{"id":1061907,"date":"2023-01-05T02:25:00","date_gmt":"2023-01-05T10:25:00","guid":{"rendered":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/?post_type=msr-blog-post&#038;p=1061907"},"modified":"2024-09-25T03:24:44","modified_gmt":"2024-09-25T10:24:44","slug":"mike-liang","status":"publish","type":"msr-blog-post","link":"https:\/\/newed.any0.dpdns.org\/en-us\/research\/articles\/mike-liang\/","title":{"rendered":"\u6881\u5091\u7136\uff1a\u957f\u671f\u4e3b\u4e49\u7814\u7a76\u8005\u7684\u5fc3\u6cd5\u79d8\u8bc0"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u8fd1\u671f\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u6881\u5091\u7136\uff08Mike Liang\uff09\u5173\u4e8e AI \u6a21\u5757\u5316\u7814\u7a76\u7684\u8bba\u6587\u201cOn Modular Learning of Distributed Systems for Predicting End-to-End Latency\u201d\u521a\u521a\u88ab\u56fd\u9645\u9876\u7ea7\u7f51\u7edc\u9886\u57df\u5b66\u672f\u4f1a\u8bae NSDI 2023 \u63a5\u6536\u3002\u4e00\u4e2a\u591a\u6708\u524d\uff0c\u6881\u5091\u7136\u6b64\u524d\u7684\u7814\u7a76\u5de5\u4f5c\u201cDesign and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless\u201d\u8fd8\u8363\u83b7\u4e86\u56fd\u9645\u79fb\u52a8\u8ba1\u7b97\u548c\u611f\u77e5\u9886\u57df\u9876\u7ea7\u4f1a\u8bae ACM SenSys 2022 \u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Award\uff09\u3002<\/p>\n\n\n\n<p>\u4e00\u9879\u7814\u7a76\u6210\u679c\uff0c\u7ecf\u53d7\u4f4f\u65f6\u95f4\u7684\u68c0\u9a8c\uff0c\u5341\u4e8c\u5e74\u4e4b\u540e\u518d\u83b7\u8ba4\u53ef\uff0c\u8fd9\u5bf9\u7814\u7a76\u5458\u6765\u8bf4\u662f\u4e00\u79cd\u600e\u6837\u7684\u4f53\u9a8c\uff1f\u6881\u5091\u7136\u662f\u5982\u4f55\u505a\u5230\u6301\u7eed\u521b\u65b0\u4e0e\u575a\u6301\u957f\u671f\u4e3b\u4e49\u7814\u7a76\u7684\uff1f\u73b0\u5728\u7684\u4ed6\u53c8\u6709\u7740\u600e\u6837\u7684\u7814\u7a76\u613f\u666f\uff1f<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"750\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1.jpg\" alt=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u6881\u5091\u7136\uff08Mike Liang\uff09\" class=\"wp-image-1061913\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1.jpg 1000w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1-300x225.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1-768x576.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1-80x60.jpg 80w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-1-240x180.jpg 240w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\"><em>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u6881\u5091\u7136\uff08Mike Liang\uff09<\/em><\/figcaption><\/figure>\n\n\n\n<p>2010\u5e74\uff0c\u8fd8\u5728\u535a\u58eb\u6c42\u5b66\u9636\u6bb5\u7684\u6881\u5091\u7136\uff08Mike Liang\uff09\u6210\u4e3a\u4e86\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u5218\u52bc\u535a\u58eb\u548c\u8d75\u5cf0\u535a\u58eb\u7684\u4e00\u540d\u5b9e\u4e60\u751f\u3002\u5b9e\u4e60\u671f\u95f4\uff0c\u6881\u5091\u7136\u4e86\u89e3\u5230\u7814\u7a76\u9662\u6709\u4e00\u4e2a\u7814\u7a76\u8bfe\u9898\u662f\u501f\u52a9\u4f20\u611f\u5668\u5b9e\u73b0\u6570\u636e\u4e2d\u5fc3\u73af\u5883\u7684\u6570\u5b57\u5316\uff0c\u800c\u8fd9\u6070\u597d\u4e5f\u662f\u4ed6\u7684\u4e13\u4e1a\u65b9\u5411\u548c\u5174\u8da3\u6240\u5728\u3002\u201c\u7269\u7406\u4e16\u754c\u4e2d\u6709\u592a\u591a\u7684\u73b0\u8c61\uff0c\u6bd4\u5982\u58f0\u3001\u5149\u3001\u70ed\u3001\u529b\u3001\u7535\uff0c\u867d\u7136\u6211\u4eec\u80fd\u591f\u770b\u5230\u548c\u611f\u53d7\u5230\uff0c\u4f46\u5374\u65e0\u6cd5\u66f4\u8fdb\u4e00\u6b65\u5730\u7406\u89e3\u3002\u6211\u535a\u58eb\u671f\u95f4\u7684\u4e13\u4e1a\u5c31\u662f\u4f20\u611f\u5668\u7f51\u7edc\u3002\u5f53\u65f6\u8fd9\u4e2a\u9886\u57df\u7684\u540c\u5b66\u4eec\u90fd\u6709\u4e00\u4e2a\u68a6\u60f3\uff0c\u5e0c\u671b\u53ef\u4ee5\u5728\u7269\u7406\u4e16\u754c\u90e8\u7f72\u5927\u89c4\u6a21\u4f20\u611f\u5668\u7f51\u7edc\u6765\u8fbe\u5230\u5b9e\u65f6\u6570\u5b57\u5316\uff0c\u5e76\u900f\u8fc7\u65e0\u7ebf\u65b9\u5f0f\u5c06\u611f\u77e5\u7684\u6570\u636e\u4f20\u8f93\u5b58\u50a8\u8d77\u6765\uff0c\u4ece\u800c\u66f4\u6df1\u5ea6\u5730\u7406\u89e3\u7269\u7406\u4e16\u754c\u3002\u201d\u8c08\u53ca\u5f00\u5c55\u76f8\u5173\u7814\u7a76\u5de5\u4f5c\u7684\u521d\u5fc3\u65f6\uff