Federated Learning Applications in the Industrial Internet of Everything (IoE)
Author:   Rajni Mohana ,  Aman Sharma ,  Anand Nayyar ,  Poonam Saini
Publisher:   Springer International Publishing AG
Volume:   611
ISBN:  

9783031992698


Pages:   287
Publication Date:   27 September 2025
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Federated Learning Applications in the Industrial Internet of Everything (IoE)


Overview

This book presents a comprehensive exploration of federated learning and its transformative potential across industries, focusing on privacy-preserving, decentralized AI solutions. It introduces novel frameworks and applications in healthcare, smart transportation, energy optimization, and Industry 4.0, emphasizing real-world use cases and addressing key challenges in privacy, scalability, and collaboration. By bridging theory and practice, the book provides actionable insights into implementing federated learning for dynamic, interconnected ecosystems like the Industrial Internet of Everything (IoE). Aimed at researchers, practitioners, and policymakers, it offers cutting-edge strategies to enhance efficiency, security, and innovation in diverse industrial domains.

Full Product Details

Author:   Rajni Mohana ,  Aman Sharma ,  Anand Nayyar ,  Poonam Saini
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   611
ISBN:  

9783031992698


ISBN 10:   3031992695
Pages:   287
Publication Date:   27 September 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

.- Introduction to Federated Learning and its applications in the IoE.- Techniques used in Federated Learning.- Federated Learning in the Manufacturing Industry.- Federated Learning in the Transportation Industry.- Federated Learning in the Healthcare Industry.- Challenges and Opportunities in Federated Learning for the IoE.- Conclusion and future research directions, etc.

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