• Spatial and Temporal Detection with Attention for Real-time Video Analytics at Edges
    Yuting Yan, Sheng Zhang, Yibo Jin, Fangwen Cheng, Zhuzhong Qian, and Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), in press

  • AdaPyramid: Adaptive Pyramid for Accelerating High-resolution Object Detection on Edge Devices
    Xiaohang Shi, Sheng Zhang, Jie Wu, Ning Chen, Ke Cheng, Yu Liang, and Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), in press

  • AoI-guaranteed Incentive Mechanism for Mobile Crowdsensing with Freshness Concerns
    Yin Xu, Mingjun Xiao, Yu Zhu, Jie Wu, Sheng Zhang, and Jinrui Zhou
    IEEE Transactions on Mobile Computing (TMC), in press

  • 边缘场景下面向分布式交互应用的服务器分配
    顾颖程, 魏柳, 姜宁, 程环宇, 刘凯,宋玉, 刘梅招, 汤雷, 陈彧, 张胜
    计算机工程与科学, in press

  • 基于深度强化学习的边缘辅助视频分析任务卸载
    沈奕菲, 阮黎翔, 李心宇, 程方文, 张胜
    计算机应用与软件, in press

[2024]
  • MACRO: Incentivizing Multi-leader Game-based Pareto-efficient Crowdsourcing for Video Analytics
    Yu Chen, Sheng Zhang, Ziying Zhou, Xiaokun Wang, Yu Liang, Ning Chen, Yuting Yan, Mingjun Xiao, Jie Wu, Zhuzhong Qian, Harry Xu
    IEEE International Conference on Data Engineering (ICDE), 2024

  • Joint Mobile Edge Caching and Pricing: A Mean-Field Game Approach
    Xin Xu, Xichong Zhang, Mingjun Xiao, Jie Wu, An Liu, Sheng Zhang
    IEEE International Conference on Data Engineering (ICDE), 2024

  • TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity
    Ning Chen, Sheng Zhang, Yu Liang, Jie Wu, Yu Chen, Yuting Yan, Zhuzhong Qian, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2024

  • VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras
    Yuting Yan, Sheng Zhang, Xiaokun Wang, Ning Chen, Yu Chen, Yu Liang, Mingjun Xiao, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2024

  • AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs
    Andong Zhu, Sheng Zhang, Ke Cheng, Xiaohang Shi, Zhuzhong Qian, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2024

  • Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics
    Andong Zhu, Sheng Zhang, Xiaohang Shi, Ke Cheng, Hesheng Sun, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2024

  • GeoScale: Microservice Autoscaling with Cost Budget in Geo-Distributed Edge Clouds
    Ke Cheng, Sheng Zhang, Meizhao Liu, Yingcheng Gu, Liu Wei, Huanyu Cheng, Kai Liu, Yu Song, Xiaohang Shi, Andong Zhu, and Lei Tang
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2024

  • ViChaser: Chase Your Viewpoint for Live Video Streaming with Block-Oriented Super-Resolution
    Ning Chen, Sheng Zhang, Zhi Ma, Yu Chen, Yibo Jin, Jie Wu, Zhuzhong Qian, Yu Liang, Sanglu Lu
    IEEE/ACM Transactions on Networking (TON), 2024

  • Crowdsourcing upon Learning: Energy-aware Dispatch with Guarantee for Video Analytics
    Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Wenzhong Li, Yu Liang, Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), 2024

  • Decentralized Scheduling for Concurrent Tasks in Mobile Edge Computing via Deep Reinforcement Learning
    Ye Fan, Jidong Ge, Sheng Zhang, Jie Wu, Bin Luo
    IEEE Transactions on Mobile Computing (TMC), 2024

  • INTaaS: Provisioning In-band Network Telemetry as a service via Online Learning
    Mingtao Ji, Chenwei Su, Yitao Fan, Yibo Jin, Zhuzhong Qian, Yuting Yan, Yu Chen, Tuo Cao, Sheng Zhang, Baoliu Ye
    Elsevier Computer Networks (COMNET), 2024

  • DeepSlicing: Collaborative and Adaptive CNN Inference With Low Latency
    Shuai Zhang, Yu Chen, Sheng Zhang, Zhiqi Chen
    Principles and Applications of Adaptive Artificial Intelligence, Chapter 6, 2024

  • Improving Live Augmented Reality with Neural Configuration Adaptation
    Ning Chen, Sheng Zhang, Sanglu Lu
    Principles and Applications of Adaptive Artificial Intelligence, Chapter 7, 2024

