Jia Hu

Orcid: 0000-0001-5406-8420

Affiliations:
  • University of Exeter, Department of Computer Science, UK
  • Liverpool Hope University, Department of Mathematics and Computer Science, UK (former)
  • University of Bradford, UK (PhD 2010)


According to our database1, Jia Hu authored at least 140 papers between 2007 and 2024.

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Bibliography

2024
Joint Charging Scheduling and Computation Offloading in EV-Assisted Edge Computing: A Safe DRL Approach.
IEEE Trans. Mob. Comput., September, 2024

Agile Cache Replacement in Edge Computing via Offline-Online Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., April, 2024

Federated Multimodal Learning for Privacy-Preserving Driver Break Recommendations in Consumer Electronics.
IEEE Trans. Consumer Electron., February, 2024

SemantiChain: A Trust Retrieval Blockchain Based on Semantic Sharding.
IEEE Trans. Inf. Forensics Secur., 2024

2023
Online Service Migration in Mobile Edge With Incomplete System Information: A Deep Recurrent Actor-Critic Learning Approach.
IEEE Trans. Mob. Comput., November, 2023

Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning.
IEEE Trans. Computers, November, 2023

Digital Twin-Driven Intelligent Task Offloading for Collaborative Mobile Edge Computing.
IEEE J. Sel. Areas Commun., October, 2023

Communication-Efficient Federated Learning on Non-IID Data Using Two-Step Knowledge Distillation.
IEEE Internet Things J., October, 2023

Faster Federated Learning With Decaying Number of Local SGD Steps.
IEEE Trans. Parallel Distributed Syst., July, 2023

Federated Learning-Empowered Disease Diagnosis Mechanism in the Internet of Medical Things: From the Privacy-Preservation Perspective.
IEEE Trans. Ind. Informatics, July, 2023

Federated Ensemble Model-Based Reinforcement Learning in Edge Computing.
IEEE Trans. Parallel Distributed Syst., June, 2023

Accelerating Federated Learning With a Global Biased Optimiser.
IEEE Trans. Computers, June, 2023

Deep reinforcement learning for next-generation IoT networks.
Comput. Networks, June, 2023

AI-Empowered Trajectory Anomaly Detection for Intelligent Transportation Systems: A Hierarchical Federated Learning Approach.
IEEE Trans. Intell. Transp. Syst., April, 2023

Spatial-Temporal Cellular Traffic Prediction for 5G and Beyond: A Graph Neural Networks-Based Approach.
IEEE Trans. Ind. Informatics, April, 2023

Heterogeneous Blockchain and AI-Driven Hierarchical Trust Evaluation for 5G-Enabled Intelligent Transportation Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023

Intelligent Anomaly Detection of Trajectories for IoT Empowered Maritime Transportation Systems.
IEEE Trans. Intell. Transp. Syst., February, 2023

D2MIF: A Malicious Model Detection Mechanism for Federated-Learning-Empowered Artificial Intelligence of Things.
IEEE Internet Things J., February, 2023

Privacy-Aware Access Control in IoT-Enabled Healthcare: A Federated Deep Learning Approach.
IEEE Internet Things J., February, 2023

Spatiotemporal Prediction Based Intelligent Task Allocation for Secure Spatial Crowdsourcing in Industrial IoT.
IEEE Trans. Netw. Sci. Eng., 2023

Performance Modelling and Quantitative Analysis of Vehicular Edge Computing With Bursty Task Arrivals.
IEEE Trans. Mob. Comput., 2023

UAV Enabled Sustainable IoT Network with OTPDRL.
Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

2022
The Design of User-Centric Mobile Crowdsensing with Cooperative D2D Communications.
IEEE Wirel. Commun., 2022

Multi-Task Federated Learning for Personalised Deep Neural Networks in Edge Computing.
IEEE Trans. Parallel Distributed Syst., 2022

Adaptive and Efficient Resource Allocation in Cloud Datacenters Using Actor-Critic Deep Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., 2022

