\u3002\u901a\u8fc7<strong>Jaeger\u6216Zipkin<\/strong>\uff0c\u53ef\u7ed8\u5236\u5b58\u50a8\u8bf7\u6c42\u7684\u5168\u751f\u547d\u5468\u671f\u89c6\u56fe\uff1a<\/p>\n<ul>\n<li><strong>\u8de8\u670d\u52a1\u5ef6\u8fdf\u5206\u6790<\/strong>\uff1a\u8bc6\u522b\u52a0\u5bc6\u6a21\u5757\u7684CPU\u74f6\u9888\u6216\u8de8\u53ef\u7528\u533a\u590d\u5236\u7684\u7f51\u7edc\u6296\u52a8\u3002\n<\/li>\n<li><strong>\u4f9d\u8d56\u62d3\u6251\u53ef\u89c6\u5316<\/strong>\uff1a\u81ea\u52a8\u751f\u6210\u5b58\u50a8\u670d\u52a1\u4e0e\u5176\u4ed6\u5fae\u670d\u52a1\uff08\u5982\u6570\u636e\u5e93\u3001\u6d88\u606f\u961f\u5217\uff09\u7684\u4f9d\u8d56\u5173\u7cfb\u56fe\uff0c\u9884\u9632\u7ea7\u8054\u6545\u969c\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u4ece\u76d1\u63a7\u5230\u6d1e\u5bdf-\u667a\u80fd\u5206\u6790\u4e0e\u544a\u8b66\u7b56\u7565\">\u4e09\u3001\u4ece\u76d1\u63a7\u5230\u6d1e\u5bdf\uff1a\u667a\u80fd\u5206\u6790\u4e0e\u544a\u8b66\u7b56\u7565<\/h3>\n<p>\u6570\u636e\u91c7\u96c6\u4ec5\u662f\u7b2c\u4e00\u6b65\uff0c\u5982\u4f55\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u63d0\u70bc\u4ef7\u503c\uff0c\u662f\u4e91\u539f\u751f\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u76ee\u6807\u3002<\/p>\n<h4 id=\"1-\u57fa\u7ebf\u5206\u6790\u4e0e\u5f02\u5e38\u68c0\u6d4b\">1. <strong>\u57fa\u7ebf\u5206\u6790\u4e0e\u5f02\u5e38\u68c0\u6d4b<\/strong><\/h4>\n<ul>\n<li><strong>\u52a8\u6001\u57fa\u7ebf\u7b97\u6cd5<\/strong>\uff1a\u5229\u7528\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\uff08\u5982Facebook Prophet\uff09\uff0c\u81ea\u52a8\u8ba1\u7b97\u4e0d\u540c\u65f6\u95f4\u6bb5\uff08\u5de5\u4f5c\u65e5\/\u8282\u5047\u65e5\uff09\u7684\u6027\u80fd\u57fa\u7ebf\uff0c\u51cf\u5c11\u8bef\u544a\u8b66\u3002\n<\/li>\n<li><strong>\u591a\u7ef4\u5ea6\u4e0b\u94bb<\/strong>\uff1a\u5f53\u5b58\u50a8\u5ef6\u8fdf\u7a81\u589e\u65f6\uff0c\u53ef\u5feb\u901f\u6309\u5730\u57df\u3001\u5b58\u50a8\u7c7b\u578b\u3001\u64cd\u4f5c\u7c7b\u578b\u7b49\u7ef4\u5ea6\u4e0b\u94bb\uff0c\u5b9a\u4f4d\u70ed\u70b9\u95ee\u9898\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u6839\u56e0\u5206\u6790-rca-\u81ea\u52a8\u5316\">2. <strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a>\uff08RCA\uff09\u81ea\u52a8\u5316<\/strong><\/h4>\n<p>\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff08\u5982\u51b3\u7b56\u6811\u3001\u805a\u7c7b\u5206\u6790\uff09\uff0c\u5c06\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ffd\u8e2a\u6570\u636e\u5173\u8054\uff0c\u751f\u6210\u6839\u56e0\u5047\u8bbe\u3002\u4f8b\u5982\uff1a<\/p>\n<ul>\n<li><strong>\u5173\u8054\u7f