Zhenhua Han

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 53

Top Topics

Streaming Video

Computational Fluid Dynamics

Cognitive Radio

Top Venues

IEEE/ACM Trans. Netw.

Publications

Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, Guoliang Chen
Online Container Caching with Late-Warm for IoT Data Processing. ICDE (2024)
Yang Li, Zhenhua Li, Zhenhua Han, Quanlu Zhang, Xiaobo Ma
Automating Cloud Deployment for Real-Time Online Foundation Model Inference. IEEE/ACM Trans. Netw. 32 (2) (2024)
Huiqiang Jiang, Yucheng Li, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Zhenhua Han, Amir H. Abdi, Dongsheng Li, Chin-Yew Lin, Yuqing Yang, Lili Qiu
MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention. CoRR (2024)
Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. CoRR (2024)
Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu
Parrot: Efficient Serving of LLM-based Applications with Semantic Variable. OSDI (2024)
Guopeng Li, Haisheng Tan, Liuyan Liu, Hao Zhou, Shaofeng H.-C. Jiang, Zhenhua Han, Xiang-Yang Li, Guoliang Chen
DAG Scheduling in Mobile Edge Computing. ACM Trans. Sens. Networks 20 (1) (2024)
Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu
Online Streaming Video Super-Resolution With Convolutional Look-Up Table. IEEE Trans. Image Process. 33 (2024)
Weihao Cui, Zhenhua Han, Lingji Ouyang, Yichuan Wang, Ningxin Zheng, Lingxiao Ma, Yuqing Yang, Fan Yang, Jilong Xue, Lili Qiu, Lidong Zhou, Quan Chen, Haisheng Tan, Minyi Guo
Optimizing Dynamic Neural Networks with Brainstorm. OSDI (2023)
Ruibin Li, Qihua Zhou, Song Guo, Jie Zhang, Jingcai Guo, Xinyang Jiang, Yifei Shen, Zhenhua Han
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models. CoRR (2023)
Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu
ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning. ASPLOS (2) (2023)
Mingxia Li, Zhenhua Han, Chi Zhang, Ruiting Zhou, Yuanchi Liu, Haisheng Tan
Dynamic Resource Allocation for Deep Learning Clusters with Separated Compute and Storage. INFOCOM (2023)
Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou
PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation. SOSP (2023)
Guanghao Yin, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Donglin Bai, Haisheng Tan, Shouqian Sun, Yuqing Yang, Dongsheng Li, Lili Qiu
Online Video Streaming Super-Resolution with Adaptive Look-Up Table Fusion. CoRR (2023)
Wenjie Wang, Zhenhua Han, Ji Pei, Giorgio Pavesi, Xiaobo Gong, Shouqi Yuan
Energy efficiency optimization of water pump based on heuristic algorithm and computational fluid dynamics. J. Comput. Des. Eng. 10 (1) (2023)
Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Yuqing Yang, Lingxiao Ma, Fan Yang, Lili Qiu, Mao Yang, Lidong Zhou
SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation. CoRR (2023)
Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Guopeng Li, Xiangyang Li
Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing. IEEE/ACM Trans. Netw. 31 (1) (2023)
Gang Li, Yuan Mengge, Yu Li, Jingang Huang, Ling Zhang, Haixuan Zhang, Zhenhua Han
Seismic P-wave first-arrival picking model based on EQK-IncResNet. Concurr. Comput. Pract. Exp. 35 (13) (2023)
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou
SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. EuroSys (2023)
Lingling Ye, Chi Zhang, Mingxia Li, Zhenhua Han, Haisheng Tan
Cross-Model Operator Batching for Neural Network Architecture Search. WASA (2) (2022)
Ji Li, Ming Huang, Xin Jiang, Fuxing Zang, Yuan Chao, Zhenhua Han
Study on the Reliability of SemGCN in Gait Analysis. M2VIP (2022)
Chengxia Ma, Yuan Chao, Junjie Zhu, Yaqian Wang, Wenhui Liu, Zhenhua Han
Chip Surface Defect Recognition based on Improved Faster R-CNN. M2VIP (2022)
Yuncong Hong, Bojie Lv, Rui Wang, Haisheng Tan, Zhenhua Han, Francis C. M. Lau
Distributed Job Dispatching in Edge Computing Networks With Random Transmission Latency: A Low-Complexity POMDP Approach. IEEE Internet Things J. 9 (6) (2022)
Kai Chen, Heng Yao, Zhenhua Han
Arithmetic optimization algorithm to optimize support vector machine for chip defect Identification. M2VIP (2022)
Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo
PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training. USENIX Annual Technical Conference (2022)
Zhenhua Han, Haisheng Tan, Rui Wang, Yuncong Hong, Francis C. M. Lau
Efficient Online Learning Based Cross-Tier Uplink Scheduling in HetNets. IEEE/ACM Trans. Netw. 30 (6) (2022)
Chi Zhang, Haisheng Tan, Guopeng Li, Zhenhua Han, Shaofeng H.-C. Jiang, Xiangyang Li
Online File Caching in Latency-Sensitive Systems with Delayed Hits and Bypassing. INFOCOM (2022)
Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Wanli Cao, Xiaoming Fu, Lan Zhang, Francis C. M. Lau
SPIN: BSP Job Scheduling With Placement-Sensitive Execution. IEEE/ACM Trans. Netw. 29 (5) (2021)
Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Mingxia Li
