百晓学者学者目录

谈海生

博士生导师、教授,中国科学技术大学

精选作品

期刊论文

2026

Online Scheduling With Trajectory Prediction for Collaborative DNN Inference in Vehicular Networks

Zi-Yi Han, Rui-Ting Zhou, Haisheng Tan, John C. S. Lui

IEEE Transactions on Networking

2026

Traffic Allocation for Percentile Charging in CDNs

Huiyou Zhan, Haisheng Tan, Hongqiu Ni, Huang Xu, Weihua Shan, Xiangyang Li

IEEE Transactions on Networking

2026

FOSS: Learning-Based Multi-Level Design Makes FIFO More Adaptive for CDN Caching

Huiyou Zhan, Haisheng Tan, Xinyue Zhang, Han Tian, Hongqiu Ni, Yong Liang, Changming Bai, Xiangyang Li

IEEE Transactions on Parallel and Distributed Systems

2026

Memory-Efficient KV Cache Optimization for Large Language Model Inference at the Edge

C ZHANG, Haisheng Tan, H Pan, Yang Xu, Haohua Du, Li Zhang, Xiaoming Fu

2025

边缘智能计算系统中加速推荐模型训练的样本调度机制

李国鹏,谈海生,张弛,倪宏秋,王子龙,章馨月,徐洋,田晗,陈国良

《计算机研究与发展》

2025

Astraea: A State-Aware Scheduling Engine for LLM-Powered Agents

Hongqiu Ni, Jiabao Zhang, Guopeng Li, Zilong Wang, Ruiqi Wu, Chi Zhang, Haisheng Tan

arXiv.org

2025

A Plan Reuse Mechanism for LLM-Driven Agent

Guopeng Li, Ruiqi Wu, Haisheng Tan

arXiv.org

2025

Embedding Samples Dispatching for Recommendation Model Training in Edge Environments

Guopeng Li, Haisheng Tan, Chi Zhang, Hongqiu Ni, Zilong Wang, Xinyue Zhang, Yang Xu, Han Tian

arXiv.org

2025

Real-Time Neural-Enhancement for Online Cloud Gaming

Shan Jiang, Zhen-Hua Han, Haisheng Tan, Xinyang Jiang, Yifan Yang, Xiao-Xi Zhang, Hongqiu Ni, Yu-Qing Yang, Xiangyang Li

arXiv.org

2025

PICE: A Semantic-Driven Progressive Inference System for LLM Serving in Cloud-Edge Networks

Huiyou Zhan, Xuan Zhang, Haisheng Tan, Han Tian, Dongping Yong, Jun-Yang Zhang, Xiangyang Li

arXiv.org

2025

User Preference Oriented Service Caching and Task Offloading for UAV-Assisted MEC Networks

Rui-Ting Zhou, Yifeng Huang, Yufeng Wang, Lei Jiao, Haisheng Tan, Renli Zhang, Libing Wu

IEEE Transactions on Services Computing

2025

Asymptotically Tight Approximation for Online File Caching With Delayed Hits and Bypassing

Haisheng Tan, Yi Wang, Chi Zhang, Guopeng Li, Hao-Hua Du, Zhen-Hua Han, Shao-Feng Jiang, Xiangyang Li

IEEE Transactions on Networking

2025

Online Container Caching for IoT Data Processing in Serverless Edge Computing

Guopeng Li, Haisheng Tan, Chi Zhang, Xuan Zhang, Zhen-Hua Han, Guoliang Chen

IEEE Transactions on Parallel and Distributed Systems

2025

NUMA-Aware Virtual Machine Placement: New MMMK Model and Column Generation-Based Decomposition Approach

Xunhang Sun, Xiao-Yu Cao, Qiao-Zhu Zhai, Haisheng Tan, Jian-Chen Hu, Lei Zhu, Li Su, Wenli Zhou, Feng Gao, Xiao-Hong Guan

