{"id":485,"date":"2025-09-29T19:21:45","date_gmt":"2025-09-29T11:21:45","guid":{"rendered":"https:\/\/www.ndnlab.com\/?p=485"},"modified":"2025-11-09T04:36:48","modified_gmt":"2025-11-08T20:36:48","slug":"ieee-infocom2025%e5%bc%80%e6%ba%90%e6%96%87%e5%a5%bd%e6%96%87%e8%8d%90%e8%af%bb%ef%bc%81hyperjet%ef%bc%9a-%e5%88%86%e5%b8%83%e5%bc%8f%e8%be%b9%e7%bc%98%e8%ae%a1%e7%ae%97%e4%b8%ad%e8%b6%85%e5%9b%be","status":"publish","type":"post","link":"https:\/\/www.ndnlab.com\/?p=485","title":{"rendered":"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6"},"content":{"rendered":"\n<p><strong><br>\u6458\u8981<\/strong><\/p>\n\n\n\n<p><strong>\u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\uff08DEC\uff09<\/strong>\u56e0\u5176\u5728\u901a\u4fe1\u5ef6\u8fdf\u3001\u5e76\u884c\u8ba1\u7b97\u6548\u7387\u548c\u80fd\u8017\u65b9\u9762\u7684\u5353\u8d8a\u6027\u80fd\uff0c\u5df2\u6210\u4e3a\u4e00\u79cd\u65b0\u7684\u8ba1\u7b97\u6a21\u5f0f\u3002<strong>\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4efb\u52a1\u7684\u6fc0\u589e\uff0cDEC \u5bf9\u5e76\u884c\u8ba1\u7b97\u6548\u7387\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002\u5b89\u6392\u591a\u4e2a\u4efb\u52a1\u540c\u65f6\u5904\u7406\uff0c\u800c\u4e0d\u662f\u9010\u4e2a\u5904\u7406\uff0c\u53ef\u4ee5\u63d0\u9ad8\u5e76\u884c\u6548\u7387\u3002<\/strong>\u591a\u4e2a\u4efb\u52a1\u5177\u6709\u591a\u91cd\u4f9d\u8d56\u6027\uff0c\u5373\u5e8f\u5217\u4f9d\u8d56\u6027\u3001\u5c5e\u6027\u76f8\u4f3c\u6027\u548c\u5c5e\u6027\u76f8\u5173\u6027\u3002\u5229\u7528\u4f20\u7edf\u56fe\u7684\u53cc\u5411\u8fb9\u6765\u8868\u793a\u591a\u91cd\u4f9d\u8d56\u5173\u7cfb\u4f1a\u5bfc\u81f4\u6570\u91cf\u7206\u70b8\u3002\u8d85\u56fe\u7684\u8d85\u8fb9\u53ef\u4ee5\u8fde\u63a5\u4efb\u610f\u6570\u91cf\u7684\u9876\u70b9\uff0c\u53ef\u4ee5\u6781\u5927\u5730\u89e3\u51b3\u4e0a\u8ff0\u95ee\u9898\u3002\u7136\u800c\uff0c\u76ee\u524d\u7684\u7814\u7a76\u5f88\u5c11\u6d89\u53ca\u591a\u4f9d\u8d56\u5173\u7cfb\uff0c\u8fd9\u5c31\u5e26\u6765\u4e86\u6311\u6218\uff0c\u5305\u62ec\u65e0\u6cd5\u8868\u793a\u548c\u6355\u83b7\u591a\u4f9d\u8d56\u5173\u7cfb\u8d85\u56fe\u3002<strong>\u4e3a\u4e86\u6709\u6548\u5730\u8868\u793a\u591a\u91cd\u4f9d\u8d56\u5173\u7cfb\uff0c\u6211\u4eec\u91c7\u7528\u8d85\u56fe\u6784\u9020\u6765\u8868\u793a\u4efb\u52a1\u5c5e\u6027\uff0c\u5e76\u5229\u7528\u8d85\u56fe\u5206\u5272\u6765\u660e\u786e\u548c\u7ec6\u5316\u4efb\u52a1\u5c5e\u6027\u7684\u76f8\u5173\u6027\uff0c\u4ece\u800c\u63d0\u9ad8\u5e76\u884c\u6548\u7387\u3002<\/strong>\u4e3a\u5e94\u5bf9\u6355\u6349\u591a\u91cd\u4f9d\u8d56\u5173\u7cfb\u7684\u6311\u6218\uff0c\u6211\u4eec\u91c7\u7528\u4e86\u8d85\u56fe\u795e\u7ecf\u7f51\u7edc\u8c03\u5ea6\u673a\u5236\uff0c\u5728\u5377\u79ef\u77e9\u9635\u4e2d\u6709\u6548\u83b7\u53d6\u9ad8\u9636\u5c5e\u6027\u76f8\u5173\u4fe1\u606f\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u591a\u91cd\u4f9d\u8d56\u5173\u7cfb\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u4e3a\u8c03\u5ea6\u4efb\u52a1\u7684\u51b3\u7b56\u63d0\u4f9b\u652f\u6301\u3002\u4f7f\u7528\u5b9e\u9645\u8ddf\u8e2a\u8fdb\u884c\u7684\u8bc4\u4f30\u8868\u660e\uff0c\u4efb\u52a1\u8c03\u5ea6\u7684\u5e76\u884c\u6548\u7387\u63d0\u9ad8\u4e86 