0c\u6881\u5091\u7136\u8bf4\u3002<\/p>\n\n\n\n<p>\u90a3\u65f6\u5bf9\u4e8e\u6570\u636e\u4e2d\u5fc3\u6765\u8bf4\uff0c\u6e29\u5ea6\u7684\u7cbe\u786e\u611f\u77e5\u548c\u6563\u70ed\u662f\u4e00\u4e2a\u4e1e\u5f85\u89e3\u51b3\u7684\u5927\u95ee\u9898\u3002\u4e3a\u4e86\u9632\u6b62\u6570\u636e\u4e2d\u5fc3\u8fc7\u70ed\uff0c\u4e1a\u754c\u901a\u5e38\u7684\u505a\u6cd5\u662f\u5c06\u51b7\u5374\u7cfb\u7edf\u7684\u6e29\u5ea6\u8c03\u81f3\u6700\u4f4e\uff0c\u4f46\u8fd9\u4f1a\u4ea7\u751f\u9ad8\u6602\u7684\u7535\u529b\u6210\u672c\uff0c\u51e0\u4e4e\u4e00\u534a\u7684\u7535\u8d39\u90fd\u82b1\u5728\u4e86\u51b7\u5374\u7cfb\u7edf\u4e0a\uff0c\u9020\u6210\u4e86\u5de8\u5927\u7684\u8d44\u6e90\u6d6a\u8d39\u3002\u56e0\u6b64\uff0c\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u5e0c\u671b\u901a\u8fc7\u8bbe\u8ba1\u548c\u90e8\u7f72\u4e0a\u5343\u4e2a\u65e0\u7ebf\u4f20\u611f\u5668\uff0c\u6765\u7406\u89e3\u6570\u636e\u4e2d\u5fc3\u70ed\u5206\u5e03\u548c\u9884\u6d4b\u53d8\u5316\uff0c\u7cbe\u51c6\u63a7\u5236\u51b7\u5374\u7cfb\u7edf\u7684\u6e29\u5ea6\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u5229\u7528\u4f20\u611f\u5668\u6536\u96c6\u6570\u636e\uff0c\u518d\u901a\u8fc7\u65e0\u7ebf\u7f51\u7edc\u4f20\u8f93\u6570\u636e\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u672c\u8eab\u4e5f\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u6311\u6218\uff0c\u5982\u4f55\u5b9e\u73b0\u8d85\u5927\u89c4\u6a21\u7684\u4f4e\u529f\u8017\u65e0\u7ebf\u901a\u8baf\u53c8\u6210\u4e86\u65b0\u95ee\u9898\u3002\u5bf9\u6b64\uff0c\u4e0d\u540c\u7684\u7814\u7a76\u673a\u6784\u63d0\u51fa\u4e86\u4e94\u82b1\u516b\u95e8\u7684\u89e3\u51b3\u65b9\u6cd5\uff0c\u5e95\u5c42\u67b6\u6784\u7814\u7a76\u7684\u6df7\u4e71\u4e5f\u8ba9\u4e0a\u5c42\u7684\u5e94\u7528\u53d8\u5f97\u56f0\u96be\u3002\u201c\u6211\u4eec\u901a\u8fc7\u7cfb\u7edf\u5316\u7684\u7814\u7a76\u548c\u68b3\u7406\uff0c\u5c06\u6211\u4eec\u7684\u53d1\u73b0\u548c\u6d1e\u5bdf\u63d0\u70bc\u603b\u7ed3\uff0c\u6700\u7ec8\u7ed9\u65e0\u7ebf\u7814\u7a76\u4eba\u5458\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u4e14\u4f18\u5316\u8fc7\u7684\u65e0\u7ebf\u901a\u4fe1\u7f51\u7edc\u67b6\u6784\u3002\u5176\u4ed6\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u76f4\u63a5\u5728\u8fd9\u4e2a\u5e95\u5c42\u67b6\u6784\u7684\u57fa\u7840\u4e0a\u8fdb\u4e00\u6b65\u8fdb\u884c\u521b\u65b0\u7814\u7a76\u3002\u201d\u6881\u5091\u7136\u4ecb\u7ecd\u9053\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\uff0c\u8fd9\u9879\u5f00\u521b\u6027\u548c\u57fa\u7840\u6027\u517c\u5177\u7684\u7814\u7a76\u5de5\u4f5c\u201cDesign and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless\u201d\u7ecf\u53d7\u4f4f\u4e86\u65f6\u95f4\u7684\u68c0\u9a8c\uff0c\u5728\u56fd\u9645\u79fb\u52a8\u8ba1\u7b97\u548c\u611f\u77e5\u9886\u57df\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae ACM SenSys 2022 \u4e0a\u83b7\u5f97\u4e86\u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Award\uff09\uff0c\u5f97\u5230\u4e86\u7814\u7a76\u754c\u7684\u80af\u5b9a\u3002\u6b63\u5982 ACM SenSys \u5927\u4f1a\u5bf9\u8fd9\u9879\u5de5\u4f5c\u6240\u505a\u7684\u8bc4\u4ef7\uff1a\u201c2010\u5e74\uff0c\u8be5\u7814\u7a76\u5de5\u4f5c\u7387\u5148\u5b9e\u73b0\u4e86\u5728\u4f4e\u529f\u7387\u65e0\u7ebf\u901a\u8baf\u4e2d\u5229\u7528\u540c\u6b65\u4f20\u8f93\u5728 MAC \u5c42\u7684\u4f18\u52bf\uff0c\u6765\u7a81\u7834\u4f4e\u529f\u7387\u65e0\u7ebf\u7535\u7684\u6781\u9650\u3002\u5728\u8fc7\u53bb12\u5e74\u7684\u65f6\u95f4\u91cc\uff0c\u8fd9\u9879\u6210\u679c\u4e3a\u8bb8\u591a\u7269\u8054\u7f51\u548c\u5d4c\u5165\u5f0f\u7cfb\u7edf\u5960\u5b9a\u4e86\u65e0\u7ebf\u901a\u8baf\u534f\u8bae\u7684\u57fa\u7840\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"731\" height=\"550\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-2.png\" alt=\"\u6881\u5091\u71362010\u5e74\u7684\u7814\u7a76\u5de5\u4f5c\u8363\u83b7\u56fd\u9645\u79fb\u52a8\u8ba1\u7b97\u548c\u611f\u77e5\u9886\u57df\u9876\u7ea7\u4f1a\u8bae ACM SenSys 2022 \u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Award\uff09\" class=\"wp-image-1061916\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-2.png 731w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-2-300x226.