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

Tran-Dang, Hoa, Kim, Dong-Seong

Cooperative and Distributed Intelligent Computation in Fog Computing: Concepts, Architectures, and Frameworks
  • 出版商: Springer
  • 出版日期: 2023-06-23
  • 售價: $7,780
  • 貴賓價: 9.5 折 $7,391
  • 語言: 英文
  • 頁數: 202
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031339193
  • ISBN-13: 9783031339196
  • 相關分類: Edge computing

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

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.


商品描述(中文翻譯)

這本資訊性的文獻/參考書提供了對雲霧運算範式的最新狀態進行詳細回顧。特別是，本書檢視了一系列重要的合作和分散計算演算法，以及它們的設計目標和技術挑戰。

內容包括雲霧運算的概念基礎、實際應用、使用優化、群體智能、匹配理論和強化學習方法的合作和分散計算演算法。同時還討論了設計和開發下一代雲霧運算物聯網系統中高效分散計算解決方案的剩餘挑戰和開放性研究問題。

作者簡介

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.

作者簡介(中文翻譯)

Dr. Hoa Tran-Dang 是一位研究教授，就職於韓國國立金泉科技大學（KIT）資訊科技融合工程系的ICT融合研究中心。他的研究興趣包括Fog/Edge運算、無線通訊網路、資源優化、機器學習和人工智慧。

Prof. Dong-Seong Kim 是韓國國立金泉科技大學（KIT）網路系統實驗室/ICT融合研究中心（ITRC計畫）的主任，該計畫得到韓國政府的支持。他是IEEE和ACM的高級會員。他的研究興趣包括即時物聯網、工業無線控制網路、網路嵌入式系統和Fieldbus。

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