Cooperative and Distributed Intelligent Computation in Fog Computing: Concepts, Architectures, and Frameworks

Tran-Dang, Hoa; Kim, Dong-Seong

ISBN 10: 3031339193 / ISBN 13: 9783031339196

Verlag: Springer, 2023

In. Bestandsnummer des Verkäufers ria9783031339196_new

Inhaltsangabe:

This informative text/reference presents a detailed review of the state of the art in fog computing paradigm. In particular, the book examines a broad range of important cooperative and distributed computation algorithms, along with their design objectives and technical challenges.

The coverage includes the conceptual fundamental of fog computing, its practical applications, cooperative and distributed computation algorithms using optimization, swarm intelligence, matching theory, and reinforcement learning methods. Discussions are also provided on remaining challenges and open research issues for designing and developing the efficient distributed computation solutions in the next-generation of fog-enabled IoT systems.

 

Über die Autorin bzw. den Autor: Dr. Hoa Tran-Dang is research professor, working in the ICT-Convergence research center, in the department of IT convergence engineering at Kumoh National Institute of Technology (KIT). His research interests include Fog/Edge computing, Wireless Communication Networks, Resource Optimization, Machine Learning, and AI.

Prof. Dong-Seong Kim is Director of Networked System Laboratory/ICT-Convergence Research Center (ITRC program), supported by the Korean government, at Kumoh National Institute of Technology, Gumi, South Korea. He is a senior member of the IEEE, and ACM. His research interests include real-time IoT, industrial wireless control network, networked embedded system and Fieldbus.

Bibliografische Details

Titel: Cooperative and Distributed Intelligent ...
Verlag: Springer
Erscheinungsdatum: 2023
Einband: Hardcover
Zustand: New