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Titlebook: Cooperative and Distributed Intelligent Computation in Fog Computing; Concepts, Architectu Hoa Tran-Dang,Dong-Seong Kim Book 2023 The Edito

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书目名称Cooperative and Distributed Intelligent Computation in Fog Computing
副标题Concepts, Architectu
编辑Hoa Tran-Dang,Dong-Seong Kim
视频videohttp://file.papertrans.cn/239/238020/238020.mp4
概述Describes the innovative concepts of fog computing for the next-generation fog-enabled IoT.Reviews the key distributed computation solutions for fog computing-based IoT systems.Proposes a set of novel
图书封面Titlebook: Cooperative and Distributed Intelligent Computation in Fog Computing; Concepts, Architectu Hoa Tran-Dang,Dong-Seong Kim Book 2023 The Edito
描述.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... .
出版日期Book 2023
关键词Fog computing; Edge computing; IoT; Distributed and Parallel Computation; Task Partition; Reinforcement L
版次1
doihttps://doi.org/10.1007/978-3-031-33920-2
isbn_softcover978-3-031-33922-6
isbn_ebook978-3-031-33920-2
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
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The Cost of Living in America and Germanyr-physical systems (CPS) in which all data with massive volume and complex structure constantly generated by the end devices are impractical to send to faraway cloud data centers for computation and analysis. This context also creates new opportunities for a wider range of fog-based applications, wh
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The Cost of Living in America and Germanyof data that are prohibitive to transport to distant cloud data centers for processing, fog computing is increasingly integrated in the IoT and CPS systems. Simultaneously, the integration of fog computing in these systems also opened up potential possibilities for developing a larger range of appli
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The Inner Nature of the Ruling Parties This improvement is enabled by task offloading schemes, which perform task computation near the task generation sources (i.e., IoT devices) on behalf of remote cloud servers. However, reducing delay remains challenging for offloading strategies owing to the resource limitations of fog devices. In a
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The Cost of Living in America and Germanysystems. In this review, the key solution concepts and algorithmic implementations proposed in the literature are highlighted and discussed thoroughly. Given the powerful tool of matching theory, its full capability is still unexplored and unexploited in the literature. We thereby discover and discu
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