Sheng Zhang

Orcid: 0000-0002-6581-6399

Affiliations:
  • Nanjing University, State Key Laboratory for Novel Software Technology, Nanjing, China


According to our database1, Sheng Zhang authored at least 141 papers between 2009 and 2025.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
Scrava: Super Resolution-Based Bandwidth-Efficient Cross-Camera Video Analytics.
IEEE Trans. Mob. Comput., January, 2025

2024
Spatial and Temporal Detection With Attention for Real-Time Video Analytics at Edges.
IEEE Trans. Mob. Comput., October, 2024

AdaPyramid: Adaptive Pyramid for Accelerating High-Resolution Object Detection on Edge Devices.
IEEE Trans. Mob. Comput., August, 2024

AoI-Guaranteed Incentive Mechanism for Mobile Crowdsensing With Freshness Concerns.
IEEE Trans. Mob. Comput., May, 2024

GeoScale: Microservice Autoscaling With Cost Budget in Geo-Distributed Edge Clouds.
IEEE Trans. Parallel Distributed Syst., April, 2024

Decentralized Scheduling for Concurrent Tasks in Mobile Edge Computing via Deep Reinforcement Learning.
IEEE Trans. Mob. Comput., April, 2024

Crowdsourcing Upon Learning: Energy-Aware Dispatch With Guarantee for Video Analytics.
IEEE Trans. Mob. Comput., April, 2024

ViChaser: Chase Your Viewpoint for Live Video Streaming With Block-Oriented Super-Resolution.
IEEE/ACM Trans. Netw., February, 2024

SplitStream: Distributed and workload-adaptive video analytics at the edge.
J. Netw. Comput. Appl., 2024

Towards SLO-Optimized LLM Serving via Automatic Inference Engine Tuning.
CoRR, 2024

Slice-Level Scheduling for High Throughput and Load Balanced LLM Serving.
CoRR, 2024

INTaaS: Provisioning In-band Network Telemetry as a service via online learning.
Comput. Networks, 2024

Crucio: End-to-End Coordinated Spatio-Temporal Redundancy Elimination for Fast Video Analytics.
Proceedings of the IEEE INFOCOM 2024, 2024

AdaStreamer: Machine-Centric High-Accuracy Multi-Video Analytics with Adaptive Neural Codecs.
Proceedings of the IEEE INFOCOM 2024, 2024

VisFlow: Adaptive Content-Aware Video Analytics on Collaborative Cameras.
Proceedings of the IEEE INFOCOM 2024, 2024

TileSR: Accelerate On-Device Super-Resolution with Parallel Offloading in Tile Granularity.
Proceedings of the IEEE INFOCOM 2024, 2024

Enabling Efficient Batch Serving for LMaaS via Generation Length Prediction.
Proceedings of the IEEE International Conference on Web Services, 2024

Joint Mobile Edge Caching and Pricing: A Mean-Field Game Approach.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MACRO: Incentivizing Multi-Leader Game-Based Pareto-Efficient Crowdsourcing for Video Analytics.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023
Combination of Auction Theory and Multi-Armed Bandits: Model, Algorithm, and Application.
IEEE Trans. Mob. Comput., November, 2023

Mobility-aware multi-user service placement and resource allocation in edge computing.
Comput. Networks, November, 2023

Scheduling In-Band Network Telemetry With Convergence-Preserving Federated Learning.
IEEE/ACM Trans. Netw., October, 2023

Incentive Mechanism for Spatial Crowdsourcing With Unknown Social-Aware Workers: A Three-Stage Stackelberg Game Approach.
IEEE Trans. Mob. Comput., August, 2023

ProScale: Proactive Autoscaling for Microservice With Time-Varying Workload at the Edge.
IEEE Trans. Parallel Distributed Syst., April, 2023

GSMAC: GAN-Based Signal map Construction With Active Crowdsourcing.
IEEE Trans. Mob. Comput., April, 2023

OSCA: Online User-managed Server Selection and Configuration Adaptation for Interactive MAR.
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

Adaptive Provisioning In-band Network Telemetry at Computing Power Network [invited].
Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

AoI-aware Incentive Mechanism for Mobile Crowdsensing using Stackelberg Game.
Proceedings of the IEEE INFOCOM 2023, 2023

ResMap: Exploiting Sparse Residual Feature Map for Accelerating Cross-Edge Video Analytics.
Proceedings of the IEEE INFOCOM 2023, 2023

Crowd<sup>2</sup>: Multi-agent Bandit-based Dispatch for Video Analytics upon Crowdsourcing.
Proceedings of the IEEE INFOCOM 2023, 2023