[2023]
  • Scheduling In-Band Network Telemetry with Convergence-Preserving Federated Learning
    Yibo Jin, Lei Jiao, Mingtao Ji, Zhuzhong Qian, Sheng Zhang, Ning Chen, Sanglu Lu
    IEEE/ACM Transactions on Networking (TON), 2023

  • ProScale: Proactive Autoscaling for Microservice with Time-varying Workload at the Edge
    Ke Cheng, Sheng Zhang, Chenghong Tu, Xiaohang Shi, Zhaoheng Yin, Sanglu Lu, Yu Liang, and Qing Gu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2023

  • GSMAC: GAN-based Signal Map Construction with Active Crowdsourcing
    Yanchao Zhao, Chengyong Liu, Kun Zhu, Sheng Zhang, Jie Wu
    IEEE Transactions on Mobile Computing (TMC), 2023

  • Incentive Mechanism for Spatial Crowdsourcing with Unknown Social-Aware Workers: A Three-Stage Stackelberg Game Approach
    Yin Xu, Mingjun Xiao, Jie Wu, Sheng Zhang, Guoju Gao
    IEEE Transactions on Mobile Computing (TMC), 2023

  • Combination of Auction Theory and Multi-Armed Bandits: Models, Algorithms and Applications
    Guoju Gao, Sijie Huang, He Huang, Mingjun Xiao, Jie Wu, Yu-e Sun, Sheng Zhang
    IEEE Transactions on Mobile Computing (TMC), 2023

  • Mobility-Aware Multi-User Service Placement and Resource Allocation in Edge Computing
    Yu Liang, Sheng Zhang
    Elsevier Computer Networks (COMNET), 2023

  • Crowd2: Multi-agent Bandit based Dispatch for Video Analytics upon Crowdsourcing
    Yu Chen, Sheng Zhang, Yuting Yan, Yibo Jin, Ning Chen, Mingtao Ji, Mingjun Xiao
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2023

  • ResMap: Exploiting Sparse Residual Feature Map for Accelerating Cross-Edge Video Analytics
    Ning Chen, Shuai Zhang, Sheng Zhang, Yuting Yan, Yu Chen, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2023

  • AoI-aware Incentive Mechanism for Mobile Crowdsensing using Stackelberg Game
    Mingjun Xiao, Yin Xu, Jinrui Zhou, Jie Wu, Sheng Zhang, Jun Zheng
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2023

  • OSCA: Online User-managed Server Selection and Configuration Adaptation for Interactive MAR
    Xiaohang Shi, Sheng Zhang, Ke Cheng, Yu Chen, Andong Zhu, and Sanglu Lu
    IEEE/ACM International Symposium on Quality of Service (IWQoS), 2023

  • Dependent Task offloading and Service Caching with State Management for Mobile Edge Computing
    Zhi Ma, Sheng Zhang, Ning Chen, Zhuzhong Qian, Qing Gu, Yu Liang, Sanglu Lu
    IEEE International Conference on Communications (ICC), 2023

  • INTView: Adaptive Planner for In-Band Network Telemetry without Detours
    Mingtao Ji, Chenwei Su, Yuting Yan, Zhuzhong Qian, Yu Chen, Yibo Jin, Sheng Zhang, Baoliu Ye
    IEEE International Conference on Communications (ICC), 2023

  • 基于博弈论的多服务器多用户视频分析任务卸载算法
    陈彧, 张胜, 金熠波, 钱柱中, 陆桑璐
    软件学报, 2023

  • 边缘计算中协作任务卸载和动态任务调度
    张斐斐, 葛季栋, 李忠金, 黄子峰, 张胜, 陈兴国, 骆斌
    软件学报, 2023

  • 边缘场景下面向分布式交互应用的服务器分配
    顾颖程, 魏柳, 姜宁, 程环宇, 刘凯, 宋玉, 刘梅招, 汤雷, 陈彧, 张胜
    CCF计算机系统大会 (CCFSys), 2023
    最佳论文一等奖(唯一)

  • 一种边缘环境下面向实时目标检测的帧卸载调度算法
    罗华峰, 沈奕菲, 阮黎翔, 杜奇伟, 郑翔, 陈智麒, 张胜
    计算机工程, 2023

[2022]
  • CMAB-based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing
    Mingjun Xiao, Baoyi An, Jing Wang, Guoju Gao, Sheng Zhang, Jie Wu
    IEEE Transactions on Mobile Computing (TMC), 2022

  • Adaptive Configuration Selection and Bandwidth Allocation for Edge-based Video Analytics
    Sheng Zhang, Can Wang, Yibo Jin, Jie Wu, Zhuzhong Qian, Mingjun Xiao, Sanglu Lu
    IEEE/ACM Transactions on Networking (TON), 2022

