6 citations · 16 across the 9 of their papers we have counts for
9 papers
Price-Discrimination Game for Distributed Resource Management in Federated Learning
Han Zhang, Halvin Yang, Guopeng Zhang
In vanilla federated learning (FL) such as FedAvg, the parameter server (PS) and multiple distributed clients can form a typical buyer's market, where the number of PS/buyers of FL…
Training Latency Minimization for Model-Splitting Allowed Federated Edge Learning
Yao Wen, Guopeng Zhang, Kezhi Wang +1
To alleviate the shortage of computing power faced by clients in training deep neural networks (DNNs) using federated learning (FL), we leverage the edge computing and split learni…
Task-load-Aware Game-Theoretic Framework for Wireless Federated Learning
Jiawei Liu, Guopeng Zhang, Kezhi Wang +1
Federated learning (FL) has been proposed as a popular learning framework to protect the users' data privacy but it has difficulties in motivating the users to participate in task…
Joint Program Partitioning and Resource Allocation for Completion Time Minimization in Multi-MEC Systems
Taizhou Yi, Guopeng Zhang, Kezhi Wang +1
This paper considers a practical mobile edge computing (MEC) system, where edge server does not pre-install the program required to perform user offloaded computing tasks. A partia…
Multi-User Cooperative Computation Framework Based on Bertrand Game
Nan Zhang, Guopeng Zhang, Kezhi Wang +1
In this paper, a multi-user cooperative computing framework is applied to enable mobile users to utilize available computing resources from other neighboring users via direct commu…
Matching-Theory-Based Multi-User Cooperative Computing Framework
Ya Zhou, Guopeng Zhang, Kezhi Wang +1
In this paper, we propose a matching theory based multi-user cooperative computing (MUCC) scheme to minimize the overall energy consumption of a group of user equipments (UEs), whe…
Completion Time Minimization in Wireless-Powered UAV-Assisted Data Collection System (Full Version)
Zhen Wang, Guopeng Zhang, Qiu Wang +2
In unmanned aerial vehicle (UAV)-assisted data collection system, UAVs can be deployed to charge ground terminals (GTs) via wireless power transfer (WPT) and collect data from them…
Optimizing Multi-UAV Deployment in 3D Space to Minimize Task Completion Time in UAV-Enabled Mobile Edge Computing Systems
Sujunjie Sun, Guopeng Zhang, Haibo Mei +2
In Unmanned Aerial Vehicle (UAV)-enabled mobile edge computing (MEC) systems, UAVs can carry edge servers to help ground user equipment (UEs) offloading their computing tasks to th…
RL-Based User Association and Resource Allocation for Multi-UAV enabled MEC
Liang Wang, Peiqiu Huang, Kezhi Wang +4
In this paper, multi-unmanned aerial vehicle (UAV) enabled mobile edge computing (MEC), i.e., UAVE is studied, where several UAVs are deployed as flying MEC platform to provide com…