On the Performance of Federated Learning Algorithms for IoT

Federated Learning (FL) is a state-of-the-art technique used to build machine learning (ML) models based on distributed data sets. It enables In-Edge AI, preserves data locality, protects user data, and allows ownership. These characteristics of FL make it a suitable choice for IoT networks due to i...

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Bibliographic Details
Main Authors: Mehreen Tahir, Muhammad Intizar Ali
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:IoT
Subjects:
Online Access:https://www.mdpi.com/2624-831X/3/2/16