Resource Management and Model Personalization for Federated Learning over Wireless Edge Networks

Client and Internet of Things devices are increasingly equipped with the ability to sense, process, and communicate data with high efficiency. This is resulting in a major shift in machine learning (ML) computation at the network edge. Distributed learning approaches such as federated learning that...

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Bibliographic Details
Main Authors: Ravikumar Balakrishnan, Mustafa Akdeniz, Sagar Dhakal, Arjun Anand, Ariela Zeira, Nageen Himayat
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Journal of Sensor and Actuator Networks
Subjects:
Online Access:https://www.mdpi.com/2224-2708/10/1/17