Cost-efficient Cooperative Video Caching Over Edge Networks

B Zhu, L Zhao, W Yi, Z Chen… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Cooperative caching has emerged as an efficient way to alleviate backhaul traffic and
enhance user experience by proactively prefetching popular videos at the network edge …

Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning

Q Chen, W Yu, X Lyu, Z Jia, G Nan… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Geo-decentralized federated learning (FL) can empower fully distributed model training for
future large-scale 6G networks. Without the centralized parameter server, the peer-to-peer …

Optimization of Energy Efficiency for Federated Learning over Unmanned Aerial Vehicle Communication Networks

XT Dang, OS Shin - Electronics, 2024 - mdpi.com
Federated learning (FL) is considered a promising machine learning technique that has
attracted increasing attention in recent years. Instead of centralizing data in one location for …