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:
- 09/02/25
- 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
Reviews
Other Books
- by Danilo Pelusi
- by Rajesh Kumar Dhanaraj
- by A. Prasanth
- by S Balasubramaniam
- by S. Jayachitra
- in Nonfiction
- in Computers and Internet