Xumin Huang

Xumin Huang

Lecturer

School of Automation

Guangdong University of Technology

Biography

Xumin Huang received the Ph.D. degree from the Guangdong University of Technology, Guangzhou, China, in 2019. He is currently a Lecturer with the Guangdong University of Technology. His research interests cover the broad area of Internet of Things, intelligent transportation systems, wireless communications and networking, and machine learning.

Interests

  • Internet of Things
  • Intelligent Transportation Systems
  • Wireless Communications and Networking
  • Machine Learning

Education

  • Ph.D. in Control Science and Engineering

    GDUT, China (2016)

  • M.S. in Control Science and Engineering

    GDUT, China (2013)

  • B.E. in Automation

    GDUT, China (2009)

Recognitions

Best Student Paper Award of IEEE CSCloud (2016)

IEEE International Conference on Cyber Security and Cloud Computing 2016

Best Paper Award of IET QSHINE (2015)

International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness 2015

Best Paper Award of IEEE ScalCom (2015)

Intl Conf on Scalable Computing and Communications and Its Associated Workshops 2015

Journal Papers

FedParking: A Federated Learning Based Parking Space Estimation With Parked Vehicle Assisted Edge Computing (Updated)

As a distributed learning approach, federated learning trains a shared learning model over distributed datasets while preserving the …
X. Huang, P. Li, R. Yu
PDF DOI

Efficient Workload Allocation and User-Centric Utility Maximization for Task Scheduling in Collaborative Vehicular Edge Computing

By integrating Mobile Edge Computing (MEC) into vehicular networks, vehicular edge computing extends computing capability to the …
X. Huang, R. Yu, D. Ye
PDF DOI

Consortium Blockchain for Secure Resource Sharing in Vehicular Edge Computing: A Contract-Based Approach

Vehicular edge computing (VEC) extends edge computing to vehicular networks by exploiting computation resources of vehicles to offload …
S. Wang, D. Ye, X. Huang
PDF DOI

Task-Container Matching Game for Computation Offloading in Vehicular Edge Computing and Networks

Parked Vehicle (PV) assistance in vehicular edge computing and networks is proposed to exploit underutilized computing resources from …
X. Huang, R. Yu, S. Xie
PDF DOI

Optimal Task Assignment With Delay Constraint for Parked Vehicle Assisted Edge Computing: A Stackelberg Game Approach

Parked vehicle assisted edge computing is a paradigm to employ parked vehicles for processing workloads in vehicular networks. They …
J. Zhang, X. Huang, R. Yu
PDF DOI

Social Welfare Maximization in Container-Based Task Scheduling for Parked Vehicle Edge Computing

Parked vehicle edge computing (PVEC) is proposed to enhance the resource capacity of vehicular networks by utilizing the resources from …
X. Huang, P. Li, R. Yu
PDF DOI

EdgeCare: Leveraging Edge Computing for Collaborative Data Management in Mobile Healthcare Systems

With the wide application of mobile healthcare systems, the total amount of healthcare data is ever increasing rapidly as users …
X. Li, X. Huang, C. Li
PDF DOI

Parked Vehicle Edge Computing: Exploiting Opportunistic Resources for Distributed Mobile Applications

Vehicular Edge Computing (VEC) has been studied as an important application of mobile edge computing in vehicular networks. Usually, …
X. Huang, R. Yu, J. Liu
PDF DOI

Blockchain for Secure and Efficient Data Sharing in Vehicular Edge Computing and Networks

The drastically increasing volume and the growing trend on the types of data have brought in the possibility of realizing advanced …
J. Kang, R. Yu, X. Huang
PDF DOI

Secure Roadside Unit Hotspot Against Eavesdropping Based Traffic Analysis in Edge Computing Based Internet of Vehicles

Edge computing-based Internet of Vehicles (EC-IoV) has emerged when computing environment is extended to vehicular network edge for …
X. Huang, R. Yu, M. Pan
PDF DOI
See all publications

Conference Papers

HealChain: A Decentralized Data Management System for Mobile Healthcare Using Consortium Blockchain

Nowadays, massive healthcare data is collected for analysis and diagnosis from various applications and devices in mobile healthcare. …
W. Ni, X. Huang, J. Zhang
Oct 17, 2019

VeSenChain: Leveraging Consortium Blockchain for Secure and Efficient Vehicular Crowdsensing

Vehicular CrowdSensing (VCS) has become a promising paradigm to employ mobile vehicles for performing sensing tasks in supporting …
J. Zhang, X. Huang, W. Ni
Oct 17, 2019

On-demand Pseudonym Systems in Geo-Distributed Mobile Cloud Computing

Geo-distributed mobile cloud computing (GMCC) integrates location information into mobile cloud computing, that has high potential for …
J. Kang, R. Yu, X. Huang
Aug 18, 2016

Dynamic Resource Pricing and Scalable Cooperation for Mobile Cloud Computing

Mobile cloud computing is a new paradigm to improve the quality of mobile services, which has drawn considerable attentions in both …
X. Huang, R. Yu, J. Kang
Jul 21, 2016

A Hierarchical Pseudonyms Management Approach for Software-Defined Vehicular Networks

Cloud-enabled vehicular network is an emerging paradigm which utilizes cloud computing to enhance the performance of vehicular network. …
X. Huang, J. Kang, R. Yu
Jul 7, 2016

Hierarchical mobile cloud with social grouping for secure pervasive healthcare

Mobile cloud computing is a promising technology for pervasive healthcare, which guarantees real-time health monitoring and electronic …
J. Kang, X. Huang, R. Yu
Apr 19, 2016

An optimal replenishment strategy in energy harvesting wireless networks with a mobile charger

Energy harvesting wireless network is an emerging paradigm where the wireless nodes harvest energy to increase their lifetime. Due to …
Rong Yu, Xumin Huang, Jiawen Kang
Nov 23, 2015

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