  • LOCUS: User-perceived Delay-aware Service Placement and User Allocation in Edge Environment
    Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Jidong Ge, Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022

  • runData: Re-distributing Data via Piggybacking for Geo-distributed Data Analytics over Edges
    Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Lei Jiao, and Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022

  • Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing
    Zhi Ma, Sheng Zhang, Zhiqi Chen, Tao Han, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Jie Wu, Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2022

  • LENS: Bandwidth-Efficient Video Analytics with Adaptive Super Resolution
    Minghui Shan, Sheng Zhang, Mingjun Xiao, Yanchao Zhao
    Elsevier Computer Networks (COMNET), 2022

  • Adaptive Provisioning for Mobile Cloud Gaming at Edges
    Tuo Cao, Yibo Jin, Xiongfeng Hu, Sheng Zhang, Zhuzhong Qian, Baoliu Ye, Sanglu Lu
    Elsevier Computer Networks (COMNET), 2022

  • Inference Replication at Edges via Combinatorial Multi-armed Bandit
    Yitong Zhou, Hesheng Sun, Yibo Jin, Zhuzhong Qian, Sheng Zhang, Sanglu Lu
    Journal on Systems Architecture (JSA), 2022

  • Joint Optimization of Collaborative Interactive Charging and Charging Lane Placement for Cyclic Electric Vehicles
    Yu Liang, Sheng Zhang, Jidong Ge
    Elsevier Computer Communications (COMCOM), 2022

  • Message-Ferrying Delay-Tolerant Routing in Linear Wireless Sensor Networks
    Imad Jawhar, Sheng Zhang, Jie Wu, Nader Mohamed, and Dharma P. Agrawal
    International Journal of Sensor Networks (IJSNET), 2022

  • Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee
    Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Mingjun Xiao, Ning Chen, Zhi Ma
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2022

  • An Online Approach for DNN Model Caching and Processor Allocation in Edge Computing
    Zhiqi Chen, Sheng Zhang, Zhi Ma, Shuai Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Sanglu Lu
    IEEE/ACM International Symposium on Quality of Service (IWQoS), 2022

  • Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics
    Yuting Yan, Yibo Jin, Sheng Zhang, Fangwen Cheng, Zhuzhong Qian, Sanglu Lu
    IEEE International Conference on Sensing, Communication and Networking (SECON), 2022

  • Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling
    Suwei Xu, Yibo Jin, Zhuzhong Qian, Sheng Zhang, Ming Zhao, Zhenjie Lin, Qiang Lin, Liming Wang
    IEEE International Conference on Sensing, Communication and Networking (SECON), 2022

  • Multi-server Multi-user Game at Edges for Heterogeneous Video Analytics
    Yu Chen, Sheng Zhang, Yibo Jin, Zhuzhong Qian, Sanglu Lu
    IEEE International Conference on Communications (ICC), 2022

  • Towards Energy-efficient Container Data Center: An Online Migratability-aware Orchestrator
    Shengjie Wei, Jiayi Li, Tuo Cao, Sheng Zhang, Zhuzhong Qian
    International Conference on Mobility, Sensing and Networking (MSN), 2022

[2021]
  • Budget-Aware Online Control of Edge Federated Learning on Streaming Data with Stochastic Inputs
    Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu
    IEEE Journal on Selected Areas in Communications (JSAC), 2021

  • VCMaker: Content-aware Configuration Adaptation for Video Streaming and Analysis in Live Augmented Reality
    Ning Chen, Sheng Zhang, Siyi Quan, Zhi Ma, Zhuzhong Qian, Sanglu Lu
    Elsevier Computer Networks (COMNET), 2021

  • Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits
    Hui Zhao, Mingjun Xiao, Jie Wu, Yun Xu, He Huang, and Sheng Zhang
    IEEE Transactions on Mobile Computing (TMC), 2021

  • DeepSlicing: Collaborative Adaptive CNN Inference with Low Latency
    Shuai Zhang, Sheng Zhang, Zhuzhong Qian, Jie Wu, Yibo Jin, Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021

  • Interaction-Oriented Service Entity Placement in Edge Computing
    Yu Liang, Jidong Ge, Sheng Zhang, Jie Wu, Lingwei Pan, Tengfei Zhang, and Bin Luo
    IEEE Transactions on Mobile Computing (TMC), 2021

  • Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality
    Ning Chen, Siyi Quan, Sheng Zhang, Zhuzhong Qian, Yibo Jin, Jie Wu, Wenzhong Li, and Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2021

