{"id":37113,"date":"2025-04-18T10:48:54","date_gmt":"2025-04-18T02:48:54","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37113"},"modified":"2025-04-18T10:48:54","modified_gmt":"2025-04-18T02:48:54","slug":"%e5%85%a8%e6%a0%88%e9%93%be%e8%b7%af%e8%bf%bd%e8%b8%aa%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%ae%89%e5%85%a8%e5%ae%a1%e8%ae%a1%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37113.html","title":{"rendered":"\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u652f\u6301\u5b89\u5168\u5ba1\u8ba1\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/04\/67F2a.jpg\" alt=\"\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u5982\u4f55\u652f\u6301\u5b89\u5168\u5ba1\u8ba1\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c\u4f01\u4e1a\u7cfb\u7edf\u67b6\u6784\u65e5\u76ca\u590d\u6742\uff0c\u6bcf\u4e00\u6b21\u7528\u6237\u70b9\u51fb\u90fd\u53ef\u80fd\u89e6\u53d1\u8de8\u6570\u5341\u4e2a\u670d\u52a1\u7684\u8c03\u7528\u94fe\u3002\u5f53\u5b89\u5168\u4e8b\u4ef6\u53d1\u751f\u65f6\uff0c\u4f20\u7edf\u7684\u65e5\u5fd7\u5ba1\u8ba1\u5f80\u5f80\u50cf\u5728\u8ff7\u96fe\u4e2d\u5bfb\u627e\u62fc\u56fe\u788e\u7247\u2014\u2014\u8017\u65f6\u3001\u4f4e\u6548\u4e14\u5bb9\u6613\u9057\u6f0f\u5173\u952e\u8bc1\u636e\u30022023\u5e74Verizon\u6570\u636e\u6cc4\u9732\u8c03\u67e5\u62a5\u544a\u663e\u793a\uff0c<strong>83%\u7684\u5b89\u5168\u4e8b\u4ef6\u9700\u8981\u8d85\u8fc7\u4e00\u5468\u624d\u80fd\u5b8c\u6210<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u6839\u56e0\u5206\u6790<\/a><\/strong>\uff0c\u8fd9\u79cd\u6ede\u540e\u6027\u6b63\u8feb\u4f7f\u4f01\u4e1a\u91cd\u65b0\u5ba1\u89c6\u5b89\u5168\u5ba1\u8ba1\u7684\u6280\u672f\u652f\u6491\u4f53\u7cfb\u3002\u800c<strong>\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u6280\u672f<\/strong>\uff08Full-Stack Distributed Tracing\uff09\u7684\u5d1b\u8d77\uff0c\u6070\u597d\u4e3a\u7834\u89e3\u8fd9\u4e00\u56f0\u5c40\u63d0\u4f9b\u4e86\u5168\u65b0\u601d\u8def\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u5168\u6808\u94fe\u8def\u8ffd\u8e2a-\u7a7f\u900f\u7cfb\u7edf\u9ed1\u76d2\u7684-x\u5149\u673a\">\u4e00\u3001\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff1a\u7a7f\u900f\u7cfb\u7edf\u9ed1\u76d2\u7684\u201cX\u5149\u673a\u201d<\/h3>\n<p>\u73b0\u4ee3\