Experimental Evaluation and Analysis of Federated Learning in Edge Computing Environments

Federated learning (FL) is a machine learning system that allows a network of devices to train a model without centralized data. This characteristic makes FL an ideal choice for machine learning using user data while maintaining privacy. Many applications, such as autonomous vehicles that adapt to p...

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Bibliographic Details
Main Authors: Pham Khanh Quan, Majid Kundroo, Taehong Kim
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10086519/