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

Tran-Dang, Hoa; Kim, Dong-Seong

Hardcover

ISBN 10: 3031339193 ISBN 13: 9783031339196

Verlag: Springer, 2023

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 diesen Titel

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.

Von der hinteren Coverseite

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.

 

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2023
• ISBN 10: 3031339193
• ISBN 13: 9783031339196
• Einband: Tapa dura
• Sprache: Englisch
• Anzahl der Seiten: 222
• Kontakt zum Hersteller: Nicht verfügbar