  • Learning Scheduling Bursty Requests in Mobile Edge Computing Using DeepLoad
    Ning Chen, Sheng Zhang, Jie Wu, Zhuzhong Qian, Sanglu Lu
    Elsevier Computer Networks (COMNET), 2021

  • Distributed Algorithms for Multiple Path Backbone Discovery in Thick Linear Sensor Networks
    Imad Jawhar, Sheng Zhang, Jie Wu, Nader Mohamed, and Mohammad M. Masud
    Journal of Sensor and Actuator Networks (JSAN), 2021

  • Edge-assisted Online On-device Object Detection for Real-time Video Analytics
    Mengxi Hanyao, Yibo Jin, Zhuzhong Qian, Sheng Zhang, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2021

  • Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning
    Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2021

  • Auction-Based Combinatorial Multi-Armed Bandit Mechanisms with Strategic Arms
    Guoju Gao, He Huang, Mingjun Xiao, Jie Wu, Yu-e Sun, Sheng Zhang
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2021

  • DeepMix: A Real-time Adaptive Virtual Content Registration System with Intelligent Detection
    Yongjie Guan, Xueyu Hou, Tao Han, and Sheng Zhang
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2021, Demo

  • Gray Failures Detection for Shared Bicycles
    Hangfan Zhang, Mingchao Zhang, Camtu Nguyen, Wenzhong Li, Sheng Zhang and Xiaoliang Wang
    International Conference on Algorithms, Systems, and Applications of Wireless Networks (WASA), 2021

  • Optimizing Federated Edge Learning on Non-IID Data via Neural Architecture Search
    Feifei Zhang, Jidong Ge, Chifong Wong, Sheng Zhang, Chuanyi Li, and Bin Luo
    IEEE Global Communications Conference (Globecom), 2021

  • TRAN: Task Replication with Guarantee via Multi-armed Bandit
    Yitong Zhou, Bowen Peng, Jingmian Wang, Weiwei Miao, Zeng Zeng, Yibo Jin, Sheng Zhang, Zhuzhong Qian
    IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2021
    Outstanding Paper Runner Up Award

[2020]
  • Joint Server Assignment and Resource Management for Edge-based MAR System
    Can Wang, Sheng Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Baoliu Ye, Sanglu Lu
    IEEE/ACM Transactions on Networking (TON), 2020

  • Provably Efficient Resource Allocation for Edge Service Entities under Specified Budget Threshold using Hermes
    Sheng Zhang, Yu Liang, Jidong Ge, Mingjun Xiao, and Jie Wu
    IEEE/ACM Transactions on Networking (TON), 2020

  • Privacy-Preserving User Recruitment Protocol for Mobile Crowdsensing
    Mingjun Xiao, Guoju Gao, Jie Wu, Sheng Zhang, and Liusheng Huang
    IEEE/ACM Transactions on Networking (TON), 2020

  • DPDT: A Differentially Private Crowd-Sensed Data Trading Mechanism
    Guoju Gao, Mingjun Xiao, Jie Wu, Sheng Zhang, Liusheng Huang, and Guiliang Xiao
    IEEE Internet of Things Journal (IoTJ), 2020

  • Risk Minimization against Transmission Failures of Federated Learning in Mobile Edge Networks
    Yuting Yan, Songhua Liu, Yibo Jin, Zhuzhong Qian, Sheng Zhang, and Sanglu Lu
    IEEE Access, 2020

  • Sum of Squares: A New Metric for NFV Service Chain Placement in Edge Computing Environments and Efficient Heuristic Algorithms
    Zhiqi Chen, Sheng Zhang, Zhuzhong Qian, Can Wang, Mingjun Xiao, Jie Wu, and Sanglu Lu
    CCF Transactions on Networking (CTON), 2020

  • Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics
    Can Wang, Sheng Zhang, Yu Chen, Zhuzhong Qian, Jie Wu, Mingjun Xiao
    IEEE Annual International Conference on Computer Communications (INFOCOM), 2020

  • Provisioning Edge Inference as a Service via Online Learning
    Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Ning Chen, Xiaoliang Wang, Sanglu Lu
    IEEE International Conference on Sensing, Communication and Networking (SECON), 2020

  • Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning
    Yibo Jin, Lei Jiao, Zhuzhong Qian, Sheng Zhang, Sanglu Lu, Xiaoliang Wang
    IEEE International Conference on Distributed Computing Systems (ICDCS), 2020