QoS and Privacy-Aware Routing for 5G-Enabled Industrial Internet of Things: A Federated Reinforcement Learning Approach.
IEEE Trans. Ind. Informatics, 2022

QoE-DEER: A QoE-Aware Decentralized Resource Allocation Scheme for Edge Computing.
IEEE Trans. Cogn. Commun. Netw., 2022

Dependent Task Offloading for Edge Computing based on Deep Reinforcement Learning.
IEEE Trans. Computers, 2022

Byzantine-Robust and Efficient Federated Learning for the Internet of Things.
IEEE Internet Things Mag., 2022

Privacy-Preserving Federated Deep Learning for Cooperative Hierarchical Caching in Fog Computing.
IEEE Internet Things J., 2022

A Secure Data Aggregation Strategy in Edge Computing and Blockchain-Empowered Internet of Things.
IEEE Internet Things J., 2022

Toward Accurate Anomaly Detection in Industrial Internet of Things Using Hierarchical Federated Learning.
IEEE Internet Things J., 2022

Data fusion and transfer learning empowered granular trust evaluation for Internet of Things.
Inf. Fusion, 2022

An intelligent and privacy-enhanced data sharing strategy for blockchain-empowered Internet of Things.
Digit. Commun. Networks, 2022

Client-Side Optimization Strategies for Communication-Efficient Federated Learning.
IEEE Commun. Mag., 2022

Performance Analysis of IEEE 802.11p for the Internet of Vehicles with Bursty Packet Errors.
Proceedings of the IEEE International Conference on Trust, 2022

2021
Intelligent Mobile Edge Caching for Popular Contents in Vehicular Cloud Toward 6G.
IEEE Trans. Veh. Technol., 2021

Fast Adaptive Task Offloading in Edge Computing Based on Meta Reinforcement Learning.
IEEE Trans. Parallel Distributed Syst., 2021

Guest Editorial: Introduction to the Special Section on Intelligence-Empowered Collaboration Among Space, Air, Ground, and Sea Mobile Networks Towards B5G.
IEEE Trans. Netw. Sci. Eng., 2021

Mobility-Aware Proactive Edge Caching for Connected Vehicles Using Federated Learning.
IEEE Trans. Intell. Transp. Syst., 2021

Blockchain and Deep Reinforcement Learning Empowered Spatial Crowdsourcing in Software-Defined Internet of Vehicles.
IEEE Trans. Intell. Transp. Syst., 2021

Enabling Secure Authentication in Industrial IoT With Transfer Learning Empowered Blockchain.
IEEE Trans. Ind. Informatics, 2021

Data-Augmentation-Based Cellular Traffic Prediction in Edge-Computing-Enabled Smart City.
IEEE Trans. Ind. Informatics, 2021

Toward Secure Data Fusion in Industrial IoT Using Transfer Learning.
IEEE Trans. Ind. Informatics, 2021

A Blockchain-Based Secure Data Aggregation Strategy Using Sixth Generation Enabled Network-in-Box for Industrial Applications.
IEEE Trans. Ind. Informatics, 2021

Softwarized Industrial Deterministic Networking Based on Unmanned Aerial Vehicles.
IEEE Trans. Ind. Informatics, 2021

Scalable Orchestration of Service Function Chains in NFV-Enabled Networks: A Federated Reinforcement Learning Approach.
IEEE J. Sel. Areas Commun., 2021

A privacy-preserving resource trading scheme for Cloud Manufacturing with edge-PLCs in IIoT.
J. Syst. Archit., 2021

PPCS: An Intelligent Privacy-Preserving Mobile-Edge Crowdsensing Strategy for Industrial IoT.
IEEE Internet Things J., 2021

Secure Lightweight Stream Data Outsourcing for Internet of Things.
IEEE Internet Things J., 2021

Privacy-Enhanced Data Fusion for COVID-19 Applications in Intelligent Internet of Medical Things.
IEEE Internet Things J., 2021

