28 citations · 67 across the 8 of their papers we have counts for
8 papers
Long-Term Client Selection for Federated Learning with Non-IID Data: A Truthful Auction Approach
Jinghong Tan, Zhian Liu, Kun Guo +1
Federated learning (FL) provides a decentralized framework that enables universal model training through collaborative efforts on mobile nodes, such as smart vehicles in the Intern…
Secrecy Offloading Rate Maximization for Multi-Access Mobile Edge Computing Networks
Mingxiong Zhao, Huiqi Bao, Li Yin +2
This letter considers a multi-access mobile edge computing (MEC) network consisting of multiple users, multiple base stations, and a malicious eavesdropper. Specifically, the users…
Energy Minimization for Mobile Edge Computing Networks with Time-Sensitive Constraints
JunJie Yu, Han Wang, Mingxiong Zhao +4
Mobile edge computing (MEC) provides users with a high quality experience (QoE) by placing servers with rich services close to the end users. Compared with local computing, MEC can…
Energy-Aware Offloading in Time-Sensitive Networks with Mobile Edge Computing
Mingxiong Zhao, Jun-Jie Yu, Wen-Tao Li +5
Mobile Edge Computing (MEC) enables rich services in close proximity to the end users to provide high quality of experience (QoE) and contributes to energy conservation compared wi…
ReLeTA: Reinforcement Learning for Thermal-Aware Task Allocation on Multicore
Shi-Gui Yang, Yuan-Yuan Wang, Di Liu +4
In this paper, we propose \textit{ReLeTA}: Reinforcement Learning based Task Allocation for temperature minimization. We design a new reward function and use a new state model to f…
Exploiting Trust Degree for Multiple-Antenna User Cooperation
Mingxiong Zhao, Jong Yeol Ryu, Jemin Lee +2
For a user cooperation system with multiple antennas, we consider a trust degree based cooperation techniques to explore the influence of the trustworthiness between users on the c…
Joint Power Splitting and Secure Beamforming Design in the Multiple Non-regenerative Wireless-powered Relay Networks
Mingxiong Zhao, Xiangfeng Wang, Suili Feng
The physical-layer security issue in the multiple non-regenerative wireless-powered relay (WPR) networks is investigated in this letter, where the idle relay is treated as a potent…
Joint Power Splitting and Secure Beamforming Design in the Wireless-powered Untrusted Relay Networks
Mingxiong Zhao, Suili Feng, Yuan Liu +3
In this work, we maximize the secrecy rate of the wireless-powered untrusted relay network by jointly designing power splitting (PS) ratio and relay beamforming with the proposed g…