IEEE Transactions on Automation Science and Engineering

2025

Edge-Centric Pricing Mechanisms with Selfish Heterogeneous Users

Haisheng Tan, Guopeng Li, Ziyu Shen, Zihe Wang, Zhen-Hua Han, Mingjun Xiao, Xiangyang Li, Guo-Liang Chen

Journal of Computational Science and Technology

2025

FedCars: An Efficient Scheduling Framework for In-Vehicle Federated Learning Integrated With CARLA-Cosimulation

Yuncong Hong, B. Lv, Shuai Wang, Rui Wang, Haisheng Tan, Francis C. M. Lau

IEEE Transactions on Vehicular Technology

2025

ChannelZip: SLO-Aware Channel Compression for Task-Adaptive Model Serving on IoT Devices

Pu-Han Luo, Jiahui Hou, Haisheng Tan, Mu Yuan, Guangyu Wu, Kai-Wen Guo, Zhiqiang Wang, Xiangyang Li

ACM Trans. Sens. Networks

2025

Accelerating personalized federated learning via dynamic gradient substitution and client selection

Zi-Wei Zhan, Wei-Jie Liu, Xiao-Xi Zhang, Chee-Wei Tan, Lei Xue, Haisheng Tan, Xu Chen

Comput. Networks

2024

面向大语言模型驱动的智能体的计划复用机制

李国鹏,吴瑞骐,谈海生,陈国良

《计算机研究与发展》

2024

A Personalized Privacy Preserving Mechanism for Crowdsourced Federated Learning

Yin Xu, Ming-Jun Xiao, Jie Wu, Haisheng Tan, Guoju Gao

IEEE Transactions on Mobile Computing

2024

Incentive Mechanisms for Online Task Offloading With Privacy-Preserving in UAV-Assisted Mobile Edge Computing

Renli Zhang, Rui-Ting Zhou, Yufeng Wang, Haisheng Tan, Kun He

IEEE/ACM Transactions on Networking

2024

COSMO: Dynamic Uploading Scheduling in mmWave-Based Sensor Networks with Mobile Blockers

Yifei Sun, B. Lv, Haisheng Tan, Rui Wang, Francis C. M. Lau

ACM Trans. Sens. Networks

2024

Predictive Delay-Aware Scheduling With Receiver Rotation Detection and mmWave Channel Learning

Yifei Sun, B. Lv, Rui Wang, Haisheng Tan, Francis C. M. Lau

IEEE Transactions on Wireless Communications

2024

FISH: Alleviating Cold Start for Serverless Computing with Memory Constraints

Xinyue Zhang, Guopeng Li, Haisheng Tan

International Conference on Big Data Computing and Communications

2024

Online Container Caching with Late-Warm for IoT Data Processing

Guopeng Li, Haisheng Tan, Xuan Zhang, Chi Zhang, Ruiting Zhou, Zhen-Hua Han, Guoliang Chen

IEEE International Conference on Data Engineering

2024

Precise and Transferable Latency Prediction for Transformer

Yuanchi Liu, Jiahang Xu, Chengquan Feng, Haisheng Tan

International Conference on Big Data Computing and Communications (BigCom)

2024

Towards Efficient Neural Video Delivery via Scalable and Dynamic Networks

Shan Jiang, Haisheng Tan

International Conference on Big Data Computing and Communications (BigCom)

2023

云边端协同在线智能计算

倪宏秋,谈海生,郑子木

《自动化博览》

2023

Online Approximation Scheme for Scheduling Heterogeneous Utility Jobs in Edge Computing

Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhen-Hua Han, Shao-Feng Jiang, Guopeng Li, Xiangyang Li