  • Overlapped Mobile Charging for Sensor Networks
    Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jidong Ge, Jie Wu, and Sanglu Lu
    IEEE International Conference on Distributed Computing Systems (ICDCS), Poster, 2020

  • CPchain: A Copyright-Preserving Crowdsourcing Data Trading Framework Based on Blockchain
    Dingjie Sheng, Mingjun Xiao, An Liu, Xiang Zou, Baoyi An, Sheng Zhang
    IEEE International Conference on Computer Communications and Networks (ICCCN), 2020
    Best Paper Award, 2 out of 73 regular papers

  • Efficient Service Entity Chain Placement in Mobile Edge Computing
    Yu Liang, Jidong Ge, Sheng Zhang, Changan Niu, Wei Song, and Bin Luo
    The 16th International Conference on Mobility, Sensing and Networking (MSN), 2020

  • Multi-user Edge-assisted Video Analytics Task Offloading Game based on Deep Reinforcement Learning
    Yu Chen, Sheng Zhang, Mingjun Xiao, Zhuzhong Qian, Jie Wu, Sanglu Lu
    IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2020

  • Incentive Mechanism Design for Federated Learning: A Two-stage Stackelberg Game Approach
    Guiliang Xiao, Mingjun Xiao, Guoju Gao, Sheng Zhang, Hui Zhao, Xiang Zou
    IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2020

  • 边缘环境下的自适应视频分析
    戴炀, 陈彧, 祝永晋, 张胜
    计算机应用, 2020

  • 云-边缘系统中跨域大数据作业调度技术研究
    徐超, 吴波, 姜丽丽, 金熠波, 张胜
    计算机应用研究, 2020

[2019]
  • Semi-clairvoyant Scheduling in Data Analytics Systems
    Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Xiangbo Li, Xiaoliang Wang, and Sanglu Lu
    IEEE Transactions on Computers (TC), 2019

  • A Utility-based Optimization Framework for Edge Service Entity Caching
    Yu Liang, Jidong Ge, Sheng Zhang, Jie Wu, Ze Tang, and Bin Luo
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2019

  • Fast Charging Scheduling under the Nonlinear Superposition Model with Adjustable Phases
    Zhi Ma, Sheng Zhang, Jie Wu, Zhuzhong Qian, Yanchao Zhao, and Sanglu Lu
    ACM Transactions on Sensor Networks (TOSN), 2019

  • An Architecture for Using Autonomous Underwater Vehicles in Wireless Sensor Networks for Underwater Pipeline Monitoring
    Imad Jawhar, Nader Mohamed, Jameela Al-Jaroodi, and Sheng Zhang
    IEEE Transactions on Industrial Informatics (TII), 2019

  • Efficient Scheduling for Multi-stage Coflows
    Shuai Zhang, Sheng Zhang, Zhuzhong Qian, Xiaoda Zhang, Mingjun Xiao, Jie Wu, Jidong Ge, and Xiaoliang Wang
    CCF Transactions on Networking (CTON), 2019

  • Joint Virtual Middlebox and Application Placement with Bandwidth Guarantees in Multi-tenant Datacenter
    Jian Wang, Xuewei Zhang, Xiaoliang Wang, Sheng Zhang, Zhuzhong Qian, and Sanglu Lu
    CCF Transactions on Networking (CTON), 2019

  • Modeling and Deploying Hybrid Tenant Requests with Shared Networklets
    Yu Liang, Jidong Ge, Sheng Zhang, and Bin Luo
    Elsevier Computer Networks (COMNET), 2019

  • Online learning offloading framework for heterogeneous mobile edge computing system
    Feifei Zhang, Jidong Ge, Chifong Wong, Chuanyi Li, Xingguo Chen, Sheng Zhang, Bin Luo, He Zhang, and Victor Chang
    Elsevier Journal of Parallel and Distributed Computing (JPDC), 2019

  • When Learning Joins Edge: Real-time Proportional Computation Offloading via Deep Reinforcement Learning
    Ning Chen, Sheng Zhang, Zhuzhong Qian, Jie Wu, and Sanglu Lu
    IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2019

  • Cost-effective Signal Map Crowdsourcing with Auto-Encoder based Active Matrix Completion
    Chengyong Liu, Yanchao Zhao, Kun Zhu, Sheng Zhang, and Jie Wu
    IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2019

  • Run Data Run! Re-distributing Data via Piggybacking for Geo-distributed Data Analytics
    Yefei Li, Yibo Jin, Haiyang Chen, Wenchao Xi, Mingtao Ji, Sheng Zhang, Zhuzhong Qian, Sanglu Lu
    IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2019

