谈海生 |
E-mail：hstan@ustc.edu.cn 个人主页：http://staff.ustc.edu.cn/~hstan/ 主要研究方向：网络计算算法与系统；边缘计算； AI+Edge；人工智能系统与网络 谈海生，特任教授，博士生导师。本科毕业于中国科学技术大学(获郭沫若奖学金)，博士毕业于香港大学计算机科学系。主要研究方向为网络计算算法设计与系统实现、边缘计算、AI+Edge、人工智能系统与网络。近年致力于云边端协同计算、边缘侧模型部署优化相关算法研究及系统实现，相关论文发表在IEEE/ACM ToN, IEEE JSAC, IEEE TPDS, NSDI，INFOCOM, EuroSys等国际顶级期刊和会议，出版边缘计算相关专著1本。获得重要学术会议最佳论文奖5次。入选国家高层次人才(青年)特殊支持计划。IEEE 高级会员，CCF物联网专委会、分布式计算与系统专委会执行委员。 |
十篇代表性论著：
Chengquan Feng, Li Zhang, Yuanchi Liu, Jiahang Xu, Chengruidong Zhang, Zhiyuang Wang, Ting Cao, Mao Yang, and Haisheng Tan. LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search. The 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24).
Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, and Guoliang Chen. Online Container Caching with Late-Warm for IoT Data Processing. IEEE International Conference on Data Engineering (ICDE 2024), 13-17 May 2024, Utrecht, Netherlands.
Haisheng Tan, Guopeng Li, Ziyu Shen, Zihe Wang, Zhenhua Han, Mingjun Xiao, Xiang-Yang Li, Guoliang Chen, Edge-Centric Pricing Mechanisms with Selfish Heterogeneous Users, Journal of Computer Science and Technology (JCST), 2024 [国内期刊]
Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo. Tabi: An Efficient Multi-Level Inference System for Large Language Models. ACM Eurosys 2023
Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng Jiang, Guopeng Li, and Xiang.-Yang. Li. Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing. IEEE/ACM Transactions on Networking (IEEE/ACM ToN) Volume: 31, Issue: 1, Page(s): 352 – 365, February 2023
Zhenhua Han, Haisheng Tan, Shaofeng Jiang, Wanli Cao, Xiaoming Fu, Lan Zhang, and Francis Lau，SPIN: BSP Job Scheduling with Placement-Sensitive Execution，IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Volume: 29, Issue: 5, pp. 2267 – 2280, Oct. 2021
Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, and Mingxia Li. Asymptotically Optimal Online Caching on Multiple Caches with Relaying and Bypassing. IEEE/ACM Transactions on Networking (IEEE/ACM ToN), Volume: 29, Issue: 4, pp. 1841-1852, Aug. 2021
Haisheng Tan, Chi Zhang, Chao Xu, Yupeng Li, Zhenhua Han, Xiang-Yang Li . Regularization-Based Coflow Scheduling in Optical Circuit Switches. IEEE/ACM Transactions on Networking (IEEE/ACM ToN), VOL. 29, NO. 3, pp. 1280-1293, JUNE 2021
Haisheng Tan, Shaofeng Jiang, Yupeng Li, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han and Francis Lau,“Joint Online Coflow Routing and Scheduling in Data Center Networks, IEEE/ACM Transactions on Networking (IEEE/ACM ToN),Vol. 27, No.5, pp. 1771-1786, Aug. 2019
Haisheng Tan, Shaofeng Jiang, Zhenhua Han, Liuyan Liu, Kai Han, and Qinglin Zhao. Camul: Online Caching on Multiple Caches with Relaying and Bypassing, IEEE International Conference on Computer Communications (IEEE INFOCOM’19), Paris, France, 2019.04.29-2019.05.02