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-2-80x60.png 80w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-2-240x180.png 240w\" sizes=\"auto, (max-width: 731px) 100vw, 731px\" \/><figcaption class=\"wp-element-caption\"><em>\u6881\u5091\u71362010\u5e74\u7684\u7814\u7a76\u5de5\u4f5c\u8363\u83b7\u56fd\u9645\u79fb\u52a8\u8ba1\u7b97\u548c\u611f\u77e5\u9886\u57df\u9876\u7ea7\u4f1a\u8bae ACM SenSys 2022 \u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Award\uff09<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662-\u4e0e\u6709\u8da3\u7684\u4eba\u505a\u6709\u8da3\u7684\u4e8b\">\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u4e0e\u6709\u8da3\u7684\u4eba\u505a\u6709\u8da3\u7684\u4e8b<\/h2>\n\n\n\n<p>\u201c\u6bd5\u4e1a\u540e\uff0c\u867d\u7136\u6709\u591a\u4e2a\u9009\u62e9\uff0c\u4f46\u6211\u53ea\u60f3\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u3002\u6211\u60f3\u4e0e\u66f4\u591a\u6709\u8da3\u7684\u4eba\u505a\u6709\u8da3\u7684\u4e8b\uff0c\u8fd9\u91cc\u4e5f\u6ee1\u8db3\u4e86\u6211\u5bf9\u4eba\u751f\u7684\u671f\u8bb8\u3002\u201d\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5bf9\u6881\u5091\u7136\u7684\u5438\u5f15\u529b\uff0c\u4e00\u65b9\u9762\u6765\u81ea\u4e8e\u8eab\u8fb9\u90a3\u4e9b\u80cc\u666f\u5404\u5f02\u3001\u4e13\u4e1a\u4e0d\u540c\u7684\u540c\u4e8b\u4eec\u3002\u4ed6\u4eec\u6709\u7684\u559c\u6b22\u786c\u4ef6\uff0c\u6709\u7684\u4e13\u653b\u64cd\u4f5c\u7cfb\u7edf\uff0c\u8fd8\u6709\u7684\u6df1\u5165\u7b97\u6cd5\u7814\u7a76\uff0c\u7b49\u7b49\u3002\u5728\u6881\u5091\u7136\u770b\u6765\uff0c\u8fd9\u4f1a\u662f\u4e00\u4e2a\u201c\u6709\u8da3\u201d\u7684\u7ec4\u5408\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u81ea\u7531\u7684\u79d1\u7814\u6c1b\u56f4\u7ed9\u6bcf\u4e00\u4f4d\u7814\u7a76\u5458\u90fd\u63d0\u4f9b\u4e86\u8db3\u591f\u7684\u7a7a\u95f4\u548c\u8d44\u6e90\u53bb\u505a\u81ea\u5df1\u201c\u611f\u5174\u8da3\u201d\u7684\u7814\u7a76\uff0c\u8ba9\u6881\u5091\u7136\u53ef\u4ee5\u4e00\u5c55\u8eab\u624b\uff0c\u5c3d\u60c5\u65bd\u5c55\u81ea\u5df1\u7684\u7406\u60f3\u548c\u62b1\u8d1f\u3002<\/p>\n\n\n\n<p>\u201c\u4e00\u65b9\u6c34\u571f\u517b\u80b2\u4e00\u65b9\u4eba\u201d\u3002\u6881\u5091\u7136\u5728\u5b9d\u5c9b\u51fa\u751f\uff0c\u52a0\u62ff\u5927\u6210\u957f\uff0c\u7f8e\u56fd\u5b8c\u6210\u535a\u58eb\u5b66\u4e1a\u3002\u7ecf\u5386\u4e30\u5bcc\u7684\u4ed6\u4e00\u76f4\u975e\u5e38\u540c\u610f\u8fd9\u53e5\u8bdd\u7684\u542b\u4e49\u2014\u2014\u6bcf\u4e00\u4e2a\u4eba\u90fd\u6709\u7740\u81ea\u5df1\u72ec\u7279\u7684\u6027\u683c\u3001\u559c\u597d\uff0c\u548c\u64c5\u957f\u7684\u6280\u80fd\u3002\u800c\u73b0\u5728\uff0c\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u591a\u5143\u5305\u5bb9\u7684\u7814\u7a76\u6c1b\u56f4\u4e2d\uff0c\u4ed6\u5bf9\u8fd9\u53e5\u8bdd\u6709\u4e86\u66f4\u591a\u7684\u7406\u89e3\u3002\u4ed6\u610f\u8bc6\u5230\u4e0d\u540c\u80cc\u666f\u7684\u4eba\uff0c\u601d\u7ef4\u89c2\u5ff5\u4e0d\u540c\uff0c\u5bf9\u4e8e\u540c\u4e00\u4e2a\u95ee\u9898\u7684\u89e3\u8bfb\u65b9\u5f0f\u4e5f\u4f1a\u6709\u6240\u4e0d\u540c\u3002<\/p>\n\n\n\n<p>\u5e95\u5c42\u601d\u7ef4\u7684\u8f6c\u53d8\u8ba9\u6881\u5091\u7136\u5bf9\u7814\u7a76\u5de5\u4f5c\u6709\u4e86\u65b0\u7684\u8ba4\u8bc6\uff0c\u4ed6\u613f\u610f\u82b1\u66f4\u591a\u7684\u65f6\u95f4\u53bb\u503e\u542c\u522b\u4eba\u7684\u60f3\u6cd5\uff0c\u800c\u4e0d\u662f\u4e00\u5473\u8f93\u51fa\u81ea\u5df1\u7684\u89c2\u70b9\uff0c\u5e76\u6fc0\u53d1\u5927\u5bb6\u628a\u81ea\u5df1\u7684\u4f18\u70b9\u53d1\u6325\u5230\u6781\u81f4\u3002\u6bd4\u5982\uff0c\u56e2\u961f\u4e2d\u6709\u5b9e\u4e60\u751f\u5bf9\u4ee3\u7801\u6709\u5f88\u6781\u81f4\u7684\u8ffd\u6c42\uff0c\u8fd9\u65e0\u5f62\u4e4b\u4e2d\u4fc3\u4f7f\u4e86\u56e2\u961f\u5728\u7cfb\u7edf\u5de5\u7a0b\u4e0a\u6709\u4e86\u66f4\u6df1\u7684\u8ba4\u77e5\uff0c\u53d1\u73b0\u5f88\u591a\u65b0\u95ee\u9898\u3002\u518d\u6bd4\u5982\uff0c\u6765\u81ea\u7edf\u8ba1\u5b66\u4e13\u4e1a\u7684\u5b9e\u4e60\u751f\u7ed9\u56e2\u961f\u6b63\u5728\u505a\u7684 AI for Systems \u7814\u7a76\u5e26\u6765\u4e86\u6570\u5b66\u601d\u7ef4\u3002\u6881\u5091\u7136\u975e\u5e38\u4eab\u53d7\u8fd9\u79cd\u53ef\u4ee5\u548c\u8fd9\u4e9b\u201c\u6709\u8da3\u201d\u7684\u4eba\u4e00\u8d77\u505a\u66f4\u591a\u201c\u6709\u8da3\u201d\u7684\u4e8b\u7684\u72b6\u6001\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"750\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3.jpg\" alt=\"\u6881\u5091\u7136\uff08\u53f3\u4e00\uff09\u4e0e\u5b9e\u4e60\u751f\u5408\u7167\" class=\"wp-image-1061919\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3.jpg 1000w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3-300x225.