Fog and Edge Computing: Principles and Paradigms (Hardcover)
暫譯: 雲端與邊緣運算:原則與範式 (精裝版)
- 出版商: Wiley
- 出版日期: 2019-01-30
- 售價: $1,680
- 貴賓價: 9.8 折 $1,646
- 語言: 英文
- 頁數: 480
- 裝訂: Hardcover
- ISBN: 1119524989
- ISBN-13: 9781119524984
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相關分類:
DeepLearning
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相關翻譯:
霧計算與邊緣計算:原理及範式 (簡中版)
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相關主題
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)
全面指南:霧計算與邊緣計算的應用、架構與技術
近年來,物聯網(IoT)經歷了爆炸性的增長:這是一個互聯網連接的設備網絡,涵蓋了從個人電子產品和家用電器到汽車和工業機械的所有設備。為了應對物聯網日益增加的帶寬需求,霧計算和邊緣計算的概念已經發展出來,以比傳統雲架構更有效地收集、分析和處理數據。
霧計算與邊緣計算:原則與範式提供了當前最先進的應用和架構的全面概述,推動了這一動態計算領域的發展,同時突顯了潛在的研究方向和新興技術。
本書探討了如開發可擴展架構、從封閉系統轉向開放系統以及數據感知所引發的倫理問題等主題,針對霧計算和邊緣計算所帶來的挑戰與機遇進行了深入探討。來自領先物聯網專家的貢獻討論了邊緣資源的聯邦化、中介軟體設計問題、數據管理與預測分析、智慧交通與監控應用等內容。主題的協調與整合呈現幫助讀者深入了解霧計算與邊緣計算的基礎、應用及相關問題。這本寶貴的資源:
- 提供從當前以雲為中心的4G/5G無線環境過渡到霧計算的見解
- 檢視優化虛擬化、池化和共享資源的方法
- 識別潛在的技術挑戰並提供可能解決方案的建議
- 討論霧計算與邊緣計算架構的主要組件,如中介軟體、互動協議和自動管理
- 包括訪問網站門戶以獲取進階的在線資源
霧計算與邊緣計算:原則與範式是系統架構師、開發人員、研究人員以及計算機科學和工程領域的高年級本科生和研究生的重要資訊來源。