Smart Generation Computing and Communication Networks
暫譯: 智慧世代計算與通信網絡

Shukla, Anand Kr, Singh, Parvinder, Sharma, Pooja

  • 出版商: Springer
  • 出版日期: 2025-10-31
  • 售價: $7,940
  • 貴賓價: 9.5$7,543
  • 語言: 英文
  • 頁數: 314
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3032067979
  • ISBN-13: 9783032067975
  • 相關分類: Edge computing
  • 海外代購書籍(需單獨結帳)

商品描述

This book refers to an innovative and comprehensive convergence of modern computing systems and intelligent communication networks with latest computing technologies, including edge computing, 5G/6G networks, Internet of Things (IoT), artificial intelligence (AI), machine learning (ML), and blockchain-driven communication systems, and also provides information about how advanced processors work with edge integration and parallel computing to deliver faster data analysis and how AI incorporates with ML for decision making, predicative analysis, and automation

This book approaches its subject by seamlessly integrating foundational principles with the latest advancements in smart computing What sets this work apart is its multidisciplinary perspective--blending computing, electronics, information theory, and real-time communications to address the challenges and opportunities of next-generation intelligent networks. Unlike traditional texts that treat computing and networking as separate disciplines, this book highlights their co-evolution and interdependence in the era of smart and autonomous systems.

The book spans on both theoretical concepts and practical applications. It covers essential topics such as smart routing algorithms, network virtualization, cognitive radio networks, cybersecurity in smart grids, sensor communication, cloud-edge cooperation, and sustainable energy-aware networking. It also includes case studies and research-based insights on deploying intelligent infrastructure for industries like healthcare, manufacturing, smart cities, and transportation.

In addition, the book delves into the role of distributed computing models, fog and mist computing layers, and real-time analytics in shaping responsive and adaptive communication networks. It provides detailed discussion on emerging paradigms like software-defined networking (SDN), network function virtualization (NFV), and their synergy with AI-driven orchestration for dynamic network management.

Designed for a broad audience, the book serves as a valuable resource for postgraduate students, academic researchers, and professionals working in computer science, electronics, telecommunications, and data engineering. It is also suitable for policymakers and system architects seeking to understand the technologies shaping Industry 4.0 and beyond.

商品描述(中文翻譯)

本書探討現代計算系統與智能通信網絡的創新與綜合,結合最新的計算技術,包括邊緣計算、5G/6G 網絡、物聯網 (IoT)、人工智慧 (AI)、機器學習 (ML) 以及區塊鏈驅動的通信系統,並提供有關先進處理器如何與邊緣整合和並行計算協同工作以實現更快數據分析的資訊,以及 AI 如何與 ML 結合以進行決策、預測分析和自動化。

本書通過無縫整合基礎原則與智能計算的最新進展來探討其主題。本書的獨特之處在於其多學科的視角——融合計算、電子學、信息理論和實時通信,以應對下一代智能網絡的挑戰和機遇。與傳統文本將計算和網絡視為獨立學科不同,本書強調它們在智能和自主系統時代的共同演進和相互依賴。

本書涵蓋理論概念和實際應用,涉及的主題包括智能路由算法、網絡虛擬化、認知無線網絡、智能電網中的網絡安全、傳感器通信、雲邊協作以及可持續能源感知網絡。它還包括案例研究和基於研究的見解,探討在醫療保健、製造業、智慧城市和交通運輸等行業中部署智能基礎設施的情況。

此外,本書深入探討分佈式計算模型、霧計算和雲計算層以及實時分析在塑造響應式和自適應通信網絡中的角色。它詳細討論了新興範式,如軟體定義網絡 (SDN)、網絡功能虛擬化 (NFV) 及其與 AI 驅動的編排在動態網絡管理中的協同作用。

本書旨在面向廣泛的讀者群,為研究生、學術研究人員以及從事計算機科學、電子學、電信和數據工程的專業人士提供寶貴的資源。它同樣適合希望了解塑造工業 4.0 及其後續發展的技術的政策制定者和系統架構師。