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3-768x576.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3-80x60.jpg 80w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-3-240x180.jpg 240w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><figcaption class=\"wp-element-caption\"><em>\u6881\u5091\u7136\uff08\u53f3\u4e00\uff09\u4e0e\u5b9e\u4e60\u751f\u5408\u7167<\/em><\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"767\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-1024x767.jpg\" alt=\"\u6881\u5091\u7136\uff08\u5de6\u4e00\uff09\u4e0e\u7cfb\u7edf\u548c\u7f51\u7edc\u7814\u7a76\u7ec4\u540c\u4e8b\u5408\u7167\" class=\"wp-image-1061922\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-1024x767.jpg 1024w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-300x225.jpg 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-768x575.jpg 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-80x60.jpg 80w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4-240x180.jpg 240w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-4.jpg 1520w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>\u6881\u5091\u7136\uff08\u5de6\u4e00\uff09\u4e0e\u7cfb\u7edf\u548c\u7f51\u7edc\u7814\u7a76\u7ec4\u540c\u4e8b\u5408\u7167<\/em><\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u591a\u89d2\u5ea6\u7814\u7a76\u4e00\u4ee5\u8d2f\u4e4b-\u8ba9\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u7684\u4e91\u6210\u4e3a\u73b0\u5b9e\">\u591a\u89d2\u5ea6\u7814\u7a76\u4e00\u4ee5\u8d2f\u4e4b\uff0c\u8ba9\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u7684\u4e91\u6210\u4e3a\u73b0\u5b9e<\/h2>\n\n\n\n<p>\u4ece2011\u5e74\u5230\u73b0\u5728\uff0c\u6881\u5091\u7136\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5ea6\u8fc7\u4e86\u5341\u4f59\u4e2a\u6625\u79cb\uff0c\u53d6\u5f97\u4e86\u591a\u9879\u7814\u7a76\u6210\u679c\u3002\u4f5c\u4e3a\u4f4e\u529f\u8017\u65e0\u7ebf\u901a\u4fe1\u7814\u7a76\u7684\u5ef6\u7eed\uff0c\u6881\u5091\u7136\u5728\u6b63\u5f0f\u52a0\u5165\u7814\u7a76\u9662\u4e4b\u540e\u53c8\u5b9e\u73b0\u4e86\u4ece\u786c\u4ef6\u5230\u8f6f\u4ef6\u7684\u591a\u9879\u521b\u65b0\uff0c\u5e76\u548c\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u5218\u52bc\u535a\u58eb\u7684\u56e2\u961f\u4e00\u8d77\u5c06\u5176\u5e94\u7528\u5728\u5fae\u8f6f\u7684\u591a\u4e2a\u6570\u636e\u4e2d\u5fc3\uff0c\u63a8\u52a8\u4e86\u5fae\u8f6f Azure \u5bf9\u6570\u636e\u4e2d\u5fc3\u5728\u73af\u5883\u76d1\u63a7\u4e0e\u4f4e\u78b3\u6392\u653e\u7684\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u4f34\u968f\u7740\u667a\u80fd\u624b\u673a\u7684\u6d41\u884c\uff0c\u6881\u5091\u7136\u627e\u5230\u4e86\u65b0\u7684\u7814\u7a76\u5174\u8da3\u3002\u201c\u667a\u80fd\u624b\u673a\u6700\u9177\u7684\u4e00\u70b9\u662f\u5176\u4e0a\u53ef\u4ee5\u627f\u8f7d\u5404\u79cd\u5404\u6837\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u800c\u8fd9\u8ba9\u2018\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u2019\u6210\u4e3a\u4e86\u4e00\u79cd\u8d8b\u52bf\u3002\u201d\u4f46\u7531\u4e8e\u6bcf\u4e2a\u4eba\u7684\u7f16\u7a0b\u8d28\u91cf\u53c2\u5dee\u4e0d\u9f50\uff0c\u5927\u91cf\u7684\u5e94\u7528\u7a0b\u5e8f\u96be\u514d\u4f1a\u4ea7\u751f\u5f88\u591a bug\u3002\u4e3a\u4e86\u4fdd\u8bc1\u6700\u7ec8\u7528\u6237\u7684\u5e94\u7528\u4f53\u9a8c\uff0c\u5c31\u9700\u8981\u4eba\u5de5\u5bf9\u5e94\u7528\u5546\u5e97\u4e2d\u6210\u5343\u4e0a\u4e07\u7684\u5e94\u7528\u8fdb\u884c\u5ba1\u6838\uff0c\u4f46\u8fd9\u4e0d\u4ec5\u6548\u7387\u4f4e\u4e14\u8d28\u91cf\u65e0\u6cd5\u4fdd\u8bc1\u3002\u5bf9\u6b64\uff0c\u56e2\u961f\u548c\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u7684 Ranveer Chandra \u535a\u58eb\u840c\u751f\u4e86\u81ea\u52a8\u5316\u5ba1\u6838\u7684\u60f3\u6cd5\uff0c\u5e76\u5f00\u59cb\u501f\u52a9\u673a\u5668\u5b66\u4e60\u6280\u672f\u5f00\u53d1\u5ba1\u6838\u5de5\u5177\u3002\u5229\u7528\u81ea\u52a8\u5316\u5ba1\u6838\u5de5\u5177\uff0c\u673a\u5668\u4f1a\u8fdb\u884c\u4e00\u8f6e\u521d\u7b5b\uff0c\u6dd8\u6c70\u90a3\u4e9b\u95ee\u9898\u660e\u663e\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u7136\u540e\u518d\u5c06\u5269\u4f59\u5e94\u7528\u4ea4\u7531\u4eba\u5de5\u5ba1\u6838\uff0c\u5927\u5927\u51cf\u8f7b\u4e86\u5ba1\u6838\u4eba\u5458\u7684\u538b\u529b\u3002\u6881\u5091\u7136\u548c\u56e2\u961f\u8fd8\u66fe\u53d1\u8868\u9898\u4e3a\u201cHow to Smash the Next Billion Mobile App Bugs?