AI on the Edge with Security : Foundations and Practices

Sehgal, Naresh Kumar/ Saxena, Manoj/ Shah, Dhaval N.

Springer International Publishing AG（2024/12発売）

• 製本 Hardcover:ハードカバー版／ページ数 271 p.
• 言語 ENG
• 商品コード 9783031782718

Full Description

This book provides readers with an overview of the next generation of Cloud computing with AI, evolving to minimize latency and address privacy/security concerns of many customers. This book will highlight the associated problems and propose new solutions for performing AI and ML at the edge of computing networks.

Contents

Part I. Foundations.- Chapter 1. Edge Computing with AI: Introduction.- Chapter 2. Foundations of Computing at the Edge of Networks.- Chapter 3. Foundations of the Internet of Things (IoT).- Chapter 4. Foundations of Artificial Intelligence.- Chapter 5. Foundations of Information Security.- Chapter 6. Edge Artificial Intelligence .- Part II. Practices.- Chapter 7. Security and Performance at the Edge.- Chapter 8. Intelligent Edge Computing: Design Use Cases.- Chapter 9. Role of Regulatory.- Chapter 10. Future of Edge AI.