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u7b80\u5355\u7684\u652f\u4ed8\u64cd\u4f5c\u53ef\u80fd\u6d89\u53ca\u524d\u7aef\u7f51\u5173\u3001\u8eab\u4efd\u8ba4\u8bc1\u3001\u5e93\u5b58\u670d\u52a1\u3001\u652f\u4ed8\u63a5\u53e3\u7b49\u591a\u4e2a\u7ec4\u4ef6\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4ec5\u80fd\u5448\u73b0\u5355\u70b9\u72b6\u6001\uff0c\u72b9\u5982\u76f2\u4eba\u6478\u8c61\u3002<strong>\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u901a\u8fc7\u552f\u4e00Trace ID\u4e32\u8054\u6240\u6709\u670d\u52a1\u8282\u70b9<\/strong>\uff0c\u4ee5\u53ef\u89c6\u5316\u62d3\u6251\u56fe\u8fd8\u539f\u5b8c\u6574\u7684\u8bf7\u6c42\u8def\u5f84\u3002\u8fd9\u79cd\u80fd\u529b\u4e0d\u4ec5\u4f18\u5316\u4e86\u7cfb\u7edf\u6027\u80fd\u5206\u6790\uff0c\u66f4\u5728\u5b89\u5168\u9886\u57df\u5c55\u73b0\u51fa\u72ec\u7279\u4ef7\u503c\u3002<\/p>\n<p>\u4f8b\u5982\u67d0\u7535\u5546\u5e73\u53f0\u66fe\u906d\u9047\u8ba2\u5355\u7be1\u6539\u653b\u51fb\uff0c\u5b89\u5168\u56e2\u961f\u901a\u8fc7\u94fe\u8def\u8ffd\u8e2a\u53d1\u73b0\u5f02\u5e38\u8bf7\u6c42\u7ed5\u8fc7\u4e86\u9274\u6743\u670d\u52a1\uff0c\u76f4\u63a5\u8c03\u7528\u4e86\u6570\u636e\u5e93\u5199\u5165\u63a5\u53e3\u3002<strong>Trace\u65e5\u5fd7\u4e2d\u6b8b\u7559\u7684\u8c03\u7528\u65f6\u5e8f\u4e0e\u53c2\u6570\u53d8\u5316<\/strong>\uff0c\u76f4\u63a5\u9501\u5b9a\u4e86\u88ab\u6076\u610f\u5229\u7528\u7684API\u7f51\u5173\u914d\u7f6e\u6f0f\u6d1e\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u5b89\u5168\u5ba1\u8ba1\u7684\u4e09\u5927\u6838\u5fc3\u75db\u70b9\u4e0e\u94fe\u8def\u8ffd\u8e2a\u89e3\u6cd5\">\u4e8c\u3001\u5b89\u5168\u5ba1\u8ba1\u7684\u4e09\u5927\u6838\u5fc3\u75db\u70b9\u4e0e\u94fe\u8def\u8ffd\u8e2a\u89e3\u6cd5<\/h3>\n<h4 id=\"1-\u5f02\u5e38\u884c\u4e3a\u68c0\u6d4b-\u4ece\u5355\u70b9\u544a\u8b66\u5230\u56e0\u679c\u94fe\u5206\u6790\">1. <strong>\u5f02\u5e38\u884c\u4e3a\u68c0\u6d4b\uff1a\u4ece\u5355\u70b9\u544a\u8b66\u5230\u56e0\u679c\u94fe\u5206\u6790<\/strong><\/h4>\n<p>\u4f20\u7edf\u57fa\u4e8e\u89c4\u5219\u7684IDS\u7cfb\u7edf\u5e38\u4ea7\u751f\u5927\u91cf\u8bef\u62a5\uff0c\u5b89\u5168\u5de5\u7a0b\u5e08\u9700\u8981\u4eba\u5de5\u7b5b\u9009\u6d77\u91cf\u544a\u8b66\u3002\u800c\u94fe\u8def\u8ffd\u8e2a\u6784\u5efa\u7684\u4e0a\u4e0b\u6587\u5173\u7cfb\u56fe\u8c31\uff0c\u80fd\u81ea\u52a8\u8bc6\u522b\u975e