IEEE/ACM Transactions on Networking

2023

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

Mingxia Li, Zhen-Hua Han, Chi Zhang, Rui-Ting Zhou, Yuanchi Liu, Haisheng Tan

IEEE Conference on Computer Communications

2023

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

Guanghao Yin, Xinyang Jiang, Shan Jiang, Zhen-Hua Han, Ningxin Zheng, Hua Yang, Donglin Bai, Haisheng Tan, Shouqian Sun, Yu-Qing Yang, Dongsheng Li, Lili Qiu

arXiv.org

2023

Tabi: An Efficient Multi-Level Inference System for Large Language Models

Yiding Wang, Kai Chen, Haisheng Tan, Kun Guo

European Conference on Computer Systems

2023

Online Function Caching in Serverless Edge Computing

Xuan Zhang, Hongjun Gu, Guopeng Li, Xin He, Haisheng Tan

International Conference on Parallel and Distributed Systems

2023

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 Transactions on Sensor Networks

2023

Online Midgress-Sensitive Traffic Allocation for Percentile Charging in Pracitcal CDNs

Huiyou Zhan, Haisheng Tan, Xu Huang, Chi Zhang, Hongqiu Ni, Pengfei Zhang, Weihua Shan, Xiang‐Yang Li

IEEE/ACM International Symposium on Quality of Service (IWQoS)

2022

Efficient Online Learning Based Cross-Tier Uplink Scheduling in HetNets

Zhen-Hua Han, Haisheng Tan, Rui Wang, Yuncong Hong, F. Lau

IEEE/ACM Transactions on Networking

2022

CoTask: Correlation-aware task offloading in edge computing

Yu-Ben Qu, Hai-Peng Dai, Lihao Wang, Weijun Wang, Fan Wu, Haisheng Tan, Shaojie Tang, Chao Dong

World wide web (Bussum)

2022

Online scheduling algorithms for unbiased distributed learning over wireless edge networks

Jinlong Pang, Ziyi Han, Rui-Ting Zhou, Haisheng Tan, Yue Cao

Journal of systems architecture

2022

Online Learning-Based Co-Task Scheduling for Minimizing Deadline-Missing Rate in Edge Computing

Shoukang Han, Haisheng Tan

International Conference on Big Data Computing and Communications

2022

PeCo: Minimizing Bandwidth Cost for CDN Systems

Huang Chen, Huiyou Zhan, Pengfei Zhang, Haisheng Tan

International Conference on Big Data Computing and Communications

2022

Two Time-Scale Joint Service Caching and Task Offloading for UAV-assisted Mobile Edge Computing

Rui-Ting Zhou, Xiaoyi Wu, Haisheng Tan, Renli Zhang

IEEE Conference on Computer Communications

2022

Online Traffic Allocation Based on Percentile Charging for Practical CDNs

Huang Chen, Huiyou Zhan, Haisheng Tan, Huan Xu, Weihua Shan, Shiteng Chen, Xiang-Yang Li

International Workshop on Quality of Service

2022

Online incentive mechanism for task offloading with privacy-preserving in UAV-assisted mobile edge computing

Rui-Ting Zhou, Renli Zhang, Yufeng Wang, Haisheng Tan, Kun He

ACM Interational Symposium on Mobile Ad Hoc Networking and Computing

2022

Latency-aware Traffic Provisioning for Content Delivery Networks

Jing-Hao Hei, Huiyou Zhan, Pengfei Zhang, Haisheng Tan

International Conference on Big Data Computing and Communications

2022

Incentive Mechanism for Differentially Private Federated Learning in Industrial Internet of Things