Toward Location-Enabled IoT (LE-IoT): IoT Positioning Techniques, Error Sources, and Error Mitigation.
IEEE Internet Things J., 2021

Special issue on recent advances in data science and systems.
Expert Syst. J. Knowl. Eng., 2021

Federated Ensemble Model-based Reinforcement Learning.
CoRR, 2021

Effective data placement for scientific workflows in mobile edge computing using genetic particle swarm optimization.
Concurr. Comput. Pract. Exp., 2021

Intelligence-driven mobile networks for smart cities.
Computing, 2021

An Intelligent UAV based Data Aggregation Algorithm for 5G-enabled Internet of Things.
Comput. Networks, 2021

A Privacy-Enhanced Mobile Crowdsensing Strategy for Blockchain Empowered Internet of Medical Things.
Proceedings of the 20th IEEE International Conference on Trust, 2021

The Algorithm of Multi-source to Multi-sink Traffic scheduling.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

Blockchain-based Access Control Model to Preserve Privacy for Students' Credit Information.
Proceedings of the 17th International Conference on Mobility, Sensing and Networking, 2021

A Novel Cross-domain Access Control Protocol in Mobile Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2021

Analytical Modelling of Content Transfer in Information Centric Networks.
Proceedings of the 24th IEEE International Conference on Computational Science and Engineering, 2021

2020
Secure limitation analysis of public-key cryptography for smart card settings.
World Wide Web, 2020

Joint Route Selection and Charging Discharging Scheduling of EVs in V2G Energy Network.
IEEE Trans. Veh. Technol., 2020

Towards Accurate Prediction for High-Dimensional and Highly-Variable Cloud Workloads with Deep Learning.
IEEE Trans. Parallel Distributed Syst., 2020

Human-Behavior and QoE-Aware Dynamic Channel Allocation for 5G Networks: A Latent Contextual Bandit Learning Approach.
IEEE Trans. Cogn. Commun. Netw., 2020

Scale balance for prototype-based binary quantization.
Pattern Recognit., 2020

Revisiting spectral clustering for near-convex decomposition of 2D shape.
Pattern Recognit., 2020

Special issue on security, usability and sustainability of smart cities.
J. Reliab. Intell. Environ., 2020

Deploying Network Functions for Multiaccess Edge-IoT With Deep Reinforcement Learning.
IEEE Internet Things J., 2020

Communication-Efficient Federated Learning for Wireless Edge Intelligence in IoT.
IEEE Internet Things J., 2020

Special Issue on Deep Reinforcement Learning for Emerging IoT Systems.
IEEE Internet Things J., 2020

Online Service Migration in Edge Computing with Incomplete Information: A Deep Recurrent Actor-Critic Method.
CoRR, 2020

User-Oriented Multi-Task Federated Deep Learning for Mobile Edge Computing.
CoRR, 2020

Location-Enabled IoT (LE-IoT): A Survey of Positioning Techniques, Error Sources, and Mitigation.
CoRR, 2020

Introduction to the special section on advanced techniques and emerging trends in cyber-social computing.
Comput. Electr. Eng., 2020

Computation Offloading and Task Scheduling for DNN-Based Applications in Cloud-Edge Computing.
IEEE Access, 2020

An intelligent UAV based data aggregation strategy for IoT after disaster scenarios.
Proceedings of the DroneCom '20: Proceedings of the 2nd ACM MobiCom Workshop on Drone Assisted Wireless Communications for 5G and Beyond, 2020

A Novel Simulated Annealing based Routing Algorithm in F-SDNs.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Proactive Content Caching for Internet-of-Vehicles based on Peer-to-Peer Federated Learning.
Proceedings of the 26th IEEE International Conference on Parallel and Distributed Systems, 2020

2019
Guest Editorial: Smart Grid Inspired Data Sensing, Processing and Networking Technologies.
Mob. Networks Appl., 2019

Cybersecurity design considerations for cross-boundary clinical decision support.
J. Reliab. Intell. Environ., 2019

