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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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Autors principals: Taheri, Javid (Autor), Dustdar, Schahram (Autor), Zomaya, Albert (Autor), Deng, Shuiguang (Autor)
Autor corporatiu: SpringerLink (Online service)
Format: Electrònic eBook
Idioma:anglès
Publicat: Cham : Springer International Publishing : Imprint: Springer, 2023.
Edició:1st ed. 2023.
Matèries:
Computer networks .
Software engineering.
Machine learning.
Electronic digital computers > Evaluation.
Computer Communication Networks.
Software Engineering.
Machine Learning.
System Performance and Evaluation.
Accés en línia:https://doi.org/10.1007/978-3-031-22155-2
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Taula de continguts:
  • 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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