\uff08\u5982\u4f55\u89e3\u51b3\u4e0b10\u4ebf\u4e2a App \u7684\u6f0f\u6d1e\uff1f)\u201d\u7684\u8bba\u6587\uff0c\u4ee5\u671f\u7c4d\u7531\u673a\u5668\u5b66\u4e60\u9a71\u52a8\u7684\u6280\u672f\uff0c\u8ba9\u4eba\u4eba\u90fd\u80fd\u5f00\u53d1\u51fa\u9ad8\u8d28\u91cf\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u76f8\u5173\u7684\u4e00\u7cfb\u5217\u7814\u7a76\u4e5f\u63a8\u52a8\u4e86\u4e1a\u754c\u5bf9\u5e94\u7528\u7a0b\u5e8f\u5ba1\u6838\u673a\u5236\u7684\u521b\u65b0\u3002<\/p>\n\n\n\n<p>\u8fd1\u5e74\u6765\uff0c\u6881\u5091\u7136\u53c8\u770b\u5230\u4e86\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u201c\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u201d\u4e0b\u7684\u66f4\u5927\u6f5c\u529b\uff0c\u8f6c\u5165\u7cfb\u7edf\u548c\u7f51\u7edc\u7814\u7a76\u7ec4\uff0c\u4e3b\u653b AI for Systems \u65b9\u5411\u7684\u7814\u7a76\u3002\u5728\u6881\u5091\u7136\u770b\u6765\uff0c\u4e91\u8ba1\u7b97\u7684\u53d1\u5c55\u8ba9\u6bcf\u4e2a\u4eba\u90fd\u80fd\u65b9\u4fbf\u3001\u5feb\u901f\u5730\u83b7\u53d6\u8ba1\u7b97\u8d44\u6e90\u3002\u672a\u6765\uff0c\u4e91\u8ba1\u7b97\u52bf\u5fc5\u662f\u4e16\u754c\u4e0a\u6700\u5f3a\u5927\u7684\u8ba1\u7b97\u7cfb\u7edf\u4e4b\u4e00\u3002\u867d\u7136\u4e91\u770b\u8d77\u6765\u4f7f\u7528\u7b80\u5355\uff0c\u53ea\u8981\u6839\u636e\u9700\u6c42\u8d2d\u4e70\u76f8\u5e94\u6570\u91cf\u7684\u865a\u62df\u670d\u52a1\u5668\u5373\u53ef\uff0c\u4f46\u4e8b\u5b9e\u5e76\u975e\u5982\u6b64\uff0c\u5b83\u8fd8\u4f1a\u6d89\u53ca\u4e00\u7cfb\u5217\u7684\u5206\u5e03\u5f0f\u7f16\u7801\u3001\u914d\u7f6e\u3001\u8fd0\u7ef4\u7684\u4e13\u4e1a\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u54ea\u79cd\u7c7b\u578b\u7684\u865a\u62df\u670d\u52a1\u5668\u66f4\u80fd\u6ee1\u8db3\u4e1a\u52a1\u9700\u6c42\uff1f\u6bcf\u53f0\u865a\u62df\u670d\u52a1\u5668\u9002\u5408\u8fd0\u884c\u54ea\u4e9b\u4e1a\u52a1\u5e94\u7528\uff1f\u865a\u62df\u670d\u52a1\u5668\u4e4b\u95f4\u5982\u4f55\u5206\u5e03\u5f0f\u8fd0\u884c\uff1f\u4e1a\u52a1\u9ad8\u5cf0\u4f4e\u8c37\u65f6\u5982\u4f55\u5e73\u8861\u8d44\u6e90\uff1f\u4e0d\u4ec5\u5982\u6b64\uff0c\u8fd8\u9700\u8981\u4f18\u5316\u914d\u7f6e\u5e94\u7528\u53c2\u6570\u4ee5\u66f4\u597d\u5730\u5229\u7528\u4e91\u8d44\u6e90\uff0c\u66f4\u8981\u9632\u6b62\u4e00\u53f0\u865a\u62df\u670d\u52a1\u5668\u53d1\u751f\u610f\u5916\u5bf9\u5176\u5b83\u865a\u62df\u670d\u52a1\u5668\u9020\u6210\u5f71\u54cd\u3002\u89e3\u51b3\u8fd9\u4e00\u7cfb\u5217\u95ee\u9898\u90fd\u9700\u8981\u4e13\u4e1a\u77e5\u8bc6\u3002\u968f\u7740\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u6108\u6e10\u6210\u719f\uff0c\u6881\u5091\u7136\u5728 AI for Systems \u7684\u7814\u7a76\u53ef\u4ee5\u5229\u7528\u673a\u5668\u5b66\u4e60\u548c AI \u7b49\u6280\u672f\uff0c\u4f7f\u4e91\u4e0a\u7684\u8d44\u6e90\u80fd\u81ea\u4e3b\u5730\u9002\u914d\u7528\u6237\u5e94\u7528\u7684\u8d1f\u8f7d\u9700\u6c42\u3002\u6700\u7ec8\uff0c\u4e91\u7684\u8fd9\u4e2a\u81ea\u4e3b\u6027\u5c06\u5e2e\u52a9\u6240\u6709\u4eba\u90fd\u80fd\u66f4\u65b9\u4fbf\u5730\u7f16\u7a0b\u4e16\u754c\u4e0a\u6700\u5f3a\u5927\u7684\u8ba1\u7b97\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u4ece\u548c\u4ea7\u54c1\u7ec4\u5408\u4f5c\u4e2d\uff0c\u6881\u5091\u7136\u548c\u56e2\u961f\u6df1\u523b\u5730\u4f53\u4f1a\u5230\u673a\u5668\u5b66\u4e60\u7406\u8bba\u548c\u5b9e\u9645\u7cfb\u7edf\u95ee\u9898\u7684\u5dee\u8ddd\u3002\u4e91\u539f\u751f\u7cfb\u7edf\u666e\u904d\u6709\u7740\u9ad8\u5ea6\u7684\u590d\u6742\u5ea6\u3001\u89c4\u6a21\u548c\u884c\u4e3a\u52a8\u6001\u53d8\u5316\u3002\u5f53\u5b66\u4e60\u5bf9\u8c61\u53d1\u751f\u53d8\u5316\u65f6\uff0c\u9700\u8981\u82b1\u8d39\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5929\u91cd\u65b0\u6536\u96c6\u7cfb\u7edf\u6570\u636e\u518d\u8bad\u7ec3 AI \u6a21\u578b\uff0c\u800c\u4e14\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u8fd8\u4f1a\u4ea7\u751f\u5de8\u5927\u7684\u6210\u672c\u3002\u5728 