Fog and Edge Computing: Principles and Paradigms (Hardcover)

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商品描述

A comprehensive guide to Fog and Edge applications, architectures, and technologies

Recent years have seen the explosive growth of the Internet of Things (IoT): the internet-connected network of devices that includes everything from personal electronics and home appliances to automobiles and industrial machinery. Responding to the ever-increasing bandwidth demands of the IoT, Fog and Edge computing concepts have developed to collect, analyze, and process data more efficiently than traditional cloud architecture.

Fog and Edge Computing: Principles and Paradigms provides a comprehensive overview of the state-of-the-art applications and architectures driving this dynamic field of computing while highlighting potential research directions and emerging technologies. 

Exploring topics such as developing scalable architectures, moving from closed systems to open systems, and ethical issues rising from data sensing, this timely book addresses both the challenges and opportunities that Fog and Edge computing presents. Contributions from leading IoT experts discuss federating Edge resources, middleware design issues, data management and predictive analysis, smart transportation and surveillance applications, and more. A coordinated and integrated presentation of topics helps readers gain thorough knowledge of the foundations, applications, and issues that are central to Fog and Edge computing. This valuable resource:

  • Provides insights on transitioning from current Cloud-centric and 4G/5G wireless environments to Fog Computing
  • Examines methods to optimize virtualized, pooled, and shared resources
  • Identifies potential technical challenges and offers suggestions for possible solutions
  • Discusses major components of Fog and Edge computing architectures such as middleware, interaction protocols, and autonomic management
  • Includes access to a website portal for advanced online resources 

Fog and Edge Computing: Principles and Paradigms is an essential source of up-to-date information for systems architects, developers, researchers, and advanced undergraduate and graduate students in fields of computer science and engineering.

商品描述(中文翻譯)

《Fog和Edge計算:原理和範式》是一本全面介紹Fog和Edge應用、架構和技術的指南。

近年來,物聯網(IoT)的爆炸性增長引起了廣泛關注,物聯網是指連接到互聯網的設備網絡,包括個人電子產品、家用電器、汽車和工業機械等。為了應對物聯網對帶寬的不斷增長需求,Fog和Edge計算概念應運而生,以比傳統的雲架構更高效地收集、分析和處理數據。

《Fog和Edge計算:原理和範式》全面概述了推動這一動態計算領域的最新應用和架構,同時突出了潛在的研究方向和新興技術。本書探討了開發可擴展架構、從封閉系統過渡到開放系統以及數據感知引起的倫理問題等主題,既闡述了Fog和Edge計算所帶來的挑戰,也指出了機遇。領先的物聯網專家們的貢獻討論了聯合Edge資源、中間件設計問題、數據管理和預測分析、智能交通和監控應用等。本書統一且完整地介紹了Fog和Edge計算的基礎、應用和相關問題,幫助讀者全面了解這一領域。

本書的重要資源包括:

- 提供從現有以雲為中心和4G/5G無線環境過渡到Fog計算的見解
- 探討優化虛擬化、集中和共享資源的方法
- 確定潛在的技術挑戰並提供可能的解決方案建議
- 討論Fog和Edge計算架構的主要組件,如中間件、交互協議和自主管理
- 提供網站門戶,提供高級在線資源

《Fog和Edge計算:原理和範式》是系統架構師、開發人員、研究人員以及計算機科學和工程領域的高級本科和研究生學生的必備資料來源。