  • Efficient VNF Migration and Recovery in Edge Computing Environments
    Yu Chen, Sheng Zhang, Yanchao Zhao, Zhuzhong Qian, Yu Liang, Jidong Ge, and Sanglu Lu
    ACM 48th International Conference on Parallel Processing (ICPP), Poster, 2019

  • AutoEncoder based Active Signal Map Crowdsourcing
    Chengyong Liu, Yanchao Zhao, Kun Zhu, Sheng Zhang, and Jie Wu
    ACM 48th International Conference on Parallel Processing (ICPP), Poster, 2019

[2018]
  • Wireless Charger Placement and Power Allocation for Maximizing Charging Quality
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Fanyu Kong, and Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), 2018

  • Towards Reliable (and Efficient) Job Executions in a Practical Geo-distributed Data Analytics System
    Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Yize Li, Xiangbo Li, Xiaoliang Wang, Sanglu Lu
    arXiv, 2018

  • COBRA: Provably Efficient Semi-clairvoyant Scheduling in Data Analytics Systems
    Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Xiangbo Li, Xiaoliang Wang, and Sanglu Lu
    IEEE 37th Annual International Conference on Computer Communications (INFOCOM), 2018

  • Collaborative Interactive Wireless Charging in a Cyclic Mobispace
    Rui Zhang, Sheng Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, and Sanglu Lu
    IEEE/ACM International Symposium on Quality of Service (IWQoS), 2018

  • ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges
    Yibo Jin, Zhuzhong Qian, Song Guo, Sheng Zhang, Xiaoliang Wang, and Sanglu Lu
    The 47th International Conference on Parallel Processing (ICPP), 2018

  • Fast Interference-Aware Scheduling of Multiple Wireless Chargers
    Zhi Ma, Jie Wu, Sheng Zhang, and Sanglu Lu
    IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS), 2018

  • Prolonging WSN Lifetime with an Actual Charging Model
    Zhi Ma, Jie Wu, Sheng Zhang, and Sanglu Lu
    IEEE Wireless Communications and Networking Conference (WCNC), 2018

  • Far-sighted Multi-stage Aware Coflow Scheduling
    Shuai Zhang, Sheng Zhang, Xiaoda Zhang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Jidong Ge, and Xiaoliang Wang
    IEEE Global Communications Conference (Globecom), 2018

  • A Novel Algorithm for NFV Chain Placement in Edge Computing Environments
    Zhiqi Chen, Sheng Zhang, Can Wang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, and Imad Jawhar
    IEEE Global Communications Conference (Globecom), 2018

[2017]
  • Efficient Data Center Flow Scheduling without Starvation using Expansion Ratio
    Sheng Zhang, Zhuzhong Qian, Hao Wu, and Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2017

  • Optimizing Itinerary Selection and Charging Association for Mobile Chargers
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Fanyu Kong, and Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), 2017

  • Embedding Parallelizable Virtual Networks
    Yu Liang and Sheng Zhang
    Elsevier Computer Communications (COMCOM), 2017

  • Communication and Networking of UAV-Based Systems: Classification and Associated Architectures
    Imad Jawhar, Nader Mohamed, Jameela Al-Jaroodi, Dharma P. Agrawal, and Sheng Zhang
    Elsevier Journal of Network and Computer Applications (JNCA), 2017

  • Secret-Sharing-Based Secure User Recruitment Protocol for Mobile Crowdsensing
    Mingjun Xiao, Jie Wu, Sheng Zhang, and Jiapeng Yu
    IEEE 36th Annual International Conference on Computer Communications (INFOCOM), 2017

  • Rethinking Transfer Optimization in Datacenters: Integrating Load Balancing with Multipath Flow Control
    Zhuzhong Qian, Kaiyuan Wen, Sheng Zhang, Xiaoliang Wang, and Sanglu Lu
    IEEE/ACM International Symposium on Quality of Service (IWQoS), 2017

  • Networklet: Concept and Deployment
    Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong, and Sanglu Lu
    The 37th IEEE International Conference on Distributed Computing Systems (ICDCS), Poster, 2017

  • Modeling and Deploying Networklet
    Sheng Zhang, Yu Liang, Zhuzhong Qian, Mingjun Xiao, Jie Wu, Fanyu Kong, and Sanglu Lu
    IEEE Global Communications Conference (Globecom), 2017

  • Edge Cloud Capacity Allocation for Low Delay Computing on Mobile Devices
    Can Wang, Sheng Zhang, Huyin Zhang, Zhuzhong Qian, and Sanglu Lu
    IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2017

