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

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 incl...

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Hlavní autoři: Tran-Dang, Hoa (Autor), Kim, Dong-Seong (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer Nature Switzerland : Imprint: Springer, 2023.
Vydání:1st ed. 2023.
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On-line přístup:https://doi.org/10.1007/978-3-031-33920-2
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Shrnutí: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. .
Fyzický popis:XVII, 202 p. 59 illus., 39 illus. in color. online resource.
ISBN:9783031339202
DOI:10.1007/978-3-031-33920-2