Zhenhua Han

According to our database, Zhenhua Han authored at least 54 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

Automating Cloud Deployment for Real-Time Online Foundation Model Inference.

Yang Li, Zhenhua Li, Zhenhua Han, Quanlu Zhang, Xiaobo Ma

IEEE/ACM Trans. Netw., April, 2024

DAG Scheduling in Mobile Edge Computing.

Guopeng Li, Haisheng Tan, Liuyan Liu, Hao Zhou, Shaofeng H.-C. Jiang, Zhenhua Han, Xiang-Yang Li, Guoliang Chen

ACM Trans. Sens. Networks, January, 2024

Online Streaming Video Super-Resolution With Convolutional Look-Up Table.

Guanghao Yin, Zefan Qu, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Xiaohong Liu, Yuqing Yang, Dongsheng Li, Lili Qiu

IEEE Trans. Image Process., 2024

RetrievalAttention: Accelerating Long-Context LLM Inference via Vector Retrieval.

Di Liu, Meng Chen, Baotong Lu, Huiqiang Jiang, Zhenhua Han, Qianxi Zhang, Qi Chen, Chengruidong Zhang, Bailu Ding, Kai Zhang, Chen Chen, Fan Yang, Yuqing Yang, Lili Qiu

CoRR, 2024

MInference 1.0: Accelerating Pre-filling for Long-Context LLMs via Dynamic Sparse Attention.

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

CoRR, 2024

Parrot: Efficient Serving of LLM-based Applications with Semantic Variable.

Chaofan Lin, Zhenhua Han, Chengruidong Zhang, Yuqing Yang, Fan Yang, Chen Chen, Lili Qiu

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

Online Container Caching with Late-Warm for IoT Data Processing.

Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhenhua Han, Guoliang Chen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing.

Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhenhua Han, Shaofeng H.-C. Jiang, Guopeng Li, Xiangyang Li

IEEE/ACM Trans. Netw., February, 2023

Energy efficiency optimization of water pump based on heuristic algorithm and computational fluid dynamics.

Wenjie Wang, Zhenhua Han, Ji Pei, Giorgio Pavesi, Xiaobo Gong, Shouqi Yuan

J. Comput. Des. Eng., January, 2023

Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models.

Ruibin Li, Qihua Zhou, Song Guo, Jie Zhang, Jingcai Guo, Xinyang Jiang, Yifei Shen, Zhenhua Han

CoRR, 2023

Online Video Streaming Super-Resolution with Adaptive Look-Up Table Fusion.

Guanghao Yin, Xinyang Jiang, Shan Jiang, Zhenhua Han, Ningxin Zheng, Huan Yang, Donglin Bai, Haisheng Tan, Shouqian Sun, Yuqing Yang, Dongsheng Li, Lili Qiu

CoRR, 2023

SparDA: Accelerating Dynamic Sparse Deep Neural Networks via Sparse-Dense Transformation.

Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Yuqing Yang, Lingxiao Ma, Fan Yang, Lili Qiu, Mao Yang, Lidong Zhou

CoRR, 2023

Seismic P-wave first-arrival picking model based on EQK-IncResNet.

Gang Li, Yuan Mengge, Yu Li, Jingang Huang, Ling Zhang, Haixuan Zhang, Zhenhua Han

Concurr. Comput. Pract. Exp., 2023

PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation.

Ningxin Zheng, Huiqiang Jiang, Quanlu Zhang, Zhenhua Han, Lingxiao Ma, Yuqing Yang, Fan Yang, Chengruidong Zhang, Lili Qiu, Mao Yang, Lidong Zhou

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

Optimizing Dynamic Neural Networks with Brainstorm.

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

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Dynamic Resource Allocation for Deep Learning Clusters with Separated Compute and Storage.

Mingxia Li, Zhenhua Han, Chi Zhang, Ruiting Zhou, Yuanchi Liu, Haisheng Tan

Proceedings of the IEEE INFOCOM 2023, 2023

SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters.

Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou

Proceedings of the Eighteenth European Conference on Computer Systems, 2023

ElasticFlow: An Elastic Serverless Training Platform for Distributed Deep Learning.