Yin Xu, Ming-Jun Xiao, Haisheng Tan, An Liu, Guoju Gao, Zhao-Yang Yan

IEEE Transactions on Industrial Informatics

2022

Edge Pricing Mechanisms under Cloud Tiered Pricing

Jinshui Zhang, Jing-Hao Hei, Haisheng Tan

International Conference on Big Data Computing and Communications

2022

Cross-Model Operator Batching for Neural Network Architecture Search

Lingling Ye, Chi Zhang, Mingxia Li, Zhen-Hua Han, Haisheng Tan

Wireless Algorithms, Systems, and Applications

2022

Online File Caching on Multiple Caches in Latency-Sensitive Systems

Guopeng Li, Chi Zhang, Hongqiu Ni, Haisheng Tan

International Conference on Computational Social Networks

2022

Percentile Optimization Based on Classical Parallel Machine Scheduling Model

Zining Li, Jiaying Meng, Huan-Wen Chen, Haisheng Tan

International Conference on Big Data Computing and Communications

2022

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

Chi Zhang, Haisheng Tan, Guopeng Li, Zhen-Hua Han, Shao-Feng Jiang, Xiangyang Li

IEEE Conference on Computer Communications

2021

Regularization-Based Coflow Scheduling in Optical Circuit Switches

Haisheng Tan, Chi Zhang, Chao Xu, Yupeng Li, Zhen-Hua Han, Xiangyang Li

IEEE/ACM Transactions on Networking

2021

Asymptotically Optimal Online Caching on Multiple Caches With Relaying and Bypassing

Haisheng Tan, Shao-Feng Jiang, Zhen-Hua Han, Mingxia Li

IEEE/ACM Transactions on Networking

2021

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

Yuncong Hong, B. Lv, Rui Wang, Haisheng Tan, Zhen-Hua Han, F. Lau

IEEE Internet of Things Journal

2021

Resilient Service Provisioning for Edge Computing

Yu-Ben Qu, Dongyu Lu, Hai-Peng Dai, Haisheng Tan, Shaojie Tang, Fan Wu, Chao Dong

IEEE Internet of Things Journal

2021

SPIN: BSP Job Scheduling With Placement-Sensitive Execution

Zhen-Hua Han, Haisheng Tan, Shao-Feng Jiang, Wanli Cao, Xiao-Ming Fu, Lan Zhang, F. Lau

IEEE/ACM Transactions on Networking

2021

Online Scheduling Unbiased Distributed Learning over Wireless Edge Networks

Ziyi Han, Rui-Ting Zhou, Jinlong Pang, Yue Cao, Haisheng Tan

International Conference on Parallel and Distributed Systems

2020

Cooperative Jobs Dispatching in Edge Computing Network with Unpredictable Uploading Delay

Bo Lyu, Yu Hong, Haisheng Tan, Zhen-Hua Han, Rui Wang

J. Commun. Inf. Networks

2020

Online Distributed Job Dispatching with Outdated and Partially-Observable Information

Yuncong Hong, B. Lv, Rui Wang, Haisheng Tan, Zhen-Hua Han, Hao Zhou, F. Lau

International Conference on Mobile Ad-hoc and Sensor Networks

2020

Online Deadline-Aware Task Dispatching and Scheduling in Edge Computing

Jiaying Meng, Haisheng Tan, Xiangyang Li, Zhen-Hua Han, Bojie Li

IEEE Transactions on Parallel and Distributed Systems

2020

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

Wanli Cao, Haisheng Tan, Zhen-Hua Han, Shuokang Han, Mingxia Li, Xiangyang Li

International Conference on Parallel and Distributed Computing: Applications and Technologies

2020

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

Y. Li, Zhen-Hua Han, Quanlu Zhang, Zhen-Hua Li, Haisheng Tan

IEEE Conference on Computer Communications

2020

Scheduling Placement-Sensitive BSP Jobs with Inaccurate Execution Time Estimation

Zhen-Hua Han, Haisheng Tan, Shao-Feng Jiang, Xiaoming Fu, Wanli Cao, F. Lau

IEEE Conference on Computer Communications

2020

A Truthful FPTAS Auction for the Edge-Cloud Pricing Problem

Ziyu Shen, Jinshui Zhang, Haisheng Tan

International Conference on Big Data Computing and Communications

2020

Online dispatching and scheduling of jobs with heterogeneous utilities in edge computing

Chi Zhang, Haisheng Tan, Haoqiang Huang, Zhen-Hua Han, Shao-Feng Jiang, N. Freris, Xiangyang Li

ACM Interational Symposium on Mobile Ad Hoc Networking and Computing

2019

Energy-Efficient Dynamic Virtual Machine Management in Data Centers

Zhen-Hua Han, Haisheng Tan, Rui Wang, Guihai Chen, Yupeng Li, F. Lau

IEEE/ACM Transactions on Networking

2019

OnDisc: Online Latency-Sensitive Job Dispatching and Scheduling in Heterogeneous Edge-Clouds