18.07%<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"622\" height=\"389\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-12.png\"  class=\"wp-image-536\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-12.png 622w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-12-300x188.png 300w\" sizes=\"auto, (max-width: 622px) 100vw, 622px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe\" \/><\/figure>\n\n\n\n<p><strong>\u95ee\u9898\u80cc\u666f&nbsp;<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\uff08DEC\uff09\u7684\u4ef7\u503c\u4e0e\u6311\u6218\uff1a<\/strong>DEC \u878d\u5408\u8fb9\u7f18\u8ba1\u7b97\u4e0e\u5e76\u884c\u8ba1\u7b97\uff0c\u5728\u901a\u4fe1\u5ef6\u8fdf\u3001\u5e76\u884c\u6548\u7387\u548c\u80fd\u8017\u4f18\u5316\u4e0a\u4f18\u52bf\u663e\u8457\uff0c\u53ef\u5c06\u81ea\u52a8\u9a7e\u9a76\u3001\u76f4\u64ad\u6d41\u7b49\u573a\u666f\u7684\u4efb\u52a1\u5206\u914d\u5230\u8fb9\u7f18\u8d44\u6e90\u6c60\u52a0\u901f\u5904\u7406\u3002\u4f46\u751f\u6210\u5f0f AI \u4efb\u52a1\u6fc0\u589e\u4f7f DEC \u5bf9\u5e76\u884c\u6548\u7387\u8981\u6c42\u66f4\u9ad8\uff0c\u4f20\u7edf \u201c\u9010\u4e00\u5904\u7406\u4efb\u52a1\u201d \u6a21\u5f0f\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u591a\u4f9d\u8d56\u7279\u6027\u4e0e\u4f20\u7edf\u6a21\u578b\u5c40\u9650<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a\u4f9d\u8d56\u7c7b\u578b\uff1a\u591a\u4efb\u52a1\u95f4\u5b58\u5728\u4e09\u7c7b\u5173\u952e\u4f9d\u8d56 \u2014\u2014 \u5e8f\u5217\u4f9d\u8d56\uff08\u4efb\u52a1\u6267\u884c\u987a\u5e8f\uff09\u3001\u5c5e\u6027\u76f8\u4f3c\u6027\uff08\u5982\u591a\u4efb\u52a1\u76f8\u4f3c\u7801\u7387\uff09\u3001\u5c5e\u6027\u76f8\u5173\u6027\uff08\u5982\u5206\u8fa8\u7387\u4e0e\u7801\u7387\u56e0\u7528\u6237\u8bbe\u5907\u7c7b\u578b\u5173\u8054\uff09\uff0c\u5408\u79f0 \u201c\u591a\u4f9d\u8d56\u201d\u3002<\/li>\n\n\n\n<li>\u4f20\u7edf DAG \u6a21\u578b\u7f3a\u9677\uff1a\u4f20\u7edf\u6709\u5411\u65e0\u73af\u56fe\uff08DAG\uff09\u4ec5\u80fd\u8868\u793a\u5e8f\u5217\u4f9d\u8d56\uff0c\u82e5\u7528\u53cc\u5411\u8fb9\u8868\u793a\u5c5e\u6027\u76f8\u4f3c\u6027\u4e0e\u76f8\u5173\u6027\uff0c\u4f1a\u5bfc\u81f4\u8fb9\u6570\u91cf\u7206\u70b8\uff08\u5982\u56fe 5 \u6240\u793a\uff0c\u4efb\u52a1\u6570 4000 \u65f6 DAG \u53cc\u5411\u8fb9\u8d85 3800 \u6761\uff0c\u800c\u8d85\u56fe\u8fb9\u4ec5 40 \u6761\uff09\uff0c\u5927\u5e45\u589e\u52a0\u590d\u6742\u5ea6\uff0c\u65e0\u6cd5\u652f\u6491\u9ad8\u6548\u5e76\u884c\u8c03\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1015\" height=\"727\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-1.png\"  class=\"wp-image-487\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-1.png 1015w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-1-300x215.png 300w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-1-768x550.png 768w\" sizes=\"auto, (max-width: 1015px) 100vw, 1015px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe1\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe1\" \/><\/figure>\n\n\n\n<p><strong>\u7cfb\u7edf\u6a21\u578b<\/strong><\/p>\n\n\n\n<p><strong>\uff08\u4e00\uff09\u7cfb\u7edf\u67b6\u6784<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u7ec4\u4ef6<\/strong>\uff1a\u5305\u542bM\u4e2a\u7528\u6237\u8bbe\u5907\uff08UD\uff09\u3001N\u4e2a\u8d44\u6e90\u6c60\uff08RP\uff0c\u8fb9\u7f18\u670d\u52a1\u5668\uff09\uff0cUD\u751f\u6210\u4efb\u52a1\u8bf7\u6c42\uff0c\u4efb\u52a1\u53ef\u5728\u672c\u5730\u6267\u884c\u6216\u8c03\u5ea6\u81f3RP\uff0c\u8ba1\u7b97\u8282\u70b9\u6db5\u76d6UD\u4e0eRP\uff0c\u9700\u4f18\u5316CPU\u9891\u7387\u3001\u4f20\u8f93\u529f\u7387\u7b49\u8d44\u6e90\u53c2\u6570\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u5b9a\u4e49<\/strong>\uff1a\u6bcf\u4e2a\u4efb\u52a1\u8868\u793a\u4e3a\uff08\\(D_i, R_i\\)\uff09\uff0c\\(D_i\\)\u4e3a\u4efb\u52a1\u5927\u5c0f\uff0c\\(R_i\\)\u4e3a\u6267\u884c\u7ed3\u679c\u5927\u5c0f\uff0c\u901a\u8fc7\u6307\u793a\u5668\\(z_i\\)\uff080=\u672c\u5730\u6267\u884c\uff0c\u975e0=\u8c03\u5ea6\u81f3\u5bf9\u5e94RP\uff09\u786e\u5b9a\u6267\u884c\u4f4d\u7f6e\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>\uff08\u4e8c\uff09\u5173\u952e\u5b50\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>1.&nbsp;<strong>\u901a\u4fe1\u6a21\u578b<\/strong>\uff1aUD\u4e0eRP\u95f4\u5206\u4e0a\u884c\uff08\u4efb\u52a1\u4f20\u8f93\uff09\u548c\u4e0b\u884c\uff08\u7ed3\u679c\u8fd4\u56de\uff09\u901a\u4fe1\uff0c\u91c7\u7528\u6b63\u4ea4\u5b50\u4fe1\u9053\u907f\u514d\u5e72\u6270\uff0c\u4f20\u8f93\u901f\u7387\u57fa\u4e8e\u9999\u519c\u516c\u5f0f\u8ba1\u7b97\uff0c\u8003\u8651\u5e26\u5bbd\u3001\u4f20\u8f93\u529f\u7387\u3001\u4fe1\u9053\u589e\u76ca\u4e0e\u566a\u58f0\u65b9\u5dee\u3002<\/p>\n\n\n\n<p>2.&nbsp;<strong>\u4efb\u52a1\u5ef6\u8fdf\u6a21\u578b<\/strong><\/p>\n\n\n\n<p>&nbsp; &nbsp; &#8211;&nbsp;<strong>\u4e2a\u4f53\u4efb\u52a1\u5ef6\u8fdf<\/strong>\uff1a\u542b\u4f20\u8f93\u5ef6\u8fdf\uff08\u4ec5\u8c03\u5ea6\u81f3RP\u65f6\u5b58\u5728\uff0c\u5206\u4e0a\u4e0b\u884c\uff09\u4e0e\u8ba1\u7b97\u5ef6\u8fdf\uff08\u4efb\u52a1\u5927\u5c0f\u4e0e\u8ba1\u7b97\u8282\u70b9CPU\u9891\u7387\u7684\u6bd4\u503c\uff09\u3002<\/p>\n\n\n\n<p>&nbsp; &nbsp; &