{"id":35188,"date":"2025-03-19T09:21:19","date_gmt":"2025-03-19T01:21:19","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=35188"},"modified":"2025-03-19T09:21:19","modified_gmt":"2025-03-19T01:21:19","slug":"ebpf%e5%9c%a8%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%a8%a1%e5%9e%8b%e9%83%a8%e7%bd%b2%e4%b8%ad%e7%9a%84%e4%bd%9c%e7%94%a8%e6%98%af%e4%bb%80%e4%b9%88%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/35188.html","title":{"rendered":"eBPF\u5728\u673a\u5668\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2025\/03\/6Ov43b9.jpg\" alt=\"eBPF\u5728\u673a\u5668\u5b66\u4e60\u6a21\u578b\u90e8\u7f72\u4e2d\u7684\u4f5c\u7528\u662f\u4ec0\u4e48\uff1f\" ><\/p>\n<\/p>\n<hr>\n<p>\u5728\u4e91\u539f\u751f\u4e0e\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6df1\u5ea6\u4ea4\u7ec7\u7684\u4eca\u5929\uff0c\u57fa\u7840\u8bbe\u65bd\u7684\u6548\u7387\u74f6\u9888\u4e0e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u89c4\u6a21\u5316\u90e8\u7f72\u9700\u6c42\u5f62\u6210\u4e86\u5c16\u9510\u77db\u76fe\u3002\u5f53\u5de5\u7a0b\u5e08\u4eec\u8bd5\u56fe\u5c06\u8bad\u7ec3\u597d\u7684ResNet\u3001BERT\u6216GPT\u6a21\u578b\u63a8\u5411\u751f\u4ea7\u73af\u5883\u65f6\uff0c\u5e38\u5e38\u5728\u5f02\u6784\u786c\u4ef6\u8c03\u5ea6\u3001\u5b9e\u65f6\u6d41\u91cf\u63a7\u5236\u3001\u5b89\u5168\u9632\u62a4\u7b49\u73af\u8282\u906d\u9047&rdquo;\u6700\u540e\u4e00\u516c\u91cc&rdquo;\u7684\u90e8\u7f72\u96be\u9898\u3002\u800c\u4e00\u9879\u6e90\u81eaLinux\u5185\u6838\u7684\u9769\u547d\u6027\u6280\u672f\u2014\u2014<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">eBPF<\/a>\uff08Extended Berkeley Packet 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style=\"color:blue\">eBPF<\/a>\u901a\u8fc7\u5728\u5185\u6838\u6001\u690d\u5165\u5b89\u5168\u6c99\u7bb1\u7a0b\u5e8f<\/strong>\uff0c\u80fd\u591f\u76f4\u63a5\u6355\u83b7\u7cfb\u7edf\u8c03\u7528\u3001\u7f51\u7edc\u6570\u636e\u5305\u3001CPU\u8c03\u5ea6\u4e8b\u4ef6\u7b49\u5e95\u5c42\u4fe1\u53f7\u3002\u8fd9\u79cd\u80fd\u529b\u5bf9\u4e8e\u8bca\u65ad\u590d\u6742\u90e8\u7f72\u573a\u666f\u4e2d\u7684\u6027\u80fd\u5f02\u5e38\u5177\u6709\u7a81\u7834\u6027\u4ef7\u503c\uff1a<\/p>\n<ul>\n<li><strong>\u52a8\u6001\u8ffd\u8e2aGPU\u663e\u5b58\u6cc4\u6f0f<\/strong>\uff1a\u501f\u52a9eBPF\u7684uprobe\u529f\u80fd\u6302\u94a9CUDA\u9a71\u52a8API\uff0c\u53ef\u5b9e\u65f6\u8ffd\u8e2a\u6a21\u578b\u63a8\u7406\u8fc7\u7a0b\u4e2d\u663e\u5b58\u5206\u914d\/\u91ca\u653e\u7684\u7cbe\u786e\u8f68\u8ff9\n<\/li>\n<li><strong>\u8de8\u5bb9\u5668\u7f51\u7edc\u74f6\u9888\u5206\u6790<\/strong>\uff1a\u5f53Kubernetes\u96c6\u7fa4\u4e2d\u591a\u4e2a\u6a21\u578b\u670d\u52a1\u56e0\u5171\u4eab\u7f51\u5361\u4ea7\u751f\u5e26\u5bbd\u4e89\u7528\u65f6\uff0ceBPF\u7684XDP\u7a0b\u5e8f\u53ef\u4ee5\u9010\u5305\u89e3\u6790\u7f51\u7edc\u6d41\u91cf\u7279\u5f81\n<\/li>\n<li><strong>\u7ec6\u7c92\u5ea6\u6027\u80fd\u5256\u6790<\/strong>\uff1a\u901a\u8fc7\u5c06eBPF\u4e8b\u4ef6\u4e0ePyTorch\u7684Autograd 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id=\"\u4e09-\u52a8\u6001\u5b89\u5168-\u5b88\u62a4\u6a21\u578b\u670d\u52a1\u7684\u8fd0\u884c\u65f6\u8fb9\u754c\">\u4e09\u3001<strong>\u52a8\u6001\u5b89\u5168\uff1a\u5b88\u62a4\u6a21\u578b\u670d\u52a1\u7684\u8fd0\u884c\u65f6\u8fb9\u754c<\/strong><\/h3>\n<p>\u6a21\u578b\u5373\u670d\u52a1\uff08MaaS\uff09\u7684\u666e\u53ca\u4f7f\u5f97API\u7aef\u70b9\u9762\u4e34\u65b0\u578b\u653b\u51fb\u9762\u3002<strong>eBPF\u901a\u8fc7\u5b9e\u65f6\u7b56\u7565\u6267\u884c\u6784\u5efa\u4e86\u591a\u7ef4\u9632\u5fa1\u4f53\u7cfb<\/strong>\uff1a<\/p>\n<ul>\n<li><strong>\u6a21\u578b\u8d44\u4ea7\u9632\u62a4<\/strong>\uff1a\u5229\u7528LSM\uff08Linux Security 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