Zhen-Hua Han, Haisheng Tan, Xiangyang Li, Shao-Feng Jiang, Yupeng Li, F. Lau

IEEE/ACM Transactions on Networking

2019

Joint Online Coflow Routing and Scheduling in Data Center Networks

Haisheng Tan, Shao-Feng Jiang, Yupeng Li, Xiangyang Li, Chenzi Zhang, Zhen-Hua Han, F. Lau

IEEE/ACM Transactions on Networking

2019

Online DAG Scheduling with On-Demand Function Configuration in Edge Computing

Liuyan Liu, Haoqiang Huang, Haisheng Tan, Wanli Cao, Panlong Yang, Xiangyang Li

Wireless Algorithms, Systems, and Applications

2019

Reco: Efficient Regularization-Based Coflow Scheduling in Optical Circuit Switches

Chi Zhang, Haisheng Tan, Chao Xu, Xiangyang Li, Shaojie Tang, Yupeng Li

IEEE International Conference on Distributed Computing Systems

2019

Camul: Online Caching on Multiple Caches with Relaying and Bypassing

Haisheng Tan, Shao-Feng Jiang, Zhen-Hua Han, Liuyan Liu, K. Han, Qinglin Zhao

IEEE Conference on Computer Communications

2019

Dependent Task Placement and Scheduling with Function Configuration in Edge Computing

Liuyan Liu, Haisheng Tan, Shao-Feng Jiang, Zhen-Hua Han, Xiangyang Li, Hong Huang

International Workshop on Quality of Service

2019

Dedas: Online Task Dispatching and Scheduling with Bandwidth Constraint in Edge Computing

Jiaying Meng, Haisheng Tan, Chao Xu, Wanli Cao, Liuyan Liu, Bojie Li

IEEE Conference on Computer Communications

2019

Joint Heterogeneous Server Placement and Application Configuration in Edge Computing

Jiaying Meng, Chaoliang Zeng, Haisheng Tan, Zining Li, Bojie Li, Xiangyang Li

International Conference on Parallel and Distributed Systems

2018

Joint Optimization of File Placement and Delivery in Cache-Assisted Wireless Networks

B. Lv, Rui Wang, Ying Cui, Haisheng Tan

Global Communications Conference

2018

Traffic-predictive QoS on-demand routing for multi-channel mobile ad hoc networks

Ji-Peng Zhou, Liangwen Liu, Haisheng Tan

EURASIP Journal on Wireless Communications and Networking

2018

OMCO: Online Multiple Coflow Scheduling in Optical Circuit Switch

Chao Xu, Haisheng Tan, Jiahui Hou, Chi Zhang, Xiangyang Li

2018 IEEE International Conference on Communications (ICC)

2018

Online Learning based Uplink Scheduling in HetNets with Limited Backhaul Capacity

Zhen-Hua Han, Haisheng Tan, Rui Wang, Shaojie Tang, F. Lau

IEEE Conference on Computer Communications

2017

Congestion Game With Agent and Resource Failures

Yupeng Li, Yongzheng Jia, Haisheng Tan, Rui Wang, Zhen-Hua Han, F. Lau

IEEE Journal on Selected Areas in Communications

2017

Cloudlet Placement and Minimum-Delay Routing in Cloudlet Computing

Jiaying Meng, Wenbin Shi, Haisheng Tan, Xiangyang Li

International Conference on Big Data Computing and Communications

2017

Online job dispatching and scheduling in edge-clouds

Haisheng Tan, Zhen-Hua Han, Xiangyang Li, F. Lau

IEEE Conference on Computer Communications

2016

Dynamic virtual machine management via approximate Markov decision process

Zhen-Hua Han, Haisheng Tan, Guihai Chen, Rui Wang, Yifan Chen, F. Lau

IEEE INFOCOM 2016 - The 35th Annual IEEE International Conference on Computer Communications