#8211;&nbsp;<strong>\u4f9d\u8d56\u4efb\u52a1\u5ef6\u8fdf<\/strong>\uff1a\u4efb\u52a1\u9700\u5728\u6240\u6709\u7236\u4efb\u52a1\u5b8c\u6210\u540e\u542f\u52a8\uff0c\u5b8c\u6210\u65f6\u95f4\u4e3a\u201c\u8bbe\u5907\/RP\u53ef\u7528\u65f6\u95f4\u201d\u201c\u7236\u4efb\u52a1\u6700\u5927\u5b8c\u6210\u65f6\u95f4\u201d\u4e2d\u7684\u6700\u5927\u503c\uff0c\u53e0\u52a0\u81ea\u8eab\u8ba1\u7b97\u4e0e\u4f20\u8f93\u5ef6\u8fdf\uff0c\u603b\u5ef6\u8fdf\u4e3a\u65e0\u540e\u7eed\u4efb\u52a1\u7684\u6700\u5927\u5b8c\u6210\u65f6\u95f4\u3002<\/p>\n\n\n\n<p>3.&nbsp;<strong>\u80fd\u8017\u6a21\u578b<\/strong>\uff1a\u5206\u8ba1\u7b97\u80fd\u8017\uff08\u4e0eCPU\u9891\u7387\u7684\u4e09\u6b21\u65b9\u3001\u8ba1\u7b97\u5ef6\u8fdf\u6b63\u76f8\u5173\uff09\u548c\u4f20\u8f93\u80fd\u8017\uff08\u4f20\u8f93\u65f6\u95f4\u4e0e\u5bf9\u5e94\u65b9\u5411\u529f\u7387\u7684\u4e58\u79ef\uff09\uff0c\u4ec5\u8c03\u5ea6\u81f3RP\u65f6\u9700\u8003\u8651\u4f20\u8f93\u80fd\u8017\u3002<\/p>\n\n\n\n<p><strong>\uff08\u4e09\uff09\u4f18\u5316\u76ee\u6807<\/strong><\/p>\n\n\n\n<p>\u6700\u5c0f\u5316\u201c\u5ef6\u8fdf-\u80fd\u8017\u52a0\u6743\u548c\u201d\uff0c\u516c\u5f0f\u4e3a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/mmbiz.qpic.cn\/sz_mmbiz_png\/4yyUicp6WjFMiagubkf0nrNzf5vfWxpE5Hmic2GQMibx0uUq1cwsMIApibLmfh5fIS0t07jJZ6CrRPaVVloUmCwmchQ\/640?wx_fmt=png&amp;tp=webp&amp;wxfrom=5&amp;wx_lazy=1#imgIndex=5\" alt=\"\u56fe\u7247\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe2\" \/><\/figure>\n\n\n\n<p><strong>\u6838\u5fc3\u65b9\u6cd5<\/strong><\/p>\n\n\n\n<p><strong>\uff08\u4e00\uff09\u8d85\u56fe\u9a71\u52a8\u7684\u591a\u4f9d\u8d56\u8868\u793a<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8d85\u56fe\u6784\u5efa\uff08\u89e3\u51b3\u65e0\u6cd5\u8868\u793a\u95ee\u9898\uff09<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b9a\u4e49<\/strong>\uff1a\u8d85\u56fe\\(H=(V, E_{hy})\\)\uff0c\u9876\u70b9\\(V\\)\u5bf9\u5e94\u4efb\u52a1\uff0c\u8d85\u8fb9\\(E_{hy}\\)\u53ef\u8fde\u63a5\u4efb\u610f\u6570\u91cf\u9876\u70b9\uff0c\u907f\u514d\u8fb9\u6570\u91cf\u7206\u70b8\u3002<\/li>\n\n\n\n<li><strong>\u8d85\u8fb9\u6784\u6210<\/strong>-\\(E_{DAG}\\)\uff1a\u5c06DAG\u7684\u5e8f\u5217\u4f9d\u8d56\u8f6c\u5316\u4e3a2-\u5747\u5300\u8d85\u8fb9\uff0c\u4fdd\u7559\u6267\u884c\u987a\u5e8f\u4fe1\u606f\u3002-\\(E_a^{Nw}\\)\uff1a\u7f51\u7edc\u5c5e\u6027\u8d85\u8fb9\uff0c\u6309\u5e26\u5bbd\u3001\u5206\u8fa8\u7387\u3001\u7801\u7387\u3001\u79fb\u52a8\u6027\u7b49\u5c5e\u6027\u5206\u7ec4\uff0c\u6bcf\u7ec4\u4efb\u52a1\u6784\u6210\u4e00\u4e2a\u8d85\u8fb9\uff08\u5982\u76f8\u4f3c\u7801\u7387\u4efb\u52a1\u7ec4\u6210\u7801\u7387\u8d85\u8fb9\uff09\u3002-\\(E_{Dist_k}\\)\uff1ak\u8df3\u90bb\u5c45\u8d85\u8fb9\uff0c\u6355\u6349\u4efb\u52a1\u7684\u5c40\u90e8\u8fde\u901a\u6027\u4f9d\u8d56\uff0c\u6269\u5c55\u4efb\u52a1\u5173\u8054\u8303\u56f4\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"499\" height=\"198\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-4.png\"  