Applications of Federated Learning in Technological Advancements: Use Cases and Applications (1)

By: and and and and

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Synopsis
This book explores the applications and advancements of federated learning across diverse sectors, focusing on its integration with cutting- edge technologies like Internet of Things (IoT), artificial intelligence (AI), blockchain, and digital twins. Real-world examples and case studies illustrate federated learning’s role in healthcare, smart cities, and maritime applications while addressing critical concerns such as security. It provides insights into federated learning’s transformative potential, offering practical strategies for intelligent systems and sustainable environments. The book particularly:• Focuses on the federated learning–based model optimization, addressing the significance of IoT and federated learning in the evolution of intelligent systems for various applications;• Describes the different optimization techniques of federated learning systems from a practical point of view;• Highlights economic, social, and environmental impacts of smart technologies and provides insights into IoT, 5G/ 6G communication, and computing standards;• Provides analysis of the use cases of federated learning regarding the development of IoT, AI, blockchain, digital twins;• Offers strategies for overcoming challenges associated with federated learning systems, including connectivity, computation, threats, privacy, and security issues.It covers fundamental concepts, practical implementations, and trends, to serve as a reference resource for professionals and researchers in the field.
Copyright:
2026

Book Details

Book Quality:
Publisher Quality
Book Size:
186 Pages
ISBN-13:
9781040405420
Related ISBNs:
9781003532323, 9781032859514, 9781040405406
Publisher:
CRC Press
Date of Addition:
Copyrighted By:
selection and editorial matter, S. Jayachitra, A. Prasanth, Rajesh Kumar Dhanaraj, Balasubramaniam S, Danilo Pelusi
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
S. Jayachitra
Edited by:
A. Prasanth
Edited by:
Rajesh Kumar Dhanaraj
Edited by:
Balasubramaniam S
Edited by:
Danilo Pelusi

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