  • Pattern-Aware Reliable Virtual Network Function Chain Deployment
    Xin Zhang, Zhuzhong Qian, Sheng Zhang, and Sanglu Lu
    IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2017

  • Efficient Topology Discovery and Routing in Thick Wireless Linear Sensor Networks
    Imad Jawhar, Sheng Zhang, Jie Wu, Nader Mohamed, and Mohammad M. Masud
    IEEE International workshop on Mission-oriented wireless sensor networking (MiSeNet), 2017

  • Provably Efficient Online Semi-clairvoyant Scheduling in Data Analytics System
    Xiaoda Zhang, Xuewei Zhang, Zhuzhong Qian, Xiaoliang Wang, Sheng Zhang, and Sanglu Lu
    The First Asia-Pacific Workshop on Networking (APNet), Poster, 2017

[2016]
  • Distributed Workload Dissemination for Makespan Minimization in Disruption Tolerant Networks
    Sheng Zhang, Jie Wu, Sanglu Lu
    IEEE Transactions on Mobile Computing (TMC), 2016

  • Burstiness-Aware Resource Reservation for Server Consolidation in Computing Clouds
    Sheng Zhang, Zhuzhong Qian, Zhaoyi Luo, Jie Wu, Sanglu Lu
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2016

  • Collaborative Mobile Charging
    Sheng Zhang and Jie Wu
    Book Chapter of Wireless Power Transfer Algorithms and Applications in Ad hoc Communication Networks, 2016

  • OmniFlow: Coupling Load Balancing with Flow Control in Datacenter Networks
    Kaiyuan Wen, Zhuzhong Qian, Sheng Zhang, and Sanglu Lu
    The 36th IEEE International Conference on Distributed Computing Systems (ICDCS), Poster, 2016

  • Consolidating flows with implicit deadlines for energy-proportional data center networks
    Xiaoda Zhang, Zhuzhong Qian, Sheng Zhang, Kui Wu, and Sanglu Lu
    IFIP Networking Conference (Networking), 2016

  • Virtual Network Deployment in Hybrid Data Center Networks
    Wei Zhang, Sheng Zhang, Zhuzhong Qian, Kaiyuan Wen, and Sanglu Lu
    The 14th IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2016

  • Scheduling Parallelizable Tasks in Self-Organized Cloudlets using Hermes
    Ming Jiang, Sheng Zhang, Yutong Li, Kangkang Wu, Zhuzhong Qian, and Sanglu Lu
    IEEE 35th Annual International Conference on Computer Communications (INFOCOM), Poster, 2016

  • Auto Scaling Virtual Machines for Web Applications with Queueing Theory
    Gaopan Huang, Songyun Wang, Mingming Zhang, Yefei Li, Zhuzhong Qian, Yuan Chen, and Sheng Zhang
    The 3rd International Conference on Systems and Informatics (ICSAI), 2016

  • Dynamic Load Balancing for Physical Servers in Virtualized Environment
    Mingming Zhang, Songyun Wang, Gaopan Huang, Yefei Li, Sheng Zhang, and Zhuzhong Qian
    The 17th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT), 2016

[2015]
  • Collaborative Mobile Charging
    Sheng Zhang, Jie Wu, Sanglu Lu
    IEEE Transactions on Computers (TC), 2015

  • MobiCache: Cellular Traffic Offloading Leveraging Cooperative Caching in Mobile Social Networks
    Sheng Zhang, Jie Wu, Zhuzhong Qian, Sanglu Lu
    Elsevier Computer Networks (COMNET), 2015

  • Service-Oriented Resource Allocation in Clouds: Pursuing Flexibility and Efficiency
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu
    Springer Journal of Computer Science and Technology (JCST), 2015

  • P3: Joint Optimization of Charger Placement and Power Allocation for Wireless Power Transfer
    Sheng Zhang, Zhuzhong Qian, Fanyu Kong, Jie Wu, Sanglu Lu
    IEEE 34th Annual International Conference on Computer Communications (INFOCOM), 2015

  • SmartRep: Reducing Flow Completion Times with Minimal Replication in Data Centers
    Fuguang Wang, Zhuzhong Qian, Sheng Zhang, Mianxiong Dong, Sanglu Lu
    IEEE International Conference on Communications (ICC), 2015

  • An Efficient Graph Search Algorithm for Backbone Discovery In Wireless Linear Sensor Networks
    Imad Jawhar, Jie Wu, Nader Mohamed, and Sheng Zhang
    IEEE International workshop on Mission-oriented wireless sensor networking (MiSeNet), 2015