Diandian Gu, Yihao Zhao, Yinmin Zhong, Yifan Xiong, Zhenhua Han, Peng Cheng, Fan Yang, Gang Huang, Xin Jin, Xuanzhe Liu

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Efficient Online Learning Based Cross-Tier Uplink Scheduling in HetNets.

Zhenhua Han, Haisheng Tan, Rui Wang, Yuncong Hong, Francis C. M. Lau

IEEE/ACM Trans. Netw., 2022

Distributed Job Dispatching in Edge Computing Networks With Random Transmission Latency: A Low-Complexity POMDP Approach.

Yuncong Hong, Bojie Lv, Rui Wang, Haisheng Tan, Zhenhua Han, Francis C. M. Lau

IEEE Internet Things J., 2022

Cross-Model Operator Batching for Neural Network Architecture Search.

Lingling Ye, Chi Zhang, Mingxia Li, Zhenhua Han, Haisheng Tan

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

PilotFish: Harvesting Free Cycles of Cloud Gaming with Deep Learning Training.

Wei Zhang, Binghao Chen, Zhenhua Han, Quan Chen, Peng Cheng, Fan Yang, Ran Shu, Yuqing Yang, Minyi Guo

Proceedings of the 2022 USENIX Annual Technical Conference, 2022

Chip Surface Defect Recognition based on Improved Faster R-CNN.

Chengxia Ma, Yuan Chao, Junjie Zhu, Yaqian Wang, Wenhui Liu, Zhenhua Han

Proceedings of the 28th International Conference on Mechatronics and Machine Vision in Practice, 2022

Study on the Reliability of SemGCN in Gait Analysis.

Ji Li, Ming Huang, Xin Jiang, Fuxing Zang, Yuan Chao, Zhenhua Han

Proceedings of the 28th International Conference on Mechatronics and Machine Vision in Practice, 2022

Arithmetic optimization algorithm to optimize support vector machine for chip defect Identification.

Kai Chen, Heng Yao, Zhenhua Han

Proceedings of the 28th International Conference on Mechatronics and Machine Vision in Practice, 2022

Online File Caching in Latency-Sensitive Systems with Delayed Hits and Bypassing.

Chi Zhang, Haisheng Tan, Guopeng Li, Zhenhua Han, Shaofeng H.-C. Jiang, Xiangyang Li

Proceedings of the IEEE INFOCOM 2022, 2022

2021

Regularization-Based Coflow Scheduling in Optical Circuit Switches.

Haisheng Tan, Chi Zhang, Chao Xu, Yupeng Li, Zhenhua Han, Xiang-Yang Li

IEEE/ACM Trans. Netw., 2021

Asymptotically Optimal Online Caching on Multiple Caches With Relaying and Bypassing.

Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Mingxia Li

IEEE/ACM Trans. Netw., 2021

SPIN: BSP Job Scheduling With Placement-Sensitive Execution.

Zhenhua Han, Haisheng Tan, Shaofeng H.-C. Jiang, Wanli Cao, Xiaoming Fu, Lan Zhang, Francis C. M. Lau

IEEE/ACM Trans. Netw., 2021

2020

Online Deadline-Aware Task Dispatching and Scheduling in Edge Computing.

Jiaying Meng, Haisheng Tan, Xiang-Yang Li, Zhenhua Han, Bojie Li

IEEE Trans. Parallel Distributed Syst., 2020

Cooperative Jobs Dispatching in Edge Computing Network with Unpredictable Uploading Delay.

Bojie Lyu, Yuncong Hong, Haisheng Tan, Zhenhua Han, Rui Wang

J. Commun. Inf. Networks, 2020

Online Learning-Based Co-task Dispatching with Function Configuration in Edge Computing.

Wanli Cao, Haisheng Tan, Zhenhua Han, Shuokang Han, Mingxia Li, Xiangyang Li

Proceedings of the Parallel and Distributed Computing, Applications and Technologies, 2020

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

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Retiarii: A Deep Learning Exploratory-Training Framework.