class=\"wp-image-491\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-4.png 499w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-4-300x119.png 300w\" sizes=\"auto, (max-width: 499px) 100vw, 499px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe3\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe3\" \/><\/figure>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u8d85\u56fe\u5212\u5206\uff08\u4f18\u5316\u5c5e\u6027\u76f8\u5173\u6027\uff09<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76ee\u6807<\/strong>\uff1a\u91c7\u7528k\u8def\u5212\u5206\u7b97\u6cd5\uff08KaHyPar\uff09\uff0c\u5728\u5e73\u8861\u5404\u5206\u533a\u4efb\u52a1\u6570\u91cf\u7684\u524d\u63d0\u4e0b\uff0c\u6700\u5c0f\u5316\u201c\u8de8\u5206\u533a\u8d85\u8fb9\u6570\u201d\uff0c\u4fdd\u7559\u8d85\u8fb9\u5185\u5c5e\u6027\u5173\u8054\u6027\uff0c\u5f62\u6210\u5168\u5c40\u5c5e\u6027\u4f9d\u8d56\u4fe1\u606f\u8d85\u8fb9\\(E_{pt}\\)\u3002<\/li>\n\n\n\n<li><strong>\u4f5c\u7528<\/strong>\uff1a\u7ec6\u5316\u5c5e\u6027\u95f4\u7684\u5168\u5c40\u5173\u8054\uff0c\u4e3a\u540e\u7eed\u8c03\u5ea6\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u4f9d\u8d56\u4fe1\u606f\uff0c\u76f8\u6bd4\u4ec5\u6784\u5efa\u8d85\u56fe\uff0c\u53ef\u4f7f\u5956\u52b1\u63d0\u53475%\u3002<\/li>\n<\/ul>\n\n\n\n<p><strong>\uff08\u4e8c\uff09 HGNN\u7684\u591a\u4f9d\u8d56\u6355\u6349<\/strong><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>HGNN\u5b9e\u73b0\uff08\u89e3\u51b3\u201c\u65e0\u6cd5\u6355\u6349\u201d\u95ee\u9898\uff09<\/strong><\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6838\u5fc3\u529f\u80fd<\/strong>\uff1a\u901a\u8fc7\u8d85\u56fe\u5377\u79ef\u805a\u5408\u8d85\u8fb9\u5173\u8054\u7684\u4efb\u52a1\u7279\u5f81\uff0c\u6355\u6349\u9ad8\u9636\u5c5e\u6027\u76f8\u5173\u6027\uff0c\u8f93\u51fa\u5305\u542b\u591a\u4f9d\u8d56\u4fe1\u606f\u7684\u4efb\u52a1\u5d4c\u5165\u3002<\/li>\n\n\n\n<li><strong>\u5377\u79ef\u8fc7\u7a0b<\/strong>\uff1a\u5206\u201c\u9876\u70b9\u7279\u5f81\u53d8\u6362-\u8d85\u8fb9\u7279\u5f81\u6536\u96c6-\u9876\u70b9\u7279\u5f81\u805a\u5408\u201d\u4e09\u6b65\uff0c\u5f15\u5165\u9876\u70b9\/\u8d85\u8fb9\u5ea6\u5bf9\u89d2\u77e9\u9635\u505a\u5bf9\u79f0\u5f52\u4e00\u5316\uff0c\u907f\u514d\u68af\u5ea6\u6d88\u5931\/\u7206\u70b8\uff0c\u6fc0\u6d3b\u51fd\u6570\u91c7\u7528ReLU\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u5d4c\u5165\u66f4\u65b0\u516c\u5f0f<\/strong>\uff1a\\(X_y^h = \\sigma\\left(D_v^{h-1\/2} H^h W^h D_e^{h-1} H^{h^T} D_v^{h-1\/2} X_{y-1}^h \\Theta_{y-1}^h\\right)\\)\uff0c\u5176\u4e2d\\(H^h\\)\u4e3a\u5173\u8054\u77e9\u9635\uff0c\\(W^h\\)\u4e3a\u8d85\u8fb9\u6743\u91cd\uff0c\\(\\Theta\\)\u4e3a\u7279\u5f81\u53d8\u6362\u77e9\u9635\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"379\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-5.png\"  class=\"wp-image-492\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-5.png 480w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-5-300x237.png 300w\" sizes=\"auto, (max-width: 480px) 100vw, 480px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe4\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe4\" \/><\/figure>\n\n\n\n<ol start=\"2\" class=\"wp-block-list\">\n<li><strong>\u5e8f\u5217\u8c03\u5ea6\u4f18\u5316\uff08\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\uff09<\/strong><\/li>\n<\/ol>\n\n\n\n<p>&#8211;&nbsp;<strong>\u9a6c\u5c14\u53ef\u592b\u51b3\u7b56\u8fc7\u7a0b\uff08MDP\uff09\u5efa\u6a21<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u72b6\u6001<\/strong>\uff1a\u5305\u542b\u4efb\u52a1\u5927\u5c0f\u3001\u7ed3\u679c\u5927\u5c0f\u3001HGNN\u8f93\u51fa\u7684\u4efb\u52a1\u5d4c\u5165\u3001\u5df2\u8c03\u5ea6\u51b3\u7b56\u3002<\/li>\n\n\n\n<li><strong>\u52a8\u4f5c<\/strong>\uff1a\u79bb\u6563\u8c03\u5ea6\u51b3\u7b56\uff08\u672c\u5730\u6216\u67d0RP\uff09\u3002<\/li>\n\n\n\n<li><strong>\u5956\u52b1<\/strong>\uff1a\u57fa\u4e8e\u5173\u952e\u8def\u5f84\u8bbe\u8ba1\uff0c\u5bf9\u5173\u952e\u8def\u5f84\uff08\u6700\u957f\u6267\u884c\u8def\u5f84\uff09\u4efb\u52a1\u7684\u5ef6\u8fdf\u60e9\u7f5a\u6743\u91cd\u66f4\u9ad8\uff0c\u540c\u65f6\u60e9\u7f5a\u80fd\u8017\u589e\u52a0\uff0c\u5f15\u5bfc\u7b97\u6cd5\u4f18\u5148\u4f18\u5316\u74f6\u9888\u4efb\u52a1\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"482\" height=\"124\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-6.png\"  class=\"wp-image-493\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-6.png 482w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-6-300x77.png 300w\" sizes=\"auto, (max-width: 482px) 100vw, 482px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe5\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe5\" \/><\/figure>\n\n\n\n<p>&#8211;&nbsp;<strong>\u8c03\u5ea6\u673a\u5236\u4e0e\u8bad\u7ec3<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u91c7\u7528Seq2Seq\u6a21\u578b<\/strong>\uff08\u7f16\u7801\u5668\/\u89e3\u7801\u5668\u5747\u4e3aGRU\uff09\u5904\u7406\u53d8\u957f\u4efb\u52a1\u5e8f\u5217\uff0c\u901a\u8fc7\u6ce8\u610f\u529b\u673a\u5236\u5339\u914d\u7f16\u7801\u5668\u72b6\u6001\u4e0e\u89e3\u7801\u5668\u8f93\u51fa\u3002<\/li>\n\n\n\n<li><strong>\u7528\u8fd1\u7aef\u7b56\u7565\u4f18\u5316\uff08PPO\uff09\u8bad\u7ec3\u7f51\u7edc<\/strong>\uff0c\u5e73\u8861\u7b56\u7565\u66f4\u65b0\u7a33\u5b9a\u6027\u4e0e\u63a2\u7d22\u80fd\u529b\uff0c\u76ee\u6807\u51fd\u6570\u542b\u7b56\u7565\u635f\u5931\uff08\u5e26\u88c1\u526a\u7684\u4f18\u52bf\u51fd\u6570\uff09\u4e0e\u4ef7\u503c\u635f\u5931\uff08\u72b6\u6001\u503c\u9884\u6d4b\u8bef\u5dee\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"525\" height=\"224\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-7.png\"  