Big Data and Computational Intelligence in Networking
暫譯: 網絡中的大數據與計算智能
Wu, Yulei, Hu, Fei, Min, Geyong
- 出版商: CRC
- 出版日期: 2020-06-30
- 售價: $2,330
- 貴賓價: 9.5 折 $2,214
- 語言: 英文
- 頁數: 530
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367572443
- ISBN-13: 9780367572440
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相關分類:
大數據 Big-data
海外代購書籍(需單獨結帳)
商品描述
This book presents state-of-the-art solutions to the theoretical and practical challenges stemming from the leverage of big data and its computational intelligence in supporting smart network operation, management, and optimization. In particular, the technical focus covers the comprehensive understanding of network big data, efficient collection and management of network big data, distributed and scalable online analytics for network big data, and emerging applications of network big data for computational intelligence.
商品描述(中文翻譯)
本書提出了針對利用大數據及其計算智能在支持智慧網絡運營、管理和優化方面所面臨的理論和實踐挑戰的最先進解決方案。特別是，技術重點涵蓋了對網絡大數據的全面理解、網絡大數據的高效收集和管理、針對網絡大數據的分散式和可擴展的在線分析，以及網絡大數據在計算智能中的新興應用。
作者簡介
Dr. Yulei Wu is a Lecturer in Computer Science at the University of Exeter. He received his Ph.D. degree in Computing and Mathematics and B.Sc. (First Class Hons) degree in Computer Science from the University of Bradford, UK, in 2010 and 2006, respectively. His main research focuses on Big Data, Future Internet Architecture, Wireless Networks and Mobile Computing, Cloud Computing, and Performance Modelling and Analysis. Before joining the University of Exeter, he was working as an Associate Professor in the Chinese Academy of Sciences (CAS). During his stay in CAS, he mainly worked in the field of Internet Architecture and Big Data. He was the Principal Investigator of a National Natural Science Foundation of China (NFSC) project on Content Delivery Networks, and was the Co-Investigator of a National High-tech R&D ("863") project on Virtual Router, a National Key Technologies R&D project on IPv6, and a CAS Strategic Priority Research project on Future Internet Research Testbed.
Dr. Fei Hu is currently a professor in the Department of Electrical and Computer Engineering at the University of Alabama (main campus), Tuscaloosa, Alabama, USA. He obtained his Ph.D. degrees at Tongji University (Shanghai, China) in the field of Signal Processing (in 1999), and at Clarkson University (New York, USA) in the field of Electrical and Computer Engineering (in 2002). He has published over 200 journal/conference papers, books, and book chapters. Dr. Hu's research has been supported by U.S. National Science Foundation (NSF), U.S. Department of Defense (DoD), Cisco, Sprint, and other sources. He has chaired a few international conferences. His research interests are 3S - Security, Signals, Sensors: (1) Security: This is about how to overcome different cyber attacks in a complex wireless or wired network. Recently he focuses on cyber-physical system security and medical security issues. (2) Signals: This mainly refers to intelligent signal processing, that is, using machine learning algorithms to process sensing signals in a smart way in order to extract patterns (i.e., achieve pattern recognition). (3) Sensors: This includes micro-sensor design and wireless sensor networking issues.
作者簡介(中文翻譯)
吳宇雷博士是埃克塞特大學計算機科學的講師。他於2010年獲得英國布拉德福德大學計算與數學的博士學位，以及2006年計算機科學的一級榮譽學士學位。他的主要研究集中在大數據、未來網際網路架構、無線網絡和移動計算、雲計算以及性能建模與分析。在加入埃克塞特大學之前，他曾在中國科學院（CAS）擔任副教授。在中國科學院期間，他主要從事網際網路架構和大數據領域的研究。他是中國國家自然科學基金（NFSC）一個有關內容傳遞網絡的項目的首席研究員，並且是有關虛擬路由器的國家高科技研發（“863”）項目、IPv6的國家關鍵技術研發項目以及中國科學院未來網際網路研究測試平台的戰略優先研究項目的共同研究員。
胡飛博士目前是美國阿拉巴馬州塔斯卡盧薩的阿拉巴馬大學電氣與計算機工程系的教授。他在同濟大學（中國上海）獲得信號處理領域的博士學位（1999年），以及在克拉克森大學（美國紐約）獲得電氣與計算機工程領域的博士學位（2002年）。他已發表超過200篇期刊/會議論文、書籍和書章。胡博士的研究得到了美國國家科學基金會（NSF）、美國國防部（DoD）、思科、Sprint及其他來源的支持。他曾主持幾個國際會議。他的研究興趣包括3S - 安全、信號、傳感器：(1) 安全：這是關於如何在複雜的無線或有線網絡中克服不同的網絡攻擊。最近，他專注於網絡物理系統安全和醫療安全問題。(2) 信號：這主要指智能信號處理，即使用機器學習算法以智能方式處理感測信號，以提取模式（即實現模式識別）。(3) 傳感器：這包括微型傳感器設計和無線傳感器網絡問題。
