Swarm Intelligence: Theory and Applications in Fog Computing, Beyond 5G Networks, and Information Security
暫譯: 群體智慧:在雲端計算、超越5G網路及資訊安全中的理論與應用

Reddy, V. Dinesh, Hussain, MD Muzakkir, Singh, Priyanka

  • 出版商: CRC
  • 出版日期: 2025-05-13
  • 售價: $5,650
  • 貴賓價: 9.5$5,368
  • 語言: 英文
  • 頁數: 240
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032676973
  • ISBN-13: 9781032676975
  • 相關分類: 5GARMEdge computing資訊安全
  • 海外代購書籍(需單獨結帳)

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商品描述

This book offers a comprehensive overview of the theory and practical applications of swarm intelligence in fog computing, beyond 5G networks, and information security. The introduction section provides a background on swarm intelligence and its applications in real-world scenarios. The subsequent chapters focus on the practical applications of swarm intelligence in fog-edge computing, beyond 5G networks, and information security. The book explores various techniques such as computation offloading, task scheduling, resource allocation, spectrum management, radio resource management, wireless caching, joint resource optimization, energy management, path planning, UAV placement, and intelligent routing. Additionally, the book discusses the applications of swarm intelligence in optimizing parameters for information transmission, data encryption, and secure transmission in edge networks, multi-cloud systems, and 6G networks. The book is suitable for researchers, academics, and professionals interested in swarm intelligence and its applications in fog computing, beyond 5G networks, and information security. The book concludes by summarizing the key takeaways from each chapter and highlighting future research directions in these areas.

商品描述(中文翻譯)

本書提供了有關群體智慧在雲端計算、超越5G網路及資訊安全的理論與實際應用的全面概述。引言部分介紹了群體智慧的背景及其在現實場景中的應用。隨後的章節專注於群體智慧在雲邊緣計算、超越5G網路及資訊安全的實際應用。本書探討了多種技術,如計算卸載、任務排程、資源分配、頻譜管理、無線資源管理、無線快取、聯合資源優化、能源管理、路徑規劃、無人機佈局及智能路由。此外,本書還討論了群體智慧在優化資訊傳輸參數、數據加密及邊緣網路、多雲系統和6G網路中的安全傳輸應用。本書適合對群體智慧及其在雲端計算、超越5G網路及資訊安全中的應用感興趣的研究人員、學者及專業人士。本書最後總結了每章的關鍵要點,並強調了這些領域未來的研究方向。

作者簡介

V. Dinesh Reddy has about 10 years of experience in academia and industrial research as an AI consultant. His research interests lie in Cloud/ Edge Computing, Quantum computing, AI&ML.

Md. Muzakkir Hussain is an Assistant Professor at SRM University, AP. He has made significant contributions in the field of Artificial Intelligence, Blockchain, IoT/IoV, and Cloud-Fog Computing.

Priyanka Singh is an Associate professor at SRM University, AP, India. Her research interests include Image Processing, Watermarking, Image Forensics, IoT, Artificial Intelligence and Machine Learning.

作者簡介(中文翻譯)

V. Dinesh Reddy 擁有約 10 年的學術和工業研究經驗,擔任 AI 顧問。他的研究興趣包括雲端/邊緣計算、量子計算、人工智慧與機器學習(AI&ML)。

Md. Muzakkir Hussain 是 SRM 大學(AP)的助理教授。他在人工智慧、區塊鏈、物聯網/車聯網(IoT/IoV)和雲霧計算領域做出了重要貢獻。

Priyanka Singh 是 SRM 大學(AP,印度)的副教授。她的研究興趣包括影像處理、水印技術、影像取證、物聯網、人工智慧和機器學習。