24 citations · 106 across the 15 of their papers we have counts for
5 papers · 1 filter
Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
Jie Xu, Heqiang Wang, Lixing Chen
This paper studies a federated learning (FL) system, where \textit{multiple} FL services co-exist in a wireless network and share common wireless resources. It fills the void of wi…
When Attackers Meet AI: Learning-empowered Attacks in Cooperative Spectrum Sensing
Zhengping Luo, Shangqing Zhao, Zhuo Lu +2
Defense strategies have been well studied to combat Byzantine attacks that aim to disrupt cooperative spectrum sensing by sending falsified versions of spectrum sensing data to a f…
Spatio-temporal Edge Service Placement: A Bandit Learning Approach
Lixing Chen, Jie Xu, Shaolei Ren +1
Shared edge computing platforms deployed at the radio access network are expected to significantly improve quality of service delivered by Application Service Providers (ASPs) in a…
Energy Efficient Mobile Edge Computing in Dense Cellular Networks
Lixing Chen, Sheng Zhou, Jie Xu
Merging Mobile Edge Computing (MEC), which is an emerging paradigm to meet the increasing computation demands from mobile devices, with the dense deployment of Base Stations (BSs),…
E2M2: Energy Efficient Mobility Management in Dense Small Cells with Mobile Edge Computing
Jie Xu, Yuxuan Sun, Lixing Chen +1
Merging mobile edge computing with the dense deployment of small cell base stations promises enormous benefits such as a real proximity, ultra-low latency access to cloud functiona…