Encountering Mobile Data Dynamics in Heterogeneous Wireless Networks

Wang, Jie, Wang, Wenye, Wang, Xiaogang

Encountering Mobile Data Dynamics in Heterogeneous Wireless Networks
  • 出版商: Springer
  • 出版日期: 2024-07-13
  • 售價: $2,070
  • 貴賓價: 9.5 折 $1,967
  • 語言: 英文
  • 頁數: 175
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031629051
  • ISBN-13: 9783031629051
  • 相關分類: Wireless-networks

    • 海外代購書籍(需單獨結帳)

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商品描述

This book offers a systematic view of data services in heterogeneous wireless networks, from the perspectives of cause, governing rules, and impact of data's mobility on such networks. Specifically, it covers application requirements break-down, network modeling, performance analysis and evaluation by examining mobile data dynamics that are particularly important to data service provisioning. Additionally, application prospects such as information dissemination, fog computing, Internet-of-Things and dynamic spectrum access are discussed on the basis of these dynamics. Theoretic analysis, example illustrations, and algorithms are also presented to provide a concise coverage of this important area of networking.

Mobile data dynamics refers to the stochastic processes of information, geographical coverage and spectrum, which accompanies the movements of data across wireless networks. Owing to the challenge raised by a high level of network heterogeneity, and the innate requirement on scalability, knowledge on the evolution of mobile data dynamics is essential to the design and deployment of emerging data services and applications, such as Internet-of-Things, data/task offloading and edge-based machine learning/inference.

This book is designed for researchers and advanced-level students in the field of wireless networking and edge computing, who seek to understand the models and evolutions of mobile data dynamics for future edge applications. Practitioners, who specialize in the design, operation and maintenance of edge computing systems will also want to purchase this book as a reference.

商品描述(中文翻譯)

本書從異質無線網絡中的數據服務的原因、管理規則和數據在這些網絡中的流動對其影響的角度，提供了一個系統的觀點。具體而言，它涵蓋了應用需求的分解、網絡建模、性能分析和評估，通過檢查對數據服務提供特別重要的移動數據動態。此外，基於這些動態，還討論了信息傳播、雲計算、物聯網和動態頻譜訪問等應用前景。理論分析、示例說明和算法也被提供，以提供對這一重要的網絡領域的簡潔覆蓋。

移動數據動態指的是隨著數據在無線網絡中的移動而伴隨的信息、地理覆蓋和頻譜的隨機過程。由於高度異質網絡帶來的挑戰，以及對可擴展性的固有要求，了解移動數據動態的演變對於設計和部署新興數據服務和應用，如物聯網、數據/任務卸載和基於邊緣的機器學習/推理至關重要。

本書針對無線網絡和邊緣計算領域的研究人員和高級學生，旨在了解未來邊緣應用的移動數據動態模型和演變。專注於邊緣計算系統的設計、運營和維護的從業人員也會希望購買本書作為參考資料。

作者簡介

Jie Wang is an Assistant Professor with the School of Software Engineering, Tongji University, Shanghai, China. She received her Ph.D. in Computer Engineering from North Carolina State University at Raleigh, NC, 2019. Her current research interests include mobile/edge computing, federated learning, performance evaluation of networked systems (including wireless networks, IoT, cyber-physical systems, and social networks).

Wenye Wang received her Ph.D. degree in Computer Engineering from the Georgia Institute of Technology, Atlanta, GA, USA, 2002, respectively. She is a professor with the Department of Electrical and Computer Engineering, North Carolina State University, Raleigh, NC, USA. Her research interests include modeling, analysis, and performance evaluation of wireless and mobile networks, spectrum sensing and surveillance, RF sensing and applications to Internet of Things (IoT). Dr. Wang has been a member of ACM since 1998 and a member of the Eta Kappa Nu and Gamma Beta Phi honorary societies since 2001. She was the recipient of the NSF CAREER award 2006, and an IEEE Fellow of Class 2017.

Xiaogang (Cliff) Wang graduated from North Carolina State University with a Ph.D. degree in computer engineering in 1996. He is an adjunct faculty member of computer science in the College of Engineering at North Carolina State University. Dr. Wang has been carrying out research in the area of computer vision, medical imaging, high speed networks, and most recently information security.

作者簡介(中文翻譯)

Jie Wang是中國上海同濟大學軟件工程學院的助理教授。她於2019年在美國北卡羅來納州立大學獲得計算機工程博士學位。她目前的研究興趣包括移動/邊緣計算、聯邦學習以及網絡系統（包括無線網絡、物聯網、物理系統和社交網絡）的性能評估。

Wenye Wang分別於2002年在美國喬治亞理工學院獲得計算機工程博士學位。她是美國北卡羅來納州立大學電氣與計算機工程系的教授。她的研究興趣包括無線和移動網絡的建模、分析和性能評估、頻譜感知和監測、射頻感知以及應用於物聯網的技術。Wang博士自1998年起成為ACM的會員，並自2001年起成為Eta Kappa Nu和Gamma Beta Phi榮譽學會的會員。她於2006年獲得NSF CAREER獎，並於2017年成為IEEE Fellow。

Xiaogang (Cliff) Wang於1996年在美國北卡羅來納州立大學獲得計算機工程博士學位。他是北卡羅來納州立大學工程學院計算機科學系的兼職教師。Wang博士一直在計算機視覺、醫學影像、高速網絡以及最近的信息安全領域進行研究。

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