Dependent Task Offloading and Service Caching with State Management for Mobile Edge Computing.
Proceedings of the IEEE International Conference on Communications, 2023

INTView: Adaptive Planner for In-Band Network Telemetry without Detours.
Proceedings of the IEEE International Conference on Communications, 2023

2022
Towards Revenue-Driven Multi-User Online Task Offloading in Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2022

$run$ runData: Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics Over Edges.
IEEE Trans. Parallel Distributed Syst., 2022

LOCUS: User-Perceived Delay-Aware Service Placement and User Allocation in MEC Environment.
IEEE Trans. Parallel Distributed Syst., 2022

Adaptive Configuration Selection and Bandwidth Allocation for Edge-Based Video Analytics.
IEEE/ACM Trans. Netw., 2022

CMAB-Based Reverse Auction for Unknown Worker Recruitment in Mobile Crowdsensing.
IEEE Trans. Mob. Comput., 2022

Inference replication at edges via combinatorial multi-armed bandit.
J. Syst. Archit., 2022

Message-ferrying delay-tolerant routing in linear wireless sensor networks.
Int. J. Sens. Networks, 2022

Joint optimization of collaborative interactive charging and charging lane placement for cyclic electric vehicles.
Comput. Commun., 2022

LENS: Bandwidth-efficient video analytics with adaptive super resolution.
Comput. Networks, 2022

Adaptive provisioning for mobile cloud gaming at edges.
Comput. Networks, 2022

Focus! Provisioning Attention-aware Detection for Real-time On-device Video Analytics.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Energy-efficient Federated Learning via Stabilization-aware On-device Update Scaling.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

Towards Energy-efficient Container Data Center: An Online Migratability-aware Orchestrator.
Proceedings of the 18th International Conference on Mobility, Sensing and Networking, 2022

An Online Approach for DNN Model Caching and Processor Allocation in Edge Computing.
Proceedings of the 30th IEEE/ACM International Symposium on Quality of Service, 2022

Learning for Crowdsourcing: Online Dispatch for Video Analytics with Guarantee.
Proceedings of the IEEE INFOCOM 2022, 2022

Multi-server Multi-user Game at Edges for Heterogeneous Video Analytics.
Proceedings of the IEEE International Conference on Communications, 2022

2021
DeepSlicing: Collaborative and Adaptive CNN Inference With Low Latency.
IEEE Trans. Parallel Distributed Syst., 2021

Cuttlefish: Neural Configuration Adaptation for Video Analysis in Live Augmented Reality.
IEEE Trans. Parallel Distributed Syst., 2021

Differentially Private Unknown Worker Recruitment for Mobile Crowdsensing Using Multi-Armed Bandits.
IEEE Trans. Mob. Comput., 2021

Interaction-Oriented Service Entity Placement in Edge Computing.
IEEE Trans. Mob. Comput., 2021

Distributed Algorithms for Multiple Path Backbone Discovery in Thick Linear Sensor Networks.
J. Sens. Actuator Networks, 2021

Budget-Aware Online Control of Edge Federated Learning on Streaming Data With Stochastic Inputs.
IEEE J. Sel. Areas Commun., 2021

Learning scheduling bursty requests in Mobile Edge Computing using DeepLoad.
Comput. Networks, 2021

VCMaker: Content-aware configuration adaptation for video streaming and analysis in live augmented reality.
Comput. Networks, 2021

Gray Failures Detection for Shared Bicycles.
Proceedings of the Wireless Algorithms, Systems, and Applications, 2021

Edge-assisted Online On-device Object Detection for Real-time Video Analytics.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

DeepMix: A Real-time Adaptive Virtual Content Registration System with Intelligent Detection.
Proceedings of the 2021 IEEE Conference on Computer Communications Workshops, 2021

Auction-Based Combinatorial Multi-Armed Bandit Mechanisms with Strategic Arms.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

Learning for Learning: Predictive Online Control of Federated Learning with Edge Provisioning.
Proceedings of the 40th IEEE Conference on Computer Communications, 2021

TRAN: Task Replication with Guarantee via Multi-armed Bandit.
Proceedings of the 27th IEEE International Conference on Parallel and Distributed Systems, 2021

Optimizing Federated Edge Learning on Non-IID Data via Neural Architecture Search.
Proceedings of the IEEE Global Communications Conference, 2021

2020
Provably Efficient Resource Allocation for Edge Service Entities Using Hermes.
IEEE/ACM Trans. Netw., 2020

Privacy-Preserving User Recruitment Protocol for Mobile Crowdsensing.
IEEE/ACM Trans. Netw., 2020

