EdgeFed: Optimized Federated Learning Based on Edge Computing

EdgeFed: Optimized Federated Learning Based on Edge Computing

Federated learning (FL) has received considerable attention with the development of mobile internet technology, which is an emerging framework to train a deep learning model from decentralized data. Modern mobile devices often have access to rich but privacy-sensitive data, and computational abiliti...

Full description

Bibliographic Details
Main Authors: Yunfan Ye, Shen Li, Fang Liu, Yonghao Tang, Wanting Hu
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Federated learning
deep learning
federated averaging
edge computing
edge federated learning
Online Access:https://ieeexplore.ieee.org/document/9260194/

Internet

https://ieeexplore.ieee.org/document/9260194/

Similar Items