2016

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

Zhen-Hua Han, Yupeng Li, Haisheng Tan, Rui Wang, Yong Zhang

International Conference on Mobile Ad-hoc and Sensor Networks

2016

Efficient online coflow routing and scheduling

Yupeng Li, Shao-Feng Jiang, Haisheng Tan, Chenzi Zhang, Guihai Chen, Ji-Peng Zhou, F. Lau

ACM Interational Symposium on Mobile Ad Hoc Networking and Computing

2016

Ant colony-based energy control routing protocol for mobile ad hoc networks under different node mobility models

Ji-Peng Zhou, Haisheng Tan, Yu-Hui Deng, Lin Cui, Deng-Deng Liu

EURASIP Journal on Wireless Communications and Networking

2015

Selfish task-driven routing in hybrid networks

Yupeng Li, Haisheng Tan, Yong-Cai Wang, Zhen-Hua Han, F. Lau

International Symposium on Modeling and Optimization in Mobile, Ad-Hoc and Wireless Networks

2015

Ant Colony-Based Energy Control Routing Protocol for Mobile Ad Hoc Networks

Ji-Peng Zhou, Xuefeng Wang, Haisheng Tan, Yu-Hui Deng

Wireless Algorithms, Systems, and Applications

2015

Distributed probabilistic routing for sensor network lifetime optimization

Yong-Cai Wang, Haisheng Tan

Wireless networks

2014

A probabilistic retransmission scheme with link-state-dependent packet scheduling in wireless networks

Kai Le, Ji-Peng Zhou, Yu-Hui Deng, Haisheng Tan, Lin Cui

Information and Communication Technology Convergence

2012

Distributed multiple-message broadcast in wireless ad hoc networks under the SINR model

Dongxiao Yu, Qiang-Sheng Hua, Yuexuan Wang, Haisheng Tan, F. Lau

Theoretical Computer Science

2012

Average Interference Minimization under the Protocol Model in Wireless Sensor Networks

Haisheng Tan, Tiancheng Lou, Yuexuan Wang, Yong-Cai Wang, F. Lau

J. Interconnect. Networks

2011

Maximizing Network Lifetime Online by Localized Probabilistic Load Balancing

Yong-Cai Wang, Yuexuan Wang, Haisheng Tan, F. Lau

International Conference on Ad-Hoc, Mobile and Wireless Networks

2011

Minimizing Interference for the Highway Model in Wireless Ad-Hoc and Sensor Networks

Haisheng Tan, Tiancheng Lou, F. Lau, Yuexuan Wang, Shiteng Chen

Conference on Current Trends in Theory and Practice of Informatics

2011

Minimum Latency Link Scheduling for Arbitrary Directed Acyclic Networks under Precedence and SINR Constraints

Qiang-Sheng Hua, Yuexuan Wang, Dongxiao Yu, Haisheng Tan

J. Interconnect. Networks

2011

Minimizing Average Interference through Topology Control

Tiancheng Lou, Haisheng Tan, Yuexuan Wang, F. Lau

Algorithmic Aspects of Wireless Sensor Networks

2011

Exact algorithms to minimize interference in wireless sensor networks

Haisheng Tan, Tiancheng Lou, Yuexuan Wang, Qiang-Sheng Hua, F. Lau

Theoretical Computer Science

2011

Minimizing interference in wireless sensor networks

Haisheng Tan

This paper is included in the Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation.

Systems Design, Wei-Hao Cui, Zhen-Hua Han, Lili Qiu, Li-Dong Zhou, Lin-Zi Ouyang, Yichuan Wang, Ningxin Zheng, Ling-Xiao Ma, Yu-Qing Yang, Fan Yang, Ji-Long Xue, Quan Chen, Haisheng Tan, Min-Yi Guo

预印本

2026

TOPAS: Workflow-Aware Prefix-State Scheduling for Multi-Agent LLM Serving

Hongqiu Ni, Han Tian, Chi Zhang, Guopeng Li, Haisheng Tan

arXiv preprint

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