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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...

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Bibliographic Details
Main Authors: Taheri, Javid, Dustdar, Schahram (Author), Zomaya, Albert (Author), Deng, Shuiguang (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2023, 2023
Edition:1st ed. 2023
Subjects:
Computer Communication Networks
Electronic Digital Computers / Evaluation
Machine Learning
Software Engineering
System Performance And Evaluation
Computer Networks 
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.

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