Zhigang Hu

Orcid: 0000-0001-5707-8931

Affiliations:
  • Central South University, School of Computer Science and Engineering, Changsha, China


According to our database1, Zhigang Hu authored at least 80 papers between 2007 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Proactive Spatio-Temporal Request Prediction for Replica Placement in Edge-Cloud Computing.
IEEE Internet Things J., September, 2025

Federated Deep Reinforcement Learning for Task Offloading in MEC-Enabled Heterogeneous Networks.
IEEE Internet Things J., April, 2025

PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification.
CoRR, April, 2025

CoMS: Collaborative DNN Model Selection for Heterogeneous Edge Computing Systems.
IEEE Trans. Veh. Technol., February, 2025

FairMS: Fair DNN Model Selection Algorithm for Collaborative Edge Intelligence.
Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

GradPFL: Gradient-Driven Adaptive Clustering in Personalized Federated Learning.
Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

FedCALM: Conflict-aware Layer-wise Mitigation for Selective Aggregation in Deeper Personalized Federated Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

ConFREE: Conflict-free Client Update Aggregation for Personalized Federated Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024
TransEdge: Task Offloading With GNN and DRL in Edge-Computing-Enabled Transportation Systems.
IEEE Internet Things J., December, 2024

Tconns: a novel time-varying context-aware offloading strategy for mobile edge computing.
EURASIP J. Wirel. Commun. Netw., December, 2024

A collaborative cache allocation strategy for performance and link cost in mobile edge computing.
J. Supercomput., October, 2024

A Federated Deep Reinforcement Learning-based Low-power Caching Strategy for Cloud-edge Collaboration.
J. Grid Comput., March, 2024

QDRL: Queue-Aware Online DRL for Computation Offloading in Industrial Internet of Things.
IEEE Internet Things J., 2024

Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

Dual-Stream Contrastive Predictive Network with Joint Handcrafted Feature View for SAR Ship Classification.
Proceedings of the IEEE International Conference on Acoustics, 2024

Coarse-to-Fine Granularity in MultiScale FeatureFusion Network for SAR Ship Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023
Collaborative Cloud-Edge-End Task Offloading in MEC-Based Small Cell Networks With Distributed Wireless Backhaul.
IEEE Trans. Netw. Serv. Manag., December, 2023

Graph-based fine-grained model selection for multi-source domain.
Pattern Anal. Appl., August, 2023

Multifeature Collaborative Fusion Network With Deep Supervision for SAR Ship Classification.
IEEE Trans. Geosci. Remote. Sens., 2023

MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization.
CoRR, 2023

Double Reverse Regularization Network Based on Self-Knowledge Distillation for SAR Object Classification.
CoRR, 2023

PFedSA: Personalized Federated Multi-Task Learning via Similarity Awareness.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Data Placement Strategy of Data-Intensive Workflows in Collaborative Cloud-Edge Environment.
Proceedings of the 10th IEEE International Conference on Cyber Security and Cloud Computing, 2023

2022
DOSP: an optimal synchronization of parameter server for distributed machine learning.
J. Supercomput., 2022

MetaBoost: A Novel Heterogeneous DCNNs Ensemble Network With Two-Stage Filtration for SAR Ship Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

2021
Variation-Aware Cloud Service Selection via Collaborative QoS Prediction.
IEEE Trans. Serv. Comput., 2021

Improving the energy-efficiency of virtual machines by I/O compensation.
J. Supercomput., 2021

A power and thermal-aware virtual machine management framework based on machine learning.
Clust. Comput., 2021

A Two-stage Replica Management Mechanism for Latency-Aware Applications in Multi-Access Edge Computing.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

2020
Power consumption model based on feature selection and deep learning in cloud computing scenarios.
IET Commun., 2020

Modeling and optimization of packet forwarding performance in software-defined WAN.
Future Gener. Comput. Syst., 2020

Automatic Tagging for Open Source Software by Utilizing Package Dependency Information.
Proceedings of the International Symposium on Theoretical Aspects of Software Engineering, 2020

WLeidenRDF: RDF Data Query Method based on Semantic-Enhanced Graph-Clustering Algorithm.
Proceedings of the International Symposium on Theoretical Aspects of Software Engineering, 2020

An Energy-Aware Joint Routing and Task Allocation Algorithm in MEC Systems Assisted by Multiple UAVs.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020

Fruited-Forest: A Reachability Querying Method Based on Spanning Tree Modelling of Reduced DAG.
Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

2019
A novel cloud model based data placement strategy for data-intensive application in clouds.
Comput. Electr. Eng., 2019

Stream Data Load Prediction for Resource Scaling Using Online Support Vector Regression.
Algorithms, 2019

Multi-Objective VM Consolidation Based on Thresholds and Ant Colony System in Cloud Computing.
IEEE Access, 2019

Prediction Method of Energy Consumption Based on Multiple Energy-Related Features in Data Center.
Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

Performance Modelling and Optimization of Controller Cluster Deployments in Software-Defined WAN.
Proceedings of the 21st IEEE International Conference on High Performance Computing and Communications; 17th IEEE International Conference on Smart City; 5th IEEE International Conference on Data Science and Systems, 2019