\u5e38\u89c4\u8c03\u7528\u6a21\u5f0f\u3002\u6bd4\u5982\u5f53\u67d0\u4e2a\u5ba2\u670d\u8d26\u53f7\u7a81\u7136\u9ad8\u9891\u8bbf\u95ee\u8d22\u52a1\u7cfb\u7edf\u65f6\uff0c<strong>\u5173\u8054\u7684Trace\u6570\u636e\u53ef\u63ed\u793a\u5176\u662f\u5426\u901a\u8fc7\u6b63\u5e38\u4e1a\u52a1\u94fe\u6761\u53d1\u8d77\u8bbf\u95ee<\/strong>\uff0c\u800c\u975e\u66b4\u529b\u7834\u89e3\u540e\u95e8\u3002<\/p>\n<h4 id=\"2-\u6743\u9650\u6ee5\u7528\u8ffd\u6eaf-\u52a8\u6001\u6743\u9650\u8fb9\u754c\u7684\u900f\u89c6\">2. <strong>\u6743\u9650\u6ee5\u7528\u8ffd\u6eaf\uff1a\u52a8\u6001\u6743\u9650\u8fb9\u754c\u7684\u900f\u89c6<\/strong><\/h4>\n<p>\u5728\u96f6\u4fe1\u4efb\u67b6\u6784\u4e0b\uff0c\u6bcf\u6b21\u8d44\u6e90\u8bbf\u95ee\u90fd\u9700\u8981\u52a8\u6001\u6388\u6743\u3002\u67d0\u91d1\u878d\u673a\u6784\u901a\u8fc7\u5c06IAM\u7b56\u7565\u6267\u884c\u65e5\u5fd7\u6ce8\u5165Trace\u4e0a\u4e0b\u6587\uff0c\u5b9e\u73b0\u4e86<strong>\u7ec6\u7c92\u5ea6\u6743\u9650\u4f7f\u7528\u8ffd\u8e2a<\/strong>\u3002\u5ba1\u8ba1\u4eba\u5458\u53ef\u6e05\u6670\u770b\u5230\u201c\u7528\u6237A\u572812:05\u901a\u8fc7\u79fb\u52a8\u7aefAPP\u8c03\u7528\u98ce\u63a7\u6a21\u578b\u670d\u52a1\u201d\u7684\u5168\u94fe\u6761\u9274\u6743\u8fc7\u7a0b\uff0c\u5305\u62ecOAuth\u4ee4\u724c\u4f20\u9012\u8def\u5f84\u4e0e\u4e34\u65f6\u6743\u9650\u751f\u6548\u65f6\u6bb5\u3002<\/p>\n<h4 id=\"3-\u6570\u636e\u6cc4\u9732\u6eaf\u6e90-\u5efa\u7acb\u5b8c\u6574\u7684\u6570\u636e\u6d41\u52a8\u6863\u6848\">3. <strong>\u6570\u636e\u6cc4\u9732\u6eaf\u6e90\uff1a\u5efa\u7acb\u5b8c\u6574\u7684\u6570\u636e\u6d41\u52a8\u6863\u6848<\/strong><\/h4>\n<p>GDPR\u7b49\u6cd5\u89c4\u8981\u6c42\u4f01\u4e1a\u8bc1\u660e\u6570\u636e\u751f\u547d\u5468\u671f\u5408\u89c4\u6027\u3002\u5f53\u67d0\u793e\u4ea4\u5e73\u53f0\u53d1\u751f\u7528\u6237\u9690\u79c1\u6cc4\u9732\u65f6\uff0c\u901a\u8fc7\u68c0\u7d22\u5305\u542b\u654f\u611f\u5b57\u6bb5\u7684Trace\u8bb0\u5f55\uff0c<strong>\u53ef\u9006\u5411\u8fd8\u539f\u6570\u636e\u4eceMySQL\u96c6\u7fa4\u5230\u7f13\u5b58\u670d\u52a1\u3001\u518d\u5230\u7b2c\u4e09\u65b9\u6570\u636e\u5206\u6790\u63a5\u53e3\u7684\u5b8c\u6574\u6d41\u8f6c\u8def\u5f84<\/strong>\uff0c\u7cbe\u51c6\u5b9a\u4f4d\u672a\u8131\u654f\u4f20\u8f93\u7684\u5177\u4f53\u73af\u8282\u3002<\/p>\n<hr>\n<h3 