108 citations · 341 across the 24 of their papers we have counts for
6 papers · 1 filter
SMOTEC: An Edge Computing Testbed for Adaptive Smart Mobility Experimentation
Zeinab Nezami, Evangelos Pournaras, Amir Borzouie +1
Smart mobility becomes paramount for meeting net-zero targets. However, autonomous, self-driving and electric vehicles require more than ever before an efficient, resilient and tru…
Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective
Jie Xu, Heqiang Wang
This paper studies federated learning (FL) in a classic wireless network, where learning clients share a common wireless link to a coordinating server to perform federated model tr…
Task Offloading and Replication for Vehicular Cloud Computing: A Multi-Armed Bandit Approach
Lixing Chen, Jie Xu
Vehicular Cloud Computing (VCC) is a new technological shift which exploits the computation and storage resources on vehicles for computational service provisioning. Spare on-board…
Adaptive Fog Configuration for the Industrial Internet of Things
Lixing Chen, Pan Zhou, Liang Gao +1
Industrial Fog computing deploys various industrial services, such as automatic monitoring/control and imminent failure detection, at the Fog Nodes (FNs) to improve the performance…
Joint Service Caching and Task Offloading for Mobile Edge Computing in Dense Networks
Jie Xu, Lixing Chen, Pan Zhou
Mobile Edge Computing (MEC) pushes computing functionalities away from the centralized cloud to the network edge, thereby meeting the latency requirements of many emerging mobile a…
Online Learning for Offloading and Autoscaling in Renewable-Powered Mobile Edge Computing
Jie Xu, Shaolei Ren
Mobile edge computing (a.k.a. fog computing) has recently emerged to enable \emph{in-situ} processing of delay-sensitive applications at the edge of mobile networks. Providing grid…