AI for Systems \u7684\u6a21\u578b\u5b66\u4e60\u4e2d\uff0c\u4ed6\u4eec\u53d1\u73b0\u4e91\u7cfb\u7edf\u7684\u590d\u6742\u53d8\u5316\u5176\u5b9e\u6709\u89c4\u5f8b\u53ef\u5faa\u3002\u6bd4\u5982\u7cfb\u7edf\u4e0a\u6709\u5341\u9879\u4e91\u670d\u52a1\uff0c\u67d0\u4e00\u5468\u66f4\u65b0\u5176\u4e2d\u7684\u4e00\u9879\uff0c\u867d\u7136\u8fd9\u4f1a\u5f71\u54cd\u6574\u4e2a\u7cfb\u7edf\uff0c\u4f46\u7406\u8bba\u4e0a\u66f4\u65b0\u53ea\u662f\u66f4\u6539\u4e86\u5176\u4e2d\u4ec5\u4e00\u4e2a\u670d\u52a1\u7684\u7f16\u7801\u914d\u7f6e\u3002\u540c\u6837\u7684\u9053\u7406\u4e5f\u9002\u7528\u4e8e\u4e91\u670d\u52a1\u7684\u6269\u5bb9\u3002\u56e0\u6b64\uff0cAI \u6a21\u578b\u4e5f\u53ea\u9700\u8981\u76f8\u5e94\u5730\u4fee\u6539\u53d8\u5316\u90e8\u5206\u5373\u53ef\uff0c\u8fd9\u5c31\u662f\u6a21\u5757\u5316\u3002\u201c\u6a21\u5757\u5316\u7684\u601d\u7ef4\u65b9\u6cd5\u8ba9\u6211\u4eec\u91cd\u65b0\u601d\u8003\u4ee5\u5f80 AI for Systems \u7684\u843d\u5730\uff0c\u4ece\u800c\u4fc3\u4f7f\u6211\u4eec\u5728\u8303\u5f0f\u4e0a\u8fdb\u884c\u9769\u65b0\u3002\u201d\u6881\u5091\u7136\u8bf4\u3002<\/p>\n\n\n\n<p>\u57fa\u4e8e\u8fd9\u4e9b\u53d1\u73b0\uff0c\u6881\u5091\u7136\u548c\u56e2\u961f\u63d0\u51fa\u4e86 Fluxion\uff0c\u4e00\u4e2a\u901a\u8fc7\u6a21\u5757\u5316\u5b66\u4e60\u5efa\u6a21\u7aef\u5230\u7aef\u7cfb\u7edf\u5ef6\u8fdf\u7684\u6846\u67b6\u3002Fluxion \u5f15\u5165\u4e86\u65b0\u7684\u62bd\u8c61\u5b66\u4e60\u5206\u914d\uff0c\u5141\u8bb8\u5bf9\u5355\u4e2a\u5b50\u7ec4\u4ef6\u8fdb\u884c\u5efa\u6a21\uff0c\u800c\u4e0d\u7528\u5bf9\u6574\u4e2a\u7cfb\u7edf\u8fdb\u884c\u7aef\u5230\u7aef\u5ef6\u8fdf\u5efa\u6a21\u3002\u5e76\u4e14\u901a\u8fc7\u7edf\u4e00\u7684\u754c\u9762\uff0c\u8be5\u65b9\u6cd5\u53ef\u4ee5\u5c06\u591a\u4e2a\u5f02\u6784\u5b66\u4e60\u4efb\u52a1\u7ec4\u5408\u6210\u4e00\u4e2a\u63a8\u7406\u56fe\uff0c\u52a8\u6001\u5730\u5bf9\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u8fdb\u884c\u5efa\u6a21\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u6210\u672c\u548c\u5ef6\u8fdf\u3002\u76f8\u5173\u8bba\u6587\u201cOn Modular Learning of Distributed Systems for Predicting End-to-End Latency\u201d\u5df2\u88ab\u56fd\u9645\u9876\u7ea7\u7f51\u7edc\u9886\u57df\u5b66\u672f\u4f1a\u8bae NSDI 2023 \u63a5\u6536\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"779\" height=\"393\" src=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-5-66a36b683a7f5.png\" alt=\"Fluxion \u7684\u67b6\u6784\u56fe\" class=\"wp-image-1061937\" srcset=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-5-66a36b683a7f5.png 779w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-5-66a36b683a7f5-300x151.png 300w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-5-66a36b683a7f5-768x387.png 768w, https:\/\/newed.any0.dpdns.org\/en-us\/research\/wp-content\/uploads\/2024\/07\/mike-liang-5-66a36b683a7f5-240x121.png 240w\" sizes=\"auto, (max-width: 779px) 100vw, 779px\" \/><figcaption class=\"wp-element-caption\"><em>Fluxion \u7684\u67b6\u6784\u56fe<\/em><\/figcaption><\/figure>\n\n\n\n<p>\u6b64\u5916\uff0c\u6881\u5091\u7136\u548c\u56e2\u961f\u8fd8\u5728\u7740\u624b\u8fdb\u884c\u5176\u4ed6\u7684\u7814\u7a76\uff0c\u6765\u5b9e\u73b0\u4e91\u4e0a\u8d44\u6e90\u7684\u81ea\u4e3b\u9002\u914d\u6027\u3002\u9664\u4e86\u5927\u89c4\u6a21\u7684\u81ea\u52a8\u6269\u5bb9\u6280\u672f\uff0c\u8fd8\u5305\u62ec AI for Processors \u6280\u672f\u3002\u4f8b\u5982\uff0c\u4e91\u4e0a\u8fd0\u884c\u7684\u6570\u636e\u5e93\u548c\u7f51\u9875\u670d\u52a1\u5668\u5bf9\u82af\u7247\u6709\u7740\u4e0d\u540c\u7684\u8981\u6c42\uff0c\u800c\u5b83\u4eec\u5374\u88ab\u540c\u4e00\u5757\u901a\u7528\u82af\u7247\u4ee5\u540c\u6837\u7684\u65b9\u5f0f\u8fd0\u884c\u3002\u5982\u679c\u82af\u7247\u4e0d\u80fd\u53ca\u65f6\u505a\u51fa\u4f18\u5316\uff0c\u90a3\u4e48\u7406\u8bba\u4e0a\u8fd9\u4e9b\u8f6f\u4ef6\u7684\u6027\u80fd\u5c31\u4f1a\u88ab\u6781\u5927\u5f71\u54cd\u3002\u6881\u5091\u7136\u548c\u56e2\u961f\u5e0c\u671b\u4f7f\u7528 AI \u6280\u672f\u8ba9\u901a\u7528\u82af\u7247\u66f4\u6df1\u523b\u5730\u7406\u89e3\u6b63\u5728\u88ab\u6267\u884c\u7684\u6307\u4ee4\uff08\u6216\u4f4e\u9636\u673a\u5668\u8bed\u8a00\uff09\uff0c\u6765\u81ea\u4e3b\u5730\u9488\u5bf9\u4e0d\u540c\u7684\u573a\u666f\u505a\u51fa\u4e0d\u540c\u7684\u8c03\u6574\u3002<\/p>\n\n\n\n<p>\u4e3a\u5b9e\u73b0\u201c\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u201d\u7684\u613f\u666f\uff0c\u6881\u5091\u7136\u548c\u56e2\u961f\u4ece\u591a\u4e2a\u89d2\u5ea6\u4e0d\u540c\u65b9\u5411\u63a2\u8ba8\u4e91\u8d44\u6e90\u7684\u81ea\u4e3b\u9002\u914d\u6027\u3002\u5176\u4e2d\u90e8\u5206\u7814\u7a76\u6210\u679c\u5982\u4eca\u5df2\u7ecf\u878d\u5165\u5230\u5fae\u8f6f\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u4e2d\uff0c\u5982\u5fae\u8f6f\u5fc5\u5e94\uff08Bing\uff09\u641c\u7d22\u4ea7\u54c1\u4e2d\uff0c\u901a\u8fc7\u81ea\u4e3b\u4f18\u5316\u6570\u636e\u7f13\u5b58\uff0c\u6700\u7ec8\u63d0\u5347\u4e86\u7ec8\u7aef\u7528\u6237\u7684\u4f53\u9a8c\uff0c\u8ba9\u6881\u5091\u7136\u7684\u613f\u666f\u9010\u6e10\u6210\u4e3a\u73b0\u5b9e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ee5\u4e09\u5e74\u4e3a\u754c-\u4e0d\u65ad\u5730\u8bd5\u9519\u4e0e\u8c03\u6574\">\u4ee5\u4e09\u5e74\u4e3a\u754c\uff0c\u4e0d\u65ad\u5730\u8bd5\u9519\u4e0e\u8c03\u6574<\/h2>\n\n\n\n<p>\u65e0\u8bba\u662f\u83b7\u5f97 ACM SenSys 2022 \u65f6\u95f4\u68c0\u9a8c\u5956\u7684\u65e0\u7ebf\u611f\u77e5\u7814\u7a76\uff0c\u8fd8\u662f\u201c\u4eba\u4eba\u7686\u53ef\u7f16\u7a0b\u201d\u7684\u613f\u666f\uff0c\u6bcf\u6b21\u7814\u7a76\u8d5b\u9053\u7684\u8f6c\u6362\uff0c\u6881\u5091\u7136\u90fd\u9009\u62e9\u5c06\u957f\u671f\u4e3b\u4e49\u7684\u7406\u5ff5\u704c\u6ce8\u4e8e\u7814\u7a76\u5de5\u4f5c\u4e4b\u4e2d\u3002\u4e3a\u4ec0\u4e48\u6881\u5091\u7136\u4e00\u6b21\u53c8\u4e00\u6b21\u5730\u9009\u62e9\u8fd9\u79cd\u77ed\u671f\u5185\u65e0\u6cd5\u5b9e\u73b0\u7a81\u7834\u6027\u6210\u679c\u7684\u7814\u7a76\uff1f<\/p>\n\n\n\n<p>\u201c\u8fd9\u8fd8\u662f\u8981\u56de\u5f52\u5230\u6211\u7684\u7406\u5ff5\uff1a\u4e0e\u6709\u8da3\u7684\u4eba\u505a\u6709\u8da3\u7684\u4e8b\u3002\u8ba1\u7b97\u673a\u884c\u4e1a\u77ac\u606f\u4e07\u53d8\uff0c\u70ed\u95e8\u7684\u95ee\u9898\u4e5f\u5728\u65f6\u523b\u53d8\u5316\u3002\u4f46\u6211\u89c9\u5f97\u66f4\u6709\u8da3\u7684\u662f\u4e09\u5e74\u4e4b\u540e\u6709\u53ef\u80fd\u53d1\u751f\u7684\u884c\u4e1a\u8d8b\u52bf\u3002\u8fd9\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u662f\u4e00\u4e2a\u8d4c\u6ce8\uff1a\u8d62\u4e86\uff0c\u6211\u4eec\u5c31\u6bd4\u5176\u4ed6\u4eba\u65e9\u8d70\u4e86\u51e0\u6b65\uff0c\u751a\u81f3\u6709\u53ef\u80fd\u5e26\u6765\u8303\u5f0f\u4e0a\u7684\u8f6c\u53d8\uff1b\u5373\u4f7f\u5931\u8d25\u4e86\uff0c\u4e09\u5e74\u7684\u65f6\u95f4\u4e5f\u6709\u4e00\u5b9a\u7684\u5bb9\u9519\u7a7a\u95f4\uff0c\u53ef\u4ee5\u8ba9\u6211\u4eec\u518d\u6b21\u8c03\u6574\uff0c\u91cd\u65b0\u9009\u62e9\u8d5b\u9053\u3002\u201d\u6881\u5091\u7136\u7279\u522b\u559c\u6b22\u5fae\u8f6f\u6770\u51fa\u79d1\u5b66\u5bb6 Phil Bernstein \u5bf9\u4e8e\u79d1\u7814\u7684\u53cd\u601d\u2014\u2014\u6211\u4eec\u5e94\u8be5\u5173\u6ce8\u7814\u7a76\u6210\u679c\u7a76\u7adf\u80fd\u5bf9\u5b66\u672f\u754c\u6216\u4ea7\u4e1a\u754c\u7684\u672a\u67653-5\u5e74\u5e26\u6765\u4ec0\u4e48\u6837\u7684\u63a8\u52a8\u548c\u6539\u53d8\uff0c\u800c\u4e0d\u662f\u6bcf\u5e74\u53d1\u4e86\u591a\u5c11\u7bc7\u8bba\u6587\u3002<\/p>\n\n\n\n<p>\u201c\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u76f4\u9f13\u52b1\u957f\u671f\u6295\u8d44\uff0c\u505a\u6709\u5f71\u54cd\u529b\u7684\u7814\u7a76\uff0c\u5e76\u521b\u9020\u4e86\u4e00\u4e2a\u591a\u5143\u5305\u5bb9\u7684\u79d1\u7814\u6c1b\u56f4\u3002\u8fd9\u8ba9\u6211\u53ef\u4ee5\u548c\u80cc\u666f\u4e0d\u540c\u7684\u540c\u4e8b\u4eec\u5f62\u6210\u2018\u6709\u8da3\u2019\u7684\u7ec4\u5408\uff0c\u4e00\u8d77\u505a\u2018\u6709\u8da3\u2019\u7684\u7814\u7a76\u3002\u201d<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/www.msra.cn\/wp-content\/uploads\/2023\/01\/mike-liang-6.png\" alt=\"mike-liang-6\" class=\"wp-image-44035\"\/><\/figure>\n\n\n\n<p><em>\u5de5\u4f5c\u4e4b\u4f59\uff0c\u6881\u5091\u7136\u8fd8\u662f\u4e00\u4f4d\u7f51\u7403\u9ad8\u624b\uff0c\u8fd9\u9879\u201c\u6709\u8da3\u201d\u7684\u8fd0\u52a8\u4ed6\u4e5f\u575a\u6301\u4e86\u5341\u591a\u5e74\uff0c\u65e2\u83b7\u5f97\u8fc7\u9636\u6bb5\u6027\u7684\u8363\u8a89\uff0c\u4e5f\u5728\u52aa\u529b\u5411\u7740\u957f\u8fdc\u7684\u8054\u76df\u7403\u961f\u7b2c\u4e00\u7684\u5b9d\u5ea7\u8fdb\u519b\u3002\u6881\u5091\u7136\uff08\u53f3\u4e00\uff09\u548c\u5fae\u8f6f\u4e2d\u56fd\u7f51\u7403\u4ff1\u4e50\u90e8\u7684\u540c\u4e8b\u4e00\u8d77\u5728\u6d77\u6dc0\u533a\u91cd\u70b9\u4f01\u4e1a\u7f51\u7403\u4ff1\u4e50\u90e8\u6bd4\u8d5b\u4e2d\u83b7\u5f97\u4f73\u7ee9\u3002<\/em><\/p>\n\n\n\n<p>\u76f8\u5173\u8bba\u6587\u94fe\u63a5\uff1a<\/p>\n\n\n\n<p>1.