2018
Task Staggering Peak Scheduling Policy for Cloud Mixed Workloads.
Inf., 2018

Scheduling deadline-constrained scientific workflow using chemical reaction optimisation algorithm in clouds.
Int. J. Embed. Syst., 2018

Minimizing SLA violation and power consumption in Cloud data centers using adaptive energy-aware algorithms.
Future Gener. Comput. Syst., 2018

A modified PSO algorithm for task scheduling optimization in cloud computing.
Concurr. Comput. Pract. Exp., 2018

Fine-Grained Energy Consumption Model of Servers Based on Task Characteristics in Cloud Data Center.
IEEE Access, 2018

Min-Forest: Fast Reachability Indexing Approach for Large-Scale Graphs on Spark Platform.
Proceedings of the Web Services - ICWS 2018, 2018

2017
Time-aware trustworthiness ranking prediction for cloud services using interval neutrosophic set and ELECTRE.
Knowl. Based Syst., 2017

Multi-valued collaborative QoS prediction for cloud service via time series analysis.
Future Gener. Comput. Syst., 2017

A Novel Recommendation Service Method Based on Cloud Model and User Personality.
Proceedings of the Data Science, 2017

Hypergraph-Based Data Reduced Scheduling Policy for Data-Intensive Workflow in Clouds.
Proceedings of the Data Science, 2017

2016
Virtual Machine Placement Algorithm for Both Energy-Awareness and SLA Violation Reduction in Cloud Data Centers.
Sci. Program., 2016

Toward trustworthy cloud service selection: A time-aware approach using interval neutrosophic set.
J. Parallel Distributed Comput., 2016

A Hybrid Skin Detection Model from Multiple Color Spaces Based on a Dual-Threshold Bayesian Algorithm.
Int. J. Pattern Recognit. Artif. Intell., 2016

Expert selection service system by fuzzy ontology modelling.
Int. J. Comput. Sci. Eng., 2016

A Scalable Parallel Semantic Reasoning Algorithm-Based on RDFS Rules on Hadoop.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

2015
Recommend trustworthy services using interval numbers of four parameters via cloud model for potential users.
Frontiers Comput. Sci., 2015

A Hybrid Algorithm Based on Tabu Search and Chemical Reaction Optimization for 0-1 Knapsack Problem.
Proceedings of the Advances in Swarm and Computational Intelligence, 2015

2014
User feature-aware trustworthiness measurement of cloud services via evidence synthesis for potential users.
J. Vis. Lang. Comput., 2014

An energy conservation replica placement strategy for Dynamo.
J. Supercomput., 2014

Energy-efficiency enhanced virtual machine scheduling policy for mixed workloads in cloud environments.
Comput. Electr. Eng., 2014

Cloud service recommendation based on trust measurement using ternary interval numbers.
Proceedings of the International Conference on Smart Computing, 2014

User Features-aware Trust Measurement of Cloud Services via Evidence Synthesis for Potential Users.
Proceedings of the 20th International Conference on Distributed Multimedia Systems: Research papers on distributed multimedia systems, 2014

2013
Virtual machine power measuring technique with bounded error in cloud environments.
J. Netw. Comput. Appl., 2013

An Energy-Aware Heuristic Scheduling for Data-Intensive Workflows in Virtualized Datacenters.
J. Comput. Sci. Technol., 2013

Deadline Guarantee Enhanced Scheduling of Scientific Workflow Applications in Grid.
J. Comput., 2013

2012
Hybrid-Policy Co-allocation Model in Computational Grid.
J. Softw., 2012

Workload-aware Reliability Evaluation Model in Grid Computing.
J. Comput., 2012

2011
Two-Dimension Relaxed Reservation Policy for Independent Tasks in Grid Computing.
J. Softw., 2011

5W1H-based Conceptual Modeling Framework for Domain Ontology and Its Application on STPO.
Proceedings of the Seventh International Conference on Semantics Knowledge and Grid (SKG 2011), 2011

A Deadline Satisfaction Enhanced Workflow Scheduling Algorithm.
Proceedings of the 19th International Euromicro Conference on Parallel, 2011

A Global Benefit Maximization Task-Bundle Allocation.
Proceedings of the Network and Parallel Computing - 8th IFIP International Conference, 2011

2010
Service of Searching and Ranking in a Semantic-Based Expert Information System.
Proceedings of the 5th IEEE Asia-Pacific Services Computing Conference, 2010

2009
Graph transformation based reduction analysis of PID.
ACM SIGSOFT Softw. Eng. Notes, 2009

Deadline-Guarantee-Enhanced Co-Allocation for Parameter Sweep Application in Grid.
Proceedings of IEEE International Conference on Communications, 2009

A Novel Trust Model Based on Bayesian Network for Service-Oriented Grid.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
A Novel Statistic-based Relaxed Grid Resource Reservation Strategy.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

Bayesian Network based QoS Trustworthiness Evaluation Method in Service Oriented Grid.
Proceedings of the 9th International Conference for Young Computer Scientists, 2008

A Novel QoS-Based Co-Allocation Model in Computational Grid.
Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008

A Distributed Workflow Management System Model and Its Scheduling Algorithm.
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2008

2007
Resource Availability Evaluation in Service Grid Environment.
Proceedings of The 2nd IEEE Asia-Pacific Services Computing Conference, 2007


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