Asymptotically Optimal Online Caching on Multiple Caches With Relaying and Bypassing. IEEE/ACM Trans. Netw. 29 (4) (2021)
Haisheng Tan, Chi Zhang, Chao Xu, Yupeng Li, Zhenhua Han, Xiang-Yang Li
Regularization-Based Coflow Scheduling in Optical Circuit Switches. IEEE/ACM Trans. Netw. 29 (3) (2021)
Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou
Retiarii: A Deep Learning Exploratory-Training Framework. OSDI (2020)
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. OSDI (2020)
Wanli Cao, Haisheng Tan, Zhenhua Han, Shuokang Han, Mingxia Li, Xiangyang Li
Online Learning-Based Co-task Dispatching with Function Configuration in Edge Computing. PDCAT (2020)
Yuncong Hong, Bojie Lv, Rui Wang, Haisheng Tan, Zhenhua Han, Hao Zhou, Francis C. M. Lau
Online Distributed Job Dispatching with Outdated and Partially-Observable Information. CoRR (2020)
Yuncong Hong, Bojie Lv, Rui Wang, Haisheng Tan, Zhenhua Han, Hao Zhou, Francis C. M. Lau
Online Distributed Job Dispatching with Outdated and Partially-Observable Information. MSN (2020)
Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Xiaoming Fu, Wanli Cao, Francis C. M. Lau
Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation. INFOCOM (2020)
Bojie Lyu, Yuncong Hong, Haisheng Tan, Zhenhua Han, Rui Wang
Cooperative Jobs Dispatching in Edge Computing Network with Unpredictable Uploading Delay. J. Commun. Inf. Networks 5 (1) (2020)
Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Nikolaos M. Freris, Xiang-Yang Li
Online dispatching and scheduling of jobs with heterogeneous utilities in edge computing. MobiHoc (2020)
Yang Li, Zhenhua Han, Quanlu Zhang, Zhenhua Li, Haisheng Tan
Automating Cloud Deployment for Deep Learning Inference of Real-time Online Services. INFOCOM (2020)
Jiaying Meng, Haisheng Tan, Xiang-Yang Li, Zhenhua Han, Bojie Li
Online Deadline-Aware Task Dispatching and Scheduling in Edge Computing. IEEE Trans. Parallel Distributed Syst. 31 (6) (2020)
Bojie Lv, Yuncong Hong, Haisheng Tan, Zhenhua Han, Rui Wang
Cooperative Job Dispatching in Edge Computing Network with Unpredictable Uploading Delay. CoRR (2019)
Haisheng Tan, Shaofeng H.-C. Jiang, Yupeng Li, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han, Francis Chi-Moon Lau
Joint Online Coflow Routing and Scheduling in Data Center Networks. IEEE/ACM Trans. Netw. 27 (5) (2019)
Liuyan Liu, Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Xiang-Yang Li, Hong Huang
Dependent task placement and scheduling with function configuration in edge computing. IWQoS (2019)
Zhenhua Han, Haisheng Tan, Rui Wang, Guihai Chen, Yupeng Li, Francis C. M. Lau
Energy-Efficient Dynamic Virtual Machine Management in Data Centers. IEEE/ACM Trans. Netw. 27 (1) (2019)
Zhenhua Han, Haisheng Tan, Xiang-Yang Li, Shaofeng H.-C. Jiang, Yupeng Li, Francis C. M. Lau
OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds. IEEE/ACM Trans. Netw. 27 (6) (2019)
Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Liuyan Liu, Kai Han, Qinglin Zhao
Camul: Online Caching on Multiple Caches with Relaying and Bypassing. INFOCOM (2019)
Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng, Quanlu Zhang, Fan Yang, Lidong Zhou
Scheduling CPU for GPU-based Deep Learning Jobs. SoCC (2018)
Wencong Xiao, Romil Bhardwaj, Ramachandran Ramjee, Muthian Sivathanu, Nipun Kwatra, Zhenhua Han, Pratyush Patel, Xuan Peng, Hanyu Zhao, Quanlu Zhang, Fan Yang, Lidong Zhou
Gandiva: Introspective Cluster Scheduling for Deep Learning. OSDI (2018)
Zhenhua Han, Haisheng Tan, Rui Wang, Shaojie Tang, Francis C. M. Lau
Online Learning based Uplink Scheduling in HetNets with Limited Backhaul Capacity. INFOCOM (2018)
Haisheng Tan, Zhenhua Han, Xiang-Yang Li, Francis C. M. Lau
Online job dispatching and scheduling in edge-clouds. INFOCOM (2017)
Yupeng Li, Yongzheng Jia, Haisheng Tan, Rui Wang, Zhenhua Han, Francis Chi-Moon Lau
Congestion Game With Agent and Resource Failures. IEEE J. Sel. Areas Commun. 35 (3) (2017)
Zhenhua Han, Haisheng Tan, Guihai Chen, Rui Wang, Yifan Chen, Francis C. M. Lau
Dynamic Virtual Machine Management via Approximate Markov Decision Process. CoRR (2016)
Zhenhua Han, Yupeng Li, Haisheng Tan, Rui Wang, Yong Zhang
Cross-Layer Protocol Design for Wireless Communication in Hybrid Data Center Networks. MSN (2016)
Zhenhua Han, Haisheng Tan, Guihai Chen, Rui Wang, Yifan Chen, Francis C. M. Lau
Dynamic virtual machine management via approximate Markov decision process. INFOCOM (2016)
Haisheng Tan, Jiajun Yu, Hongyu Liang, Rui Wang, Zhenhua Han
Optimal Rendezvous Strategies for Different Environments in Cognitive Radio Networks. MSWiM (2015)
Yupeng Li, Haisheng Tan, Yongcai Wang, Zhenhua Han, Francis C. M. Lau
Selfish task-driven routing in hybrid networks. WiOpt (2015)
Zhenhua Han, Haisheng Tan, Yongcai Wang, Jipeng Zhou
Channel Selection for Rendezvous with High Link Stability in Cognitive Radio Network. WASA (2014)