Quanlu Zhang, Zhenhua Han, Fan Yang, Yuge Zhang, Zhe Liu, Mao Yang, Lidong Zhou

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Online Distributed Job Dispatching with Outdated and Partially-Observable Information.

Yuncong Hong, Bojie Lv, Rui Wang, Haisheng Tan, Zhenhua Han, Hao Zhou, Francis C. M. Lau

Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

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 M. Freris, Xiang-Yang Li

Proceedings of the Mobihoc '20: The Twenty-first ACM International Symposium on Theory, 2020

Automating Cloud Deployment for Deep Learning Inference of Real-time Online Services.

Yang Li, Zhenhua Han, Quanlu Zhang, Zhenhua Li, Haisheng Tan

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

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

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

2019

Joint Online Coflow Routing and Scheduling in Data Center Networks.

Haisheng Tan, Shaofeng H.-C. Jiang, Yupeng Li, Xiang-Yang Li, Chenzi Zhang, Zhenhua Han, Francis Chi-Moon Lau

IEEE/ACM Trans. Netw., 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 Trans. Netw., 2019

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 Trans. Netw., 2019

Cooperative Job Dispatching in Edge Computing Network with Unpredictable Uploading Delay.

Bojie Lv, Yuncong Hong, Haisheng Tan, Zhenhua Han, Rui Wang

CoRR, 2019

Dependent task placement and scheduling with function configuration in edge computing.

Liuyan Liu, Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Xiang-Yang Li, Hong Huang

Proceedings of the International Symposium on Quality of Service, 2019

Camul: Online Caching on Multiple Caches with Relaying and Bypassing.

Haisheng Tan, Shaofeng H.-C. Jiang, Zhenhua Han, Liuyan Liu, Kai Han, Qinglin Zhao

Proceedings of the 2019 IEEE Conference on Computer Communications, 2019

2018

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

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

Online Learning based Uplink Scheduling in HetNets with Limited Backhaul Capacity.

Zhenhua Han, Haisheng Tan, Rui Wang, Shaojie Tang, Francis C. M. Lau

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Scheduling CPU for GPU-based Deep Learning Jobs.

Wencong Xiao, Zhenhua Han, Hanyu Zhao, Xuan Peng, Quanlu Zhang, Fan Yang, Lidong Zhou

Proceedings of the ACM Symposium on Cloud Computing, 2018

2017

Congestion Game With Agent and Resource Failures.

Yupeng Li, Yongzheng Jia, Haisheng Tan, Rui Wang, Zhenhua Han, Francis Chi-Moon Lau

IEEE J. Sel. Areas Commun., 2017

Online job dispatching and scheduling in edge-clouds.

Haisheng Tan, Zhenhua Han, Xiang-Yang Li, Francis C. M. Lau

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

2016

Cross-Layer Protocol Design for Wireless Communication in Hybrid Data Center Networks.

Zhenhua Han, Yupeng Li, Haisheng Tan, Rui Wang, Yong Zhang

Proceedings of the 12th International Conference on Mobile Ad-Hoc and Sensor Networks, 2016

Dynamic virtual machine management via approximate Markov decision process.

Zhenhua Han, Haisheng Tan, Guihai Chen, Rui Wang, Yifan Chen, Francis C. M. Lau

Proceedings of the 35th Annual IEEE International Conference on Computer Communications, 2016

2015

Selfish task-driven routing in hybrid networks.

Yupeng Li, Haisheng Tan, Yongcai Wang, Zhenhua Han, Francis C. M. Lau

Proceedings of the 13th International Symposium on Modeling and Optimization in Mobile, 2015

Optimal Rendezvous Strategies for Different Environments in Cognitive Radio Networks.

Haisheng Tan, Jiajun Yu, Hongyu Liang, Rui Wang, Zhenhua Han

Proceedings of the 18th ACM International Conference on Modeling, 2015

2014

Channel Selection for Rendezvous with High Link Stability in Cognitive Radio Network.

Zhenhua Han, Haisheng Tan, Yongcai Wang, Jipeng Zhou

Proceedings of the Wireless Algorithms, Systems, and Applications, 2014