51\u7edc\u4e22\u5305\u4e0e\u5b58\u50a8\u8d85\u65f6<\/strong>\uff1a\u82e5\u67d0\u53ef\u7528\u533a\u7684\u5b58\u50a8\u8282\u70b9\u540c\u65f6\u51fa\u73b0TCP\u91cd\u4f20\u7387\u4e0a\u5347\u4e0e\u8bf7\u6c42\u8d85\u65f6\uff0c\u53ef\u81ea\u52a8\u63d0\u793a\u201c\u7f51\u7edc\u94fe\u8def\u6545\u969c\u201d\u3002\n<\/li>\n<li><strong>\u8d44\u6e90\u7ade\u4e89\u8bc6\u522b<\/strong>\uff1a\u68c0\u6d4b\u5230\u540c\u4e00\u7269\u7406\u4e3b\u673a\u4e0a\u7684\u591a\u4e2a\u5b58\u50a8\u5b9e\u4f8bCPU\u4f7f\u7528\u7387\u540c\u6b65\u98d9\u5347\u65f6\uff0c\u89e6\u53d1\u8d44\u6e90\u8c03\u5ea6\u4f18\u5316\u5efa\u8bae\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u544a\u8b66\u5206\u7ea7\u4e0e\u884c\u52a8\u6307\u5357\">3. <strong>\u544a\u8b66\u5206\u7ea7\u4e0e\u884c\u52a8\u6307\u5357<\/strong><\/h4>\n<p>\u907f\u514d\u201c\u544a\u8b66\u75b2\u52b3\u201d\u7684\u5173\u952e\u662f\u7cbe\u7ec6\u5316\u5206\u7ea7\uff1a<\/p>\n<ul>\n<li><strong>P0\u7ea7\uff08\u7acb\u5373\u884c\u52a8\uff09<\/strong>\uff1a\u5982\u5b58\u50a8\u6876\u53ef\u7528\u5bb9\u91cf\u4f4e\u4e8e5%\uff0c\u6216\u5199\u64cd\u4f5c\u9519\u8bef\u7387\u8d85\u8fc710%\u3002\n<\/li>\n<li><strong>P1\u7ea7\uff08\u8c03\u67e5\u9884\u8b66\uff09<\/strong>\uff1a\u5982\u8bfb\u53d6\u5ef6\u8fdfP99\u503c\u8fde\u7eed3\u4e2a\u5468\u671f\u8d85\u8fc7\u57fa\u7ebf20%\u3002\n<\/li>\n<li><strong>\u81ea\u52a8\u4fee\u590d\u8054\u52a8<\/strong>\uff1a\u4e0eKubernetes Operators\u6216Terraform\u7ed3\u5408\uff0c\u5b9e\u73b0\u5b58\u50a8\u5377\u81ea\u52a8\u6269\u5bb9\u6216\u6545\u969c\u8282\u70b9\u66ff\u6362\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u56db-\u6700\u4f73\u5b9e\u8df5\u4e0e\u5de5\u5177\u94fe\u9009\u578b\">\u56db\u3001\u6700\u4f73\u5b9e\u8df5\u4e0e\u5de5\u5177\u94fe\u9009\u578b<\/h3>\n<h4 id=\"1-\u5f00\u6e90\u4e0e\u5546\u4e1a\u5316\u65b9\u6848\u5bf9\u6bd4\">1. <strong>\u5f00\u6e90\u4e0e\u5546\u4e1a\u5316\u65b9\u6848\u5bf9\u6bd4<\/strong><\/h4>\n<ul>\n<li><strong>\u5f00\u6e90\u7ec4\u5408<\/strong>\uff1a<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">Prometheus<\/a>\uff08\u6307\u6807\uff09+ Loki\uff08\u65e5\u5fd7\uff09+ Tempo\uff08\u8ffd\u8e2a\uff09+ Grafana\uff08\u53ef\u89c6\u5316\uff09\uff0c\u9002\u5408\u6280\u672f\u56e2\u961f\u81ea\u4e3b\u638c\u63a7\u3002\n<\/li>\n<li><strong>\u4e00\u4f53\u5316\u5e73\u53f0<\/strong>\uff1aDatadog\u3001New Relic\u7b49\u63d0\u4f9b\u5f00\u7bb1\u5373\u7528\u7684\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u6a21\u677f\uff0c\u4f46\u6210\u672c\u8f83\u9ad8\u3002\n<\/li>\n<\/ul>\n<h4 