[2014]
  • Virtual Network Embedding with Opportunistic Resource Sharing
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu, Leah Epstein
    IEEE Transactions on Parallel and Distributed Systems (TPDS), 2014
    ESI Highly Cited Paper

  • A Framework for Using Unmanned Aerial Vehicles for Data Collection in Linear Wireless Sensor Networks
    Imad Jawhar, Nader Mohamed, Jameela Al-Jaroodi, Sheng Zhang
    Springer Journal of Intelligent & Robotic Systems (JIRS), 2014

  • Leveraging Tenant Flexibility in Resource Allocation for Virtual Networks
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu
    IEEE International Conference on Computer Communications and Networks (ICCCN), 2014

  • SEA: Stable Resource Allocation in Geographically Distributed Clouds
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu
    IEEE International Conference on Communications (ICC), 2014

  • Guarantee high reliability and effectiveness for softwares in Internetware
    Xiaoda Zhang, Haiyan Chen, Xin Li, Zhuzhong Qian, Sheng Zhang and Sanglu Lu
    The 6th ACM Asia-Pacific Symposium on Internetware (Internetware), 2014

[2013]
  • Minimum Makespan Workload Dissemination in DTNs: Making Full Utilization of Computational Surplus Around
    Sheng Zhang, Jie Wu, Sanglu Lu
    ACM 14th International Symposium on Mobile Ad Hoc Networking and Computing (MobiHoc), Short Paper, 2013

  • Ferry-Based Linear Wireless Sensor Networks
    Imad Jawhar, Mostafa Ammar, Sheng Zhang, Jie Wu, and Nader Mohamed
    IEEE Global Communications Conference (Globecom), 2013

  • Data Communication in Linear Wireless Sensor Networks Using Unmanned Aerial Vehicles
    Imad Jawhar, Nader Mohamed, Jameela Al-Jaroodi, Sheng Zhang
    The 2013 International Conference on Unmanned Aircraft Systems (ICUAS), 2013

  • An Efficient Framework for Autonomous Underwater Vehicle Extended Sensor Networks for Pipeline Monitoring
    Imad Jawhar, Nader Mohamed, Jameela Al-Jaroodi, Sheng Zhang
    The 3rd International Symposium on Robotic and Sensors Environments (ROSE), 2013

[2012 and earlier]
  • Service Oriented Multimedia Delivery System in Pervasive Environments
    Zhuzhong Qian, Sheng Zhang, Kangbin Yim and Sanglu Lu
    Journal of Universal Computer Science (JUCS), 2011

  • 一种面向服务的可靠多媒体传输算法
    张胜, 钱柱中,陆桑璐
    软件学报, 2010

  • Collaborative Mobile Charging for Sensor Networks
    Sheng Zhang, Jie Wu, Sanglu Lu
    The IEEE International Conference on Mobile Ad hoc and Sensor Systems (MASS), 2012
    Best Paper Runner Up Award, 2 out of 166 submissions

  • An Opportunistic Resource Sharing and Topology-Aware Mapping Framework for Virtual Networks
    Sheng Zhang, Zhuzhong Qian, Jie Wu, Sanglu Lu
    IEEE 31th Annual International Conference on Computer Communications (INFOCOM), 2012

  • Virtual Network Embedding with Substrate Support for Parallelization
    Sheng Zhang, Jie Wu, Sanglu Lu
    IEEE Global Communications Conference (Globecom), 2012

  • Opportunistic Bandwidth Sharing for Virtual Network Mapping
    Sheng Zhang, Zhuzhong Qian, Bin Tang, Jie Wu, Sanglu Lu
    IEEE Global Communications Conference (Globecom), 2011

  • FELL: A Flexible Virtual Network Embedding Algorithm with Guaranteed Load Balancing
    Sheng Zhang, Zhuzhong Qian, Song Guo, Sanglu Lu
    IEEE International Conference on Communications (ICC), 2011

  • A Binary Graph Reduction Algorithm for Multi-Constrained QoS Routing
    Sheng Zhang, Zhuzhong Qian, Sanglu Lu, Daoxu Chen
    The 2nd ACM Asia-Pacific Symposium on Internetware (Internetware), 2010

  • An Efficient Algorithm for Multimedia Delivery in Pervasive Space
    Sheng Zhang, Zhuzhong Qian, Minyi Guo, Sanglu Lu
    IEEE International Symposium on Parallel and Distributed Processing with Applications (ISPA), 2009

  • Service-Oriented Multimedia Delivery in Pervasive Space
    Zhuzhong Qian, Minyi Guo, Sheng Zhang, Sanglu Lu
    IEEE Wireless Communications and Networking Conference (WCNC), 2009