Distributed Joint Resource Optimization for Federated Learning Task Distribution

C Zhang, M Dong, K Ota - IEEE Transactions on Green …, 2023 - ieeexplore.ieee.org
The effective utilization of computation and communication resources is one of the primary
challenges for Artificial Intelligence (AI)-based applications. The complexity of the edge …

Joint Optimization of Charging Time and Resource Allocation in Wireless Power Transfer Assisted Federated Learning

J Wang, H Zhou, L Zhao, D Meng… - IEEE INFOCOM 2024 …, 2024 - ieeexplore.ieee.org
As a new distributed machine learning methodology, Federated Learning (FL) allows mobile
devices (MDs) to collaboratively train a global model without sharing their raw data in a …