Joint Server Assignment and Resource Management for Edge-Based MAR System.
IEEE/ACM Trans. Netw., 2020

DPDT: A Differentially Private Crowd-Sensed Data Trading Mechanism.
IEEE Internet Things J., 2020

Sum of squares: a new metric for NFV service chain placement in edge computing environments and efficient heuristic algorithms.
CCF Trans. Netw., 2020

Risk Minimization Against Transmission Failures of Federated Learning in Mobile Edge Networks.
IEEE Access, 2020

Provisioning Edge Inference as a Service via Online Learning.
Proceedings of the 17th Annual IEEE International Conference on Sensing, 2020

Efficient Service Entity Chain Placement in Mobile Edge Computing.
Proceedings of the 16th International Conference on Mobility, Sensing and Networking, 2020

Joint Configuration Adaptation and Bandwidth Allocation for Edge-based Real-time Video Analytics.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Incentive Mechanism Design for Federated Learning: A Two-stage Stackelberg Game Approach.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

Multi-user Edge-assisted Video Analytics Task Offloading Game based on Deep Reinforcement Learning.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

Overlapped Mobile Charging for Sensor Networks.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

Resource-Efficient and Convergence-Preserving Online Participant Selection in Federated Learning.
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020

CPchain: A Copyright-Preserving Crowdsourcing Data Trading Framework Based on Blockchain.
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020

2019
A Utility-Based Optimization Framework for Edge Service Entity Caching.
IEEE Trans. Parallel Distributed Syst., 2019

Fast Charging Scheduling under the Nonlinear Superposition Model with Adjustable Phases.
ACM Trans. Sens. Networks, 2019

An Architecture for Using Autonomous Underwater Vehicles in Wireless Sensor Networks for Underwater Pipeline Monitoring.
IEEE Trans. Ind. Informatics, 2019

Semi-Clairvoyant Scheduling in Data Analytics Systems.
IEEE Trans. Computers, 2019

Online learning offloading framework for heterogeneous mobile edge computing system.
J. Parallel Distributed Comput., 2019

Modeling and deploying hybrid tenant requests with shared networklets.
Comput. Networks, 2019

Efficient scheduling for multi-stage coflows.
CCF Trans. Netw., 2019

Joint virtual middlebox and application placement with bandwidth guarantees in multi-tenant datacenter.
CCF Trans. Netw., 2019

Run Data Run! Re-Distributing Data via Piggybacking for Geo-Distributed Data Analytics.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Cost-Effective Signal Map Crowdsourcing with Auto-Encoder Based Active Matrix Completion.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

When Learning Joins Edge: Real-Time Proportional Computation Offloading via Deep Reinforcement Learning.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

2018
Wireless Charger Placement and Power Allocation for Maximizing Charging Quality.
IEEE Trans. Mob. Comput., 2018

Towards Reliable (and Efficient) Job Executions in a Practical Geo-distributed Data Analytics System.
CoRR, 2018

Prolonging WSN lifetime with an actual charging model.
Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Distributed Data Collection in a Cyclic MobiSpace.
Proceedings of the 2018 IEEE SmartWorld, 2018

Fast Interference-Aware Scheduling of Multiple Wireless Chargers.
Proceedings of the 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2018

Collaborative Interactive Wireless Charging in a Cyclic Mobispace.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

COBRA: Toward Provably Efficient Semi-Clairvoyant Scheduling in Data Analytics Systems.
Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

ran-GJS: Orchestrating Data Analytics for Heterogeneous Geo-distributed Edges.
Proceedings of the 47th International Conference on Parallel Processing, 2018

Far-Sighted Multi-Stage Awasre Coflow Scheduling.
Proceedings of the IEEE Global Communications Conference, 2018

A Novel Algorithm for NFV Chain Placement in Edge Computing Environments.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Efficient Data Center Flow Scheduling Without Starvation Using Expansion Ratio.
IEEE Trans. Parallel Distributed Syst., 2017

Optimizing Itinerary Selection and Charging Association for Mobile Chargers.
IEEE Trans. Mob. Comput., 2017

Communication and networking of UAV-based systems: Classification and associated architectures.
J. Netw. Comput. Appl., 2017

Embedding parallelizable virtual networks.
Comput. Commun., 2017

Rethinking transfer optimization in a datacenter: Integrating load balancing with multipath flow control.
Proceedings of the 25th IEEE/ACM International Symposium on Quality of Service, 2017

