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；工业互联网；AI+Edge

 

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算法设计与系统实现、边缘计算、工业互联网、AI+Edge。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：

  1. 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). [CCF A]

  2. 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. [CCF A]

  3. 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 [CCF T1国内期刊] 

  4. Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo. Tabi: An Efficient Multi-Level Inference System for Large Language Models. ACM Eurosys 2023 [CCF A]

  5. 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 [CCF A]

  6. 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 [CCF A]

  7. 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 [CCF A]

  8. 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 [CCF A]

  9. 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 [CCF A]

  10. 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 [CCF A]