Computation Offloading in Multi-Access Edge Computing Using a Deep Sequential Model Based on Reinforcement Learning.
IEEE Commun. Mag., 2019

Balancing of the quality-of-service, energy and revenue of base stations in wireless networks via tullock contests.
Proceedings of the International Symposium on Quality of Service, 2019

Learning-Based Resource Allocation in Cloud Data Center using Advantage Actor-Critic.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

2018
Guest Editorial Special Issue on Internet-of-Things for Smart Cities.
IEEE Internet Things J., 2018

DTCS: An Integrated Strategy for Enhancing Data Trustworthiness in Mobile Crowdsourcing.
IEEE Internet Things J., 2018

DTRM: A new reputation mechanism to enhance data trustworthiness for high-performance cloud computing.
Future Gener. Comput. Syst., 2018

Federated Learning Based Proactive Content Caching in Edge Computing.
Proceedings of the IEEE Global Communications Conference, 2018

2017
Crossed Cube Ring: A k-connected virtual backbone for wireless sensor networks.
J. Netw. Comput. Appl., 2017

Toward better data veracity in mobile cloud computing: A context-aware and incentive-based reputation mechanism.
Inf. Sci., 2017

A Markovian analytical framework for public-safety video sharing by device-to-device communications.
Concurr. Comput. Pract. Exp., 2017

A trustworthy and energy-aware routing protocol in software-defined wireless mesh networks.
Comput. Electr. Eng., 2017

A Secure Collaborative Spectrum Sensing Strategy in Cyber-Physical Systems.
IEEE Access, 2017

A Data Trustworthiness Enhanced Reputation Mechanism for Mobile Crowd Sensing.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

A Content Caching Strategy Based on Demand Estimate Function in Small Cell Networks.
Proceedings of the 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2017

Performance Analysis of WLANs under Bursty and Correlated Video Traffic.
Proceedings of the 14th International Symposium on Pervasive Systems, 2017

Cost-Aware Optimisation of Cache Allocation for Information-Centric Networking.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Performance Analysis of WLANs with Heterogeneous and Bursty Multimedia Traffic.
Proceedings of the 2017 IEEE Global Communications Conference, 2017

Exploiting Mobile Sensor Data for Media Caching in Mobile Edge Networks.
Proceedings of the 15th IEEE Intl Conf on Dependable, 2017

2016
Performance Modelling and Analysis of Software-Defined Networking under Bursty Multimedia Traffic.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Embedded multicore computing and applications.
Concurr. Comput. Pract. Exp., 2016

Performance Evaluation of Information-Centric Networking for Multimedia Services.
Proceedings of the 2016 IEEE Symposium on Service-Oriented System Engineering, 2016

A Secure Collaborative Spectrum Sensing Strategy in Cyber-Physical Systems.
Proceedings of the 2016 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2016

2015
Introduction to special issue on High Performance Computing Architectures and Systems.
J. Comput. Syst. Sci., 2015

Secure Cooperative Spectrum Sensing and Allocation in Distributed Cognitive Radio Networks.
Int. J. Distributed Sens. Networks, 2015

CRM: A New Dynamic Cross-Layer Reputation Computation Model in Wireless Networks.
Comput. J., 2015

Special issue on big data inspired data sensing, processing and networking technologies.
Ad Hoc Networks, 2015

A Context Aware Reputation Mechanism for Enhancing Big Data Veracity in Mobile Cloud Computing.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

A Secure Cooperative Spectrum Sensing Strategy for Distributed Cognitive Radio Networks.
Proceedings of the 15th IEEE International Conference on Computer and Information Technology, 2015

2014
A Role Based Privacy-Aware Secure Routing Protocol for Wireless Mesh Networks.
Wirel. Pers. Commun., 2014

Guest editorial: scalable computing and communications.
Telecommun. Syst., 2014

Introduction to special issue on embedded systems architecture and applications.
J. Syst. Archit., 2014