class=\"wp-image-494\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-7.png 525w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-7-300x128.png 300w\" sizes=\"auto, (max-width: 525px) 100vw, 525px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe6\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe6\" \/><\/figure>\n\n\n\n<p><strong>\u5b9e\u9a8c\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p><strong>\u5b9e\u9a8c\u8bbe\u7f6e<\/strong><\/p>\n\n\n\n<p>&#8211;&nbsp;<strong>\u6570\u636e\u96c6<\/strong>\uff1aAlibaba Cluster Trace\uff08290\u4e07DAG\u4efb\u52a1\uff0c\u9009\u53d610-30\u4efb\u52a1\u7684DAG\uff09\u3001PPIO Trace\uff0810\u4e07\u76f4\u64ad\u6d41\u8bf7\u6c42\uff0c\u7528\u4e8e\u6784\u5efa\u5c5e\u6027\u8d85\u8fb9\uff09\u3002<\/p>\n\n\n\n<p>&#8211;&nbsp;<strong>\u5bf9\u6bd4\u57fa\u7ebf<\/strong>\uff1a7\u7c7b\u65b9\u6cd5\uff0c\u5305\u62ec\u57fa\u4e8eGNN\u7684DTODRL\u3001\u5f3a\u5316\u5b66\u4e60\u7684GT-SAC\u3001\u542f\u53d1\u5f0f\u7684E-HEFT\u3001\u8d2a\u5fc3\u3001\u968f\u673a\u3001\u5168\u672c\u5730\u3001\u5168\u8fdc\u7a0b\u8c03\u5ea6\u3002<\/p>\n\n\n\n<p>&#8211;&nbsp;<strong>\u8bc4\u4ef7\u6307\u6807<\/strong>\uff1a\u5ef6\u8fdf\uff08Makespan\u3001Flowtime\uff09\u3001\u80fd\u8017\u3001\u8d44\u6e90\u5229\u7528\u7387\u3001\u4efb\u52a1\u5b8c\u6210\u7387\u3001\u5e76\u884c\u6548\u7387\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"530\" height=\"559\" src=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-10.png\"  class=\"wp-image-497\" srcset=\"https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-10.png 530w, https:\/\/www.ndnlab.com\/wp-content\/uploads\/2025\/09\/image-10-284x300.png 284w\" sizes=\"auto, (max-width: 530px) 100vw, 530px\" title=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe7\" alt=\"IEEE INFOCOM2025\u5f00\u6e90\u6587|\u597d\u6587\u8350\u8bfb\uff01HyperJet\uff1a \u5206\u5e03\u5f0f\u8fb9\u7f18\u8ba1\u7b97\u4e2d\u8d85\u56fe\u4efb\u52a1\u7684\u8054\u5408\u901a\u4fe1\u4e0e\u8ba1\u7b97\u8c03\u5ea6\u63d2\u56fe7\" \/><\/figure>\n\n\n\n<p><strong>\u5173\u952e\u7ed3\u679c<\/strong><\/p>\n\n\n\n<p>1.&nbsp;<strong>\u591a\u4f9d\u8d56\u8868\u793a\u6709\u6548\u6027<\/strong>\uff1a\u8d85\u56fe\u5212\u5206\u540e\uff0c\u76f8\u6bd4\u4f20\u7edfDAG\uff0c\u80fd\u8017\u964d\u4f4e4.8%\u3001Flowtime\u964d\u4f4e11.4%\u3001Makespan\u964d\u4f4e23.0%\u3002<\/p>\n\n\n\n<p>2.