Fog Computing: Theory and Practice
暫譯: 雲霧計算:理論與實踐

Abbas, Assad, Khan, Samee U., Zomaya, Albert Y.

  • 出版商: Wiley
  • 出版日期: 2020-04-21
  • 售價: $5,270
  • 貴賓價: 9.5$5,007
  • 語言: 英文
  • 頁數: 608
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1119551692
  • ISBN-13: 9781119551690
  • 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

Summarizes the current state and upcoming trends within the area of fog computing

Written by some of the leading experts in the field, Fog Computing: Theory and Practice focuses on the technological aspects of employing fog computing in various application domains, such as smart healthcare, industrial process control and improvement, smart cities, and virtual learning environments. In addition, the Machine-to-Machine (M2M) communication methods for fog computing environments are covered in depth.

Presented in two parts--Fog Computing Systems and Architectures, and Fog Computing Techniques and Application--this book covers such important topics as energy efficiency and Quality of Service (QoS) issues, reliability and fault tolerance, load balancing, and scheduling in fog computing systems. It also devotes special attention to emerging trends and the industry needs associated with utilizing the mobile edge computing, Internet of Things (IoT), resource and pricing estimation, and virtualization in the fog environments.

  • Includes chapters on deep learning, mobile edge computing, smart grid, and intelligent transportation systems beyond the theoretical and foundational concepts
  • Explores real-time traffic surveillance from video streams and interoperability of fog computing architectures
  • Presents the latest research on data quality in the IoT, privacy, security, and trust issues in fog computing

Fog Computing: Theory and Practice provides a platform for researchers, practitioners, and graduate students from computer science, computer engineering, and various other disciplines to gain a deep understanding of fog computing.

商品描述(中文翻譯)

總結了雲霧計算領域的現狀和未來趨勢

由該領域的一些領先專家撰寫的雲霧計算:理論與實踐專注於在各種應用領域中使用雲霧計算的技術方面,例如智慧醫療、工業過程控制與改進、智慧城市和虛擬學習環境。此外,書中深入探討了雲霧計算環境中的機器對機器(M2M)通信方法。

本書分為兩部分——雲霧計算系統與架構,以及雲霧計算技術與應用——涵蓋了能源效率和服務質量(QoS)問題、可靠性和容錯性、負載平衡以及雲霧計算系統中的排程等重要主題。它還特別關注與利用移動邊緣計算、物聯網(IoT)、資源與定價估算以及虛擬化在雲霧環境中相關的新興趨勢和行業需求。


  • 包括有關深度學習、移動邊緣計算、智慧電網和智能交通系統的章節,超越理論和基礎概念

  • 探索來自視頻流的實時交通監控和雲霧計算架構的互操作性

  • 呈現有關物聯網中數據質量、隱私、安全性和雲霧計算中的信任問題的最新研究

雲霧計算:理論與實踐為計算機科學、計算機工程及其他各個學科的研究人員、實務工作者和研究生提供了一個深入了解雲霧計算的平台。

作者簡介

Assad Abbas, PhD, is an Assistant Professor in the Department of Computer Science, COMSATS University Islamabad, Pakistan. He is a member of IEEE and IEEE-Eta Kappa Nu (IEEE-HKN).

Samee U. Khan, PhD, is the Walter B. Booth Endowed Professor at the North Dakota State University, Fargo, ND, USA, and is on the editorial boards of several leading journals.

Albert Y. Zomaya, PhD, is the Chair Professor of High Performance Computing & Networking in the School of Computer Science, The University of Sydney. He is also the Director of the Centre for Distributed and High Performance Computing.

作者簡介(中文翻譯)

阿薩德·阿巴斯 (Assad Abbas), 博士 是巴基斯坦伊斯蘭堡COMSATS大學計算機科學系的助理教授。他是IEEE及IEEE-Eta Kappa Nu (IEEE-HKN)的成員。

薩米·U·汗 (Samee U. Khan), 博士 是美國北達科他州法戈北達科他州立大學的沃爾特·B·布斯 (Walter B. Booth) 受贈教授,並且擔任多本領先期刊的編輯委員會成員。

阿爾伯特·Y·佐馬亞 (Albert Y. Zomaya), 博士 是悉尼大學計算機科學學院的高效能計算與網路講座教授。他也是分散式與高效能計算中心的主任。