Applications of Federated Learning; Taxonomy, Challenges, and Research Trends

The federated learning technique (FL) supports the collaborative training of machine learning and deep learning models for edge network optimization. Although a complex edge network with heterogeneous devices having different constraints can affect its performance, this leads to a problem in this ar...

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Bibliographic Details
Main Authors: Momina Shaheen, Muhammad Shoaib Farooq, Tariq Umer, Byung-Seo Kim
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/11/4/670