Edge Intelligence From Theory to Practice
This graduate-level textbook is ideally suited for lecturing the most relevant topics of Edge Computing and its ties to Artificial Intelligence (AI) and Machine Learning (ML) approaches. It starts from basics and gradually advances, step-by-step, to ways AI/ML concepts can help or benefit from Edge...
Main Authors: | , , , |
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Format: | eBook |
Language: | English |
Published: |
Cham
Springer International Publishing
2023, 2023
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Edition: | 1st ed. 2023 |
Subjects: | |
Online Access: | |
Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 1. Distributed Computing Continuum Systems
- 2. Containerized Edge Computing Platforms
- 3. AI/ML for Service Life Cycle at Edge
- 4. AI/ML for Computation Offloading
- 5. AI/ML Data Pipelines for Edge-Cloud Architectures
- 6. AI/ML on Edge
- 7. AI/ML for Service-Level Objectives.