&nbsp;<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/design-and-evaluation-of-a-versatile-and-efficient-receiver-initiated-link-layer-for-low-power-wireless\/\">Design and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless<\/a><\/p>\n\n\n\n<p>2.&nbsp;<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/how-to-smash-the-next-billion-mobile-app-bugs\/\">How to Smash the Next Billion Mobile App Bugs?<\/a><\/p>\n\n\n\n<p>3.&nbsp;<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/autosys-the-design-and-operation-of-learning-augmented-systems\/\">AutoSys: The Design and Operation of Learning-Augmented Systems<\/a><\/p>\n\n\n\n<p>4.&nbsp;<a href=\"https:\/\/newed.any0.dpdns.org\/en-us\/research\/publication\/on-modular-learning-of-distributed-systems-for-predicting-end-to-end-latency\/\">On Modular Learning of Distributed Systems for Predicting End-to-End Latency<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u8fd1\u671f\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458\u6881\u5091\u7136\uff08Mike Liang\uff09\u5173\u4e8e AI \u6a21\u5757\u5316\u7814\u7a76\u7684\u8bba\u6587\u201cOn Modular Learning of Distributed Systems for Predicting End-to-End Latency\u201d\u521a\u521a\u88ab\u56fd\u9645\u9876\u7ea7\u7f51\u7edc\u9886\u57df\u5b66\u672f\u4f1a\u8bae NSDI 2023 \u63a5\u6536\u3002\u4e00\u4e2a\u591a\u6708\u524d\uff0c\u6881\u5091\u7136\u6b64\u524d\u7684\u7814\u7a76\u5de5\u4f5c\u201cDesign and Evaluation of a Versatile and Efficient Receiver-Initiated Link Layer for Low-Power Wireless\u201d\u8fd8\u8363\u83b7\u4e86\u56fd\u9645\u79fb\u52a8\u8ba1\u7b97\u548c\u611f\u77e5\u9886\u57df\u9876\u7ea7\u4f1a\u8bae ACM SenSys 2022 \u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Award\uff09\u3002 \u4e00\u9879\u7814\u7a76\u6210\u679c\uff0c\u7ecf\u53d7\u4f4f\u65f6\u95f4\u7684\u68c0\u9a8c\uff0c\u5341\u4e8c\u5e74\u4e4b\u540e\u518d\u83b7\u8ba4\u53ef\uff0c\u8fd9\u5bf9\u7814\u7a76\u5458\u6765\u8bf4\u662f\u4e00\u79cd\u600e\u6837\u7684\u4f53\u9a8c\uff1f\u6881\u5091\u7136\u662f\u5982\u4f55\u505a\u5230\u6301\u7eed\u521b\u65b0\u4e0e\u575a\u6301\u957f\u671f\u4e3b\u4e49\u7814\u7a76\u7684\uff1f\u73b0\u5728\u7684\u4ed6\u53c8\u6709\u7740\u600e\u6837\u7684\u7814\u7a76\u613f\u666f\uff1f 2010\u5e74\uff0c\u8fd8\u5728\u535a\u58eb\u6c42\u5b66\u9636\u6bb5\u7684\u6881\u5091\u7136\uff08Mike Liang\uff09\u6210\u4e3a\u4e86\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u5218\u52bc\u535a\u58eb\u548c\u8d75\u5cf0\u535a\u58eb\u7684\u4e00\u540d\u5b9e\u4e60\u751f\u3002\u5b9e\u4e60\u671f\u95f4\uff0c\u6881\u5091\u7136\u4e86\u89e3\u5230\u7814\u7a76\u9662\u6709\u4e00\u4e2a\u7814\u7a76\u8bfe\u9898\u662f\u501f\u52a9\u4f20\u611f\u5668\u5b9e\u73b0\u6570\u636e\u4e2d\u5fc3\u73af\u5883\u7684\u6570\u5b57\u5316\uff0c\u800c\u8fd9\u6070\u597d\u4e5f\u662f\u4ed6\u7684\u4e13\u4e1a\u65b9\u5411\u548c\u5174\u8da3\u6240\u5728\u3002\u201c\u7269\u7406\u4e16\u754c\u4e2d\u6709\u592a\u591a\u7684\u73b0\u8c61\uff0c\u6bd4\u5982\u58f0\u3001\u5149\u3001\u70ed\u3001\u529b\u3001\u7535\uff0c\u867d\u7136\u6211\u4eec\u80fd\u591f\u770b\u5230\u548c\u611f\u53d7\u5230\uff0c\u4f46\u5374\u65e0\u6cd5\u66f4\u8fdb\u4e00\u6b65\u5730\u7406\u89e3\u3002\u6211\u535a\u58eb\u671f\u95f4\u7684\u4e13\u4e1a\u5c31\u662f\u4f20\u611f\u5668\u7f51\u7edc\u3002\u5f53\u65f6\u8fd9\u4e2a\u9886\u57df\u7684\u540c\u5b66\u4eec\u90fd\u6709\u4e00\u4e2a\u68a6\u60f3\uff0c\u5e0c\u671b\u53ef\u4ee5\u5728\u7269\u7406\u4e16\u754c\u90e8\u7f72\u5927\u89c4\u6a21\u4f20\u611f\u5668\u7f51\u7edc\u6765\u8fbe\u5230\u5b9e\u65f6\u6570\u5b57\u5316\uff0c\u5e76\u900f\u8fc7\u65e0\u7ebf\u65b9\u5f0f\u5c06\u611f\u77e5\u7684\u6570\u636e\u4f20\u8f93\u5b58\u50a8\u8d77\u6765\uff0c\u4ece\u800c\u66f4\u6df1\u5ea6\u5730\u7406\u89e3\u7269\u7406\u4e16\u754c\u3002\u201d\u8c08\u53ca\u5f00\u5c55\u76f8\u5173\u7814\u7a76\u5de5\u4f5c\u7684\u521d\u5fc3\u65f6\uff0c\u6881\u5091\u7136\u8bf4\u3002 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