Performance analysis of a threshold-based dynamic TXOP scheme for intra-AC QoS in wireless LANs.
Future Gener. Comput. Syst., 2014

Introduction to special issue on high performance computing.
Computing, 2014

Introduction to Special issue on Ubiquitous Computing and Communications Technologies.
Comput. Electr. Eng., 2014

Caching of Content-Centric Networking under bursty content requests.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Energy-Aware Secure Routing for Hybrid Wireless Mesh Networks.
Proceedings of the 17th IEEE International Conference on Computational Science and Engineering, 2014

2013
Analysis of the MAC protocol in low rate wireless personal area networks with bursty ON-OFF traffic.
Concurr. Comput. Pract. Exp., 2013

A Dynamic and Multi-layer Reputation Computation Model for Multi-hop Wireless Networks.
Proceedings of the Network and System Security - 7th International Conference, 2013

2012
Performance analysis and comparison of burst transmission schemes in unsaturated 802.11e WLANs.
Wirel. Commun. Mob. Comput., 2012

Comprehensive QoS analysis of enhanced distributed channel access in wireless local area networks.
Inf. Sci., 2012

PA-SHWMP: a privacy-aware secure hybrid wireless mesh protocol for IEEE 802.11s wireless mesh networks.
EURASIP J. Wirel. Commun. Netw., 2012

Role Based Privacy-Aware Secure Routing in WMNs.
Proceedings of the 11th IEEE International Conference on Trust, 2012

2011
Performance Modelling and Analysis of the TXOP Scheme in Wireless Multimedia Networks with Heterogeneous Stations.
IEEE Trans. Wirel. Commun., 2011

Performance analysis of the TXOP burst transmission scheme in single-hop ad hoc networks with unbalanced stations.
Comput. Commun., 2011

Modeling and analysis of TXOP differentiation in infrastructure-based WLANs.
Comput. Networks, 2011

A Threshold-Based Dynamic TXOP Scheme for Intra-AC QoS Differentiation in IEEE 802.11e Networks.
Proceedings of the 14th IEEE International Conference on Computational Science and Engineering, 2011

2010
QoS analysis of medium access control in LR-WPANs under bursty error channels.
Future Gener. Comput. Syst., 2010

Modelling and Analysis of Dynamic Spectrum Access in Cognitive Radio Networks with Self-Similar Traffic.
Proceedings of the Global Communications Conference, 2010

2009
Performance analysis of the TXOP scheme in IEEE 802.11e WLANs with bursty error channels.
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009

QoS Performance Analysis of IEEE 802.15.4 MAC in LR-WPAN with Bursty Error Channels.
Proceedings of the MSN 2009, 2009

Admission Control in the IEEE 802.11e WLANs Based on Analytical Modelling and Game Theory.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

Performance Modelling of IEEE 802.15.4 MAC in LR-WPAN with Bursty ON-OFF Traffic.
Proceedings of the Ninth IEEE International Conference on Computer and Information Technology, 2009

2008
A Dynamic IEEE 802.11e TXOP Scheme in WLANs under Self-Similar Traffic: Performance Enhancement and Analysis.
Proceedings of IEEE International Conference on Communications, 2008

A Comprehensive Analytical Model for IEEE 802.11e QoS Differentiation Schemes under Unsaturated Traffic Loads.
Proceedings of IEEE International Conference on Communications, 2008

An Analytical Model of the TXOP Scheme with Heterogeneous Classes of Stations.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

2007
Modeling of IEEE 802.11e Contention Free Bursting Scheme with Heterogeneous Stations.
Proceedings of the 15th International Symposium on Modeling, 2007

Performance Modelling of TXOP Differentiation in Infrastructure-Based WLANs.
Proceedings of the 32nd Annual IEEE Conference on Local Computer Networks (LCN 2007), 2007

Analysis and Comparison of Burst Transmission Schemes in Unsaturated 802.11e WLANs.
Proceedings of the Global Communications Conference, 2007


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