id=\"2-\u5173\u952e\u914d\u7f6e\u5efa\u8bae\">2. <strong>\u5173\u952e\u914d\u7f6e\u5efa\u8bae<\/strong><\/h4>\n<ul>\n<li><strong>\u91c7\u6837\u7387\u6743\u8861<\/strong>\uff1a\u5168\u91cf\u91c7\u96c6\u8ffd\u8e2a\u6570\u636e\u53ef\u80fd\u5bfc\u81f4\u5b58\u50a8\u5f00\u9500\u6fc0\u589e\uff0c\u5efa\u8bae\u5bf9\u9ad8\u9891\u64cd\u4f5c\uff08\u5982GET\u8bf7\u6c42\uff09\u63091%\u91c7\u6837\u7387\u6355\u83b7\u3002\n<\/li>\n<li><strong>\u957f\u671f\u5b58\u50a8\u4e0e\u51b7\u70ed\u5206\u5c42<\/strong>\uff1a\u5c06\u8d85\u8fc730\u5929\u7684\u5386\u53f2\u6307\u6807\u964d\u7cbe\u5ea6\u5b58\u50a8\u81f3\u5bf9\u8c61\u5b58\u50a8\uff08\u5982AWS S3\uff09\uff0c\u964d\u4f4e\u6210\u672c\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u5b89\u5168\u4e0e\u5408\u89c4\u8003\u91cf\">3. <strong>\u5b89\u5168\u4e0e\u5408\u89c4\u8003\u91cf<\/strong><\/h4>\n<ul>\n<li><strong>\u654f\u611f\u6570\u636e\u8131\u654f<\/strong>\uff1a\u5728\u65e5\u5fd7\u4e2d\u81ea\u52a8\u5c4f\u853d\u542b\u4e2a\u4eba\u4fe1\u606f\u7684\u6587\u4ef6\u8def\u5f84\uff08\u5982<code>\/users\/{id}\/documents<\/code>\uff09\u3002\n<\/li>\n<li><strong>\u5ba1\u8ba1\u8ffd\u8e2a\u96c6\u6210<\/strong>\uff1a\u5c06\u5b58\u50a8\u64cd\u4f5c\u65e5\u5fd7\u5bf9\u63a5SIEM\u7cfb\u7edf\uff08\u5982Splunk\uff09\uff0c\u6ee1\u8db3GDPR\u3001HIPAA\u7b49\u5408\u89c4\u8981\u6c42\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u672a\u6765\u8d8b\u52bf-ai\u9a71\u52a8\u7684\u53ef\u89c2\u6d4b\u6027\">\u4e94\u3001\u672a\u6765\u8d8b\u52bf\uff1aAI\u9a71\u52a8\u7684\u53ef\u89c2\u6d4b\u6027<\/h3>\n<p>\u968f\u7740\u751f\u6210\u5f0fAI\u7684\u7a81\u7834\uff0c\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u6b63\u8fc8\u5411\u201c\u81ea\u4e3b\u8fd0\u7ef4\u201d\u65f6\u4ee3\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u7136\u8bed\u8a00\u67e5\u8be2<\/strong>\uff1a\u901a\u8fc7LLM\u6a21\u578b\u5c06\u201c\u627e\u51fa<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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Observability\uff09\u7ed9\u51fa\u4e86\u7b54\u6848\u3002\u5b83\u4e0d\u4ec5\u662f\u4e00\u79cd\u6280\u672f\u624b\u6bb5\uff0c\u66f4\u662f\u4e00\u79cd\u9762\u5411\u672a\u6765\u7684\u8fd0\u7ef4\u54f2\u5b66\uff0c\u901a\u8fc7\u591a\u7ef4\u6570\u636e\u91c7\u96c6\u3001\u667a\u80fd\u5206\u6790\u4e0e\u53ef\u89c6\u5316\uff0c\u4e3a\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u63d0\u4f9b\u4e86\u5b9e\u65f6\u3001\u7cbe\u51c6\u3001\u53ef\u884c\u52a8\u7684\u6d1e\u5bdf\u529b\u3002 \u4e00\u3001\u4e91\u5b58\u50a8\u6027\u80fd\u76d1\u63a7\u7684\u6311\u6218\u4e0e\u6838\u5fc3\u9700\u6c42 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