id=\"\u4e09-\u6784\u5efa\u5b89\u5168\u589e\u5f3a\u578b\u8ffd\u8e2a\u4f53\u7cfb\u7684\u4e94\u4e2a\u5b9e\u8df5\u8981\u70b9\">\u4e09\u3001\u6784\u5efa\u5b89\u5168\u589e\u5f3a\u578b\u8ffd\u8e2a\u4f53\u7cfb\u7684\u4e94\u4e2a\u5b9e\u8df5\u8981\u70b9<\/h3>\n<ol>\n<li>\n<p><strong>\u4e0a\u4e0b\u6587\u6ce8\u5165\u6807\u51c6\u5316<\/strong><br \/>\n\u5728<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">OpenTelemetry<\/a>\u7b49\u6846\u67b6\u57fa\u7840\u4e0a\uff0c\u6269\u5c55\u5b89\u5168\u76f8\u5173\u5143\u6570\u636e\u91c7\u96c6\uff1a\u7528\u6237\u8eab\u4efd\u6807\u7b7e\u3001\u5730\u7406\u4f4d\u7f6e\u3001\u8bbe\u5907\u6307\u7eb9\u7b49\u3002\u67d0\u8de8\u56fd\u4f01\u4e1a\u901a\u8fc7\u5728Span\u4e2d\u5d4c\u5165<strong>OWASP\u5a01\u80c1\u7c7b\u578b\u6807\u8bc6\u7801<\/strong>\uff0c\u4f7f10%\u7684\u5b89\u5168\u4e8b\u4ef6\u80fd\u5728\u8ffd\u8e2a\u7cfb\u7edf\u5185\u81ea\u52a8\u5b8c\u6210\u521d\u6b65\u5206\u7c7b\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u654f\u611f\u64cd\u4f5c\u67d3\u8272\u6280\u672f<\/strong><br \/>\n\u5bf9\u6d89\u53ca\u5bc6\u7801\u4fee\u6539\u3001\u6743\u9650\u53d8\u66f4\u7b49\u9ad8\u5371\u64cd\u4f5c\uff0c\u91c7\u7528<strong>\u53cc\u500d\u91c7\u6837\u7387+\u6301\u4e45\u5316\u5b58\u50a8\u7b56\u7565<\/strong>\u3002\u4e91\u8ba1\u7b97\u5382\u5546\u7684\u5b9e\u8df5\u8868\u660e\uff0c\u8fd9\u79cd\u201c\u5173\u952e\u64cd\u4f5c\u5168\u8bb0\u5f55\u201d\u673a\u5236\u53ef\u5c06\u4e8b\u540e\u53d6\u8bc1\u6548\u7387\u63d0\u534760%\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5b9e\u65f6\u6d41\u5904\u7406\u67b6\u6784<\/strong><br \/>\n\u7ed3\u5408Flink\/Kafka\u6784\u5efa\u4f4e\u5ef6\u8fdf\u5206\u6790\u7ba1\u9053\uff0c\u5f53\u68c0\u6d4b\u5230\u7279\u5b9a\u653b\u51fb\u7279\u5f81\uff08\u5982SQL\u6ce8\u5165\u6a21\u5f0f\uff09\u65f6\uff0c<strong>\u52a8\u6001\u89e6\u53d1<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5168\u94fe\u8def\u8ffd\u8e2a<\/a>\u6355\u83b7<\/strong>\u3002\u67d0\u94f6\u884c\u90e8\u7f72\u8be5\u65b9\u6848\u540e\uff0c\u6210\u529f\u5c06APT\u653b\u51fb\u7684\u53d1\u73b0\u65f6\u95f4\u4ece14\u5929\u7f29\u77ed\u81f37\u5c0f\u65f6\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u6743\u9650\u56fe\u8c31\u53e0\u52a0\u5206\u6790<\/strong><br \/>\n\u5c06\u8ffd\u8e2a\u6570\u636e\u4e0eRBAC\u7b56\u7565\u5e93\u8fdb\u884c\u56fe\u5173\u8054\u8ba1\u7b97\uff0c\u81ea\u52a8\u8bc6\u522b<strong>\u975e\u5e38\u89c4\u6743\u9650\u7ec4\u5408\u8c03\u7528\u94fe<\/strong>\u3002\u5b89\u5168\u56e2\u961f\u66fe\u53d1\u73b0\u67d0\u7cfb\u7edf\u5b58\u5728\u201c\u5ba2\u670d\u89d2\u8272\u2192\u8ba2\u5355\u670d\u52a1\u2192\u6570\u636e\u5e93\u7ba1\u7406\u5458\u63a5\u53e3\u201d\u7684\u5f02\u5e38\u8dc3\u8fc1\u8def\u5f84\uff0c\u53ca\u65f6\u5c01\u5835\u4e86\u63d0\u6743\u6f0f\u6d1e\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u5408\u89c4\u8bc1\u636e\u94fe\u5c01\u88c5<\/strong><br \/>\n\u6309\u7167ISO 27034\u6807\u51c6\uff0c\u5c06\u8ffd\u8e2a\u65e5\u5fd7\u3001\u6570\u5b57\u7b7e\u540d\u3001\u65f6\u95f4\u6233\u5c01\u88c5\u4e3a\u4e0d\u53ef\u7be1\u6539\u7684\u8bc1\u636e\u5305\u3002\u5728\u4e91\u670d\u52a1\u5546\u7684\u5b89\u5168\u5ba1\u8ba1\u6848\u4f8b\u4e2d\uff0c\u8fd9\u7c7b<strong>\u53ef\u9a8c\u8bc1\u7684\u7535\u5b50\u8bc1\u636e<\/strong>\u4f7f\u5408\u89c4\u5ba1\u67e5\u901a\u8fc7\u7387\u63d0\u9ad845%\u3002<\/p>\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u56db-\u6280\u672f\u6f14\u8fdb\u7684\u4e0b\u4e00\u7ad9-ai\u9a71\u52a8\u7684\u667a\u80fd\u5173\u8054\u5206\u6790\">\u56db\u3001\u6280\u672f\u6f14\u8fdb\u7684\u4e0b\u4e00\u7ad9\uff1aAI\u9a71\u52a8\u7684\u667a\u80fd\u5173\u8054\u5206\u6790<\/h3>\n<p>\u5f53\u524d\u4e3b\u6d41\u7684\u8ffd\u8e2a\u7cfb\u7edf\u4ecd\u4f9d\u8d56\u9884\u5b9a\u4e49\u89c4\u5219\uff0c\u800cMITRE 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Distributed Tracing\uff09\u7684\u5d1b\u8d77\uff0c\u6070\u597d\u4e3a\u7834\u89e3\u8fd9\u4e00\u56f0\u5c40\u63d0\u4f9b\u4e86\u5168\u65b0\u601d\u8def\u3002 \u4e00\u3001\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\uff1a\u7a7f\u900f\u7cfb\u7edf\u9ed1\u76d2\u7684\u201cX\u5149\u673a\u201d \u73b0\u4ee3\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u7b80\u5355\u7684\u652f\u4ed8\u64cd\u4f5c\u53ef\u80fd\u6d89\u53ca\u524d\u7aef\u7f51\u5173\u3001\u8eab\u4efd\u8ba4\u8bc1\u3001\u5e93\u5b58\u670d\u52a1\u3001\u652f\u4ed8\u63a5\u53e3\u7b49\u591a\u4e2a\u7ec4\u4ef6\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u4ec5\u80fd\u5448\u73b0\u5355\u70b9\u72b6\u6001\uff0c\u72b9\u5982\u76f2\u4eba\u6478\u8c61\u3002\u5168\u6808\u94fe\u8def\u8ffd\u8e2a\u901a\u8fc7\u552f\u4e00Trace 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