I am a Researcher in Microsoft Research Asia (Shanghai). I obtained Ph.D. degree from The University of Hong Kong (HKU) in 2020, advised by Prof. Francis C.M. Lau. Before that, I obtained B.Eng in Electronic and Information Engineering from University of Electronic Science and Technology of China in 2014. My research interests are resource management, systems for machine learning, and cloud computing.
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees
Hanyu Zhao*, Zhenhua Han*, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C.M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang
USENIX OSDI ‘20 [Paper] [Github]
Automating Cloud Deployment for Deep Learning Inference of Real-time Online Services
Yang Li*, Zhenhua Han*, Quanlu Zhang, Zhenhua Li, Haisheng Tan
IEEE INFOCOM ‘20
Gandiva: Introspective Cluster Scheduling for Deep Learning
Wencong Xiao, Romil Bhardwaj , Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
USENIX OSDI ‘18
Regularization-Based Coflow Scheduling in Optical Circuit Switches
Haisheng Tan; Chi Zhang; Chao Xu; Yupeng Li; Zhenhua Han; Xiang-Yang Li.
To appear on IEEE/ACM Transaction on Networking, 2021
Online Dispatching and Scheduling of Jobs with Heterogeneous Utilities in Edge Computing
Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Nikolaos Freris, Xiang-Yang Li.
Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation
Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Xiaoming Fu, Wanli Cao, Francis C.M. Lau
IEEE INFOCOM ‘20
OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds
Zhenhua Han, Haisheng Tan, Xiang-Yang Li, Shaofeng H.-C. Jiang, Yupeng Li, Francis C.M. Lau.
IEEE/ACM Transaction on Networking Dec. 2019
Previously accepted by IEEE INFOCOM ‘17
Joint Online Coflow Routing and Scheduling in Data Center Networks
Haisheng Tan, Shaofeng Jiang, Yupeng Li, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han, Francis C.M. Lau
IEEE/ACM Transaction on Networking Aug. 2019
Camul: Online Caching on Multiple Caches with Relaying and Bypassing
Haisheng Tan, Shaofeng Jiang, Zhenhua Han*, Liuyan Liu, Kai Han, Qinglin Zhao
(* Corresponding author)
IEEE INFOCOM 2019.
Energy Efficient Dynamic Virtual Machine Management in Data Centers
Zhenhua Han, Haisheng Tan, Rui Wang, Guihai Chen, Yupeng Li, Francis C.M. Lau
IEEE/ACM Transaction on Networking Jan. 2019
Previously accepted by IEEE INFOCOM ‘16
Online Learning based Uplink Scheduling in HetNets with Limited Backhaul Capacity
Zhenhua Han, Haisheng Tan, Rui Wang, Shaojie Tang, Francis C.M. Lau.
IEEE INFOCOM ‘18
Congestion Game with Agent and Resource Failures
Yupeng Li, Yongzheng Jia, Haisheng Tan, Rui Wang, Zhenhua Han, Francis C.M. Lau.
IEEE Journal on Selected Areas in Communications (JSAC) 2017