&nbsp;<strong>\u8c03\u5ea6\u6027\u80fd\u4f18\u52bf<\/strong>\uff1aHyperJet\u5728\u4e0d\u540c\u4efb\u52a1\u6570\u91cf\u4e0b\u5747\u6700\u4f18\uff0c\u5e73\u5747\u5ef6\u8fdf\u6bd4DTODRL\u4f4e28.76%-42.39%\uff0c\u80fd\u8017\u4f4e10.49%-22.08%\uff1b10\u79d2\u622a\u6b62\u65f6\u95f4\u4e0b\u4efb\u52a1\u5b8c\u6210\u7387\u8fbe98%\uff0c\u8fdc\u8d85\u57fa\u7ebf\u768483%\uff08\u5982\u56fe13\u6240\u793a\uff09\u3002<\/p>\n\n\n\n<p>3.&nbsp;<strong>\u5e76\u884c\u6548\u7387\u63d0\u5347<\/strong>\uff1a\u8d44\u6e90\u5229\u7528\u7387\u5e73\u5747\u63d0\u9ad849.1%\uff0c\u5e76\u884c\u6548\u7387\u6bd4GNN\u7c7b\u65b9\u6cd5\uff08DTODRL\uff09\u63d0\u534718.07%\u3002<\/p>\n\n\n\n<p>4.&nbsp;<strong>\u7ec4\u4ef6\u5fc5\u8981\u6027<\/strong>\uff1a\u6d88\u878d\u5b9e\u9a8c\u663e\u793a\uff0c\u79fb\u9664HGNN\u3001Seq2Seq\u6216\u8d85\u56fe\u8868\u793a\u540e\uff0c\u5956\u52b1\u4e0e\u6548\u7387\u663e\u8457\u4e0b\u964d\uff0c\u9a8c\u8bc1\u5404\u7ec4\u4ef6\u7684\u6838\u5fc3\u4f5c\u7528\u3002<\/p>\n\n\n\n<p><strong>\u5f15\u7528\u6587\u732e\uff1a<\/strong><\/p>\n\n\n\n<p><strong><a href=\"https:\/\/ieeexplore.ieee.org\/abstract\/document\/10900939\/\">HyperJet: Joint Communication and Computation Scheduling for Hypergraph Tasks in Distributed Edge Computing<\/a><\/strong><\/p>\n\n\n\n<p><strong>\u5f15\u7528\u6587\u7ae0\u94fe\u63a5\uff1a<\/strong>https:\/\/ieeexplore.ieee.org\/abstract\/document\/10900939\/<\/p>\n\n\n\n<p><strong>\u4ee3\u7801\u94fe\u63a5\uff1a<\/strong>https:\/\/github.com\/xmcobwkr\/HyperJet<\/p>\n\n\n\n<p>\u6587|\u4ec5\u7528\u4e8e\u5b66\u4e60\u5206\u4eab\uff0c\u5982\u4fb5\u6743\u8054\u5220<\/p>\n\n\n\n<p>\u6587\u7ae0\u6765\u81ea\u5b57\u91cc\u884c\u95f4\u7684\u79d1\u7814Phd<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6458\u8981 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&hellip; <a href=\"https:\/\/www.ndnlab.com\/?p=485\">\u7ee7\u7eed\u9605\u8bfb <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":536,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,6],"tags":[],"class_list":["post-485","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-weilaiwangluo"],"_links":{"self":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/485","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=485"}],"version-history":[{"count":7,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/485\/revisions"}],"predecessor-version":[{"id":537,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/posts\/485\/revisions\/537"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=\/wp\/v2\/media\/536"}],"wp:attachment":[{"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=485"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=485"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.ndnlab.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=485"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}