Pattern-Aware Reliable Virtual Network Function Chain Deployment.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Edge Cloud Capacity Allocation for Low Delay Computing on Mobile Devices.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Secret-sharing-based secure user recruitment protocol for mobile crowdsensing.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Efficient topology discovery and routing in thick wireless Linear Sensor Networks.
Proceedings of the 2017 IEEE Conference on Computer Communications Workshops, 2017

Networklet: Concept and Deployment.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Modeling and Deploying Networklet.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

2016
Burstiness-Aware Resource Reservation for Server Consolidation in Computing Clouds.
IEEE Trans. Parallel Distributed Syst., 2016

Distributed Workload Dissemination for Makespan Minimization in Disruption Tolerant Networks.
IEEE Trans. Mob. Comput., 2016

Virtual Network Deployment in Hybrid Data Center Networks.
Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

Dynamic Load Balancing for Physical Servers in Virtualized Environment.
Proceedings of the 17th International Conference on Parallel and Distributed Computing, 2016

Consolidating flows with implicit deadlines for energy-proportional data center networks.
Proceedings of the 2016 IFIP Networking Conference, 2016

Scheduling parallelizable task in self-organized cloudlet using Hermes.
Proceedings of the IEEE Conference on Computer Communications Workshops, 2016

Auto scaling virtual machines for web applications with queueing theory.
Proceedings of the 3rd International Conference on Systems and Informatics, 2016

OmniFlow: Coupling Load Balancing with Flow Control in Datacenter Networks.
Proceedings of the 36th IEEE International Conference on Distributed Computing Systems, 2016

Collaborative Mobile Charging.
Proceedings of the Wireless Power Transfer Algorithms, 2016

2015
Collaborative Mobile Charging.
IEEE Trans. Computers, 2015

Service-Oriented Resource Allocation in Clouds: Pursuing Flexibility and Efficiency.
J. Comput. Sci. Technol., 2015

MobiCache: Cellular traffic offloading leveraging cooperative caching in mobile social networks.
Comput. Networks, 2015

An Efficient Graph Search Algorithm for Backbone Discovery in Wireless Linear Sensor Networks.
Proceedings of the 12th IEEE International Conference on Mobile Ad Hoc and Sensor Systems, 2015

P<sup>3</sup>: Joint optimization of charger placement and power allocation for wireless power transfer.
Proceedings of the 2015 IEEE Conference on Computer Communications, 2015

SmartRep: Reducing flow completion times with minimal replication in data centers.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Virtual Network Embedding with Opportunistic Resource Sharing.
IEEE Trans. Parallel Distributed Syst., 2014

A Framework for Using Unmanned Aerial Vehicles for Data Collection in Linear Wireless Sensor Networks.
J. Intell. Robotic Syst., 2014

Guarantee high reliability and effectiveness for softwares in internetware.
Proceedings of the 6th Asia-Pacific Symposium on Internetware, 2014

Leveraging tenant flexibility in resource allocation for virtual networks.
Proceedings of the 23rd International Conference on Computer Communication and Networks, 2014

SEA: Stable resource allocation in geographically distributed clouds.
Proceedings of the IEEE International Conference on Communications, 2014

2013
An efficient framework for autonomous underwater vehicle extended sensor networks for pipeline monitoring.
Proceedings of the IEEE International Symposium on Robotic and Sensors Environments, 2013

Minimum makespan workload dissemination in DTNs: making full utilization of computational surplus around.
Proceedings of the Fourteenth ACM International Symposium on Mobile Ad Hoc Networking and Computing, 2013

Ferry-based linear wireless sensor networks.
Proceedings of the 2013 IEEE Global Communications Conference, 2013

2012
Collaborative mobile charging for sensor networks.
Proceedings of the 9th IEEE International Conference on Mobile Ad-Hoc and Sensor Systems, 2012

An Opportunistic Resource Sharing and Topology-Aware mapping framework for virtual networks.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Virtual network embedding with substrate support for parallelization.
Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011
Service Oriented Multimedia Delivery System in Pervasive Environments.
J. Univers. Comput. Sci., 2011

FELL: A Flexible Virtual Network Embedding Algorithm with Guaranteed Load Balancing.
Proceedings of IEEE International Conference on Communications, 2011

Opportunistic Bandwidth Sharing for Virtual Network Mapping.
Proceedings of the Global Communications Conference, 2011

2010
A binary graph reduction algorithm for multi-constrained QoS routing.
Proceedings of the Second Asia-Pacific Symposium on Internetware, 2010

2009
Service-oriented multimedia delivery in pervasive space.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

An Efficient Algorithm for Multimedia Delivery in Pervasive Space.
Proceedings of the IEEE International Symposium on Parallel and Distributed Processing with Applications, 2009


  Loading...