Information Centric Networks (Icn): Architecture & Current Trends
暫譯: 資訊中心網路 (ICN):架構與當前趨勢
Dutta, Nitul, Sarma, Hiren Kumar Deva, Jadeja, Rajendrasinh
- 出版商: Springer
- 出版日期: 2021-08-28
- 售價: $7,920
- 貴賓價: 9.5 折 $7,524
- 語言: 英文
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 303046735X
- ISBN-13: 9783030467357
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商品描述
This book discusses Information Centric Networks (ICN), particularly various architectures, issues and challenges in the new networking paradigm. This book begins with an introduction to the concept of ICN and its origin, along with the reason behind this interesting innovation. Different architectures proposed in support of implementing the ICN are also discussed in detail. Challenges of ICN implementation are enlisted such as caching, naming, routing, and security, and each of these challenges with recent developments are covered in this book. Moreover, integration of current trends in communication and computing, including software defined networking and machine learning approaches are introduced in this book.
This book includes three unique chapters in the field of ICN research. The first is the SDN framework for implementing ICN by decoupling data and control plan. The machine learning models for predicting future trends in network traffic and other management activities is another important chapter. This chapter includes the possibilities of using machine learning models for trend prediction to help network administrators and service providers to take care of unexpected sudden change in traffic pattern and user behaviour. The third most vital chapter is the security issues in ICN. This chapter includes various facts that influences the security of ICN. Issues involved in naming, caching and routing are discussed separately, along with a few recent works in these areas. Various types of attacks in ICN are also part of the discussion.
Researchers working in this field of Named Data Networks and Information Centric Networks or Content Centric Networks will find this book useful as a reference. The content of this book is also suitable for undergraduate and graduate-level students in computer science and electrical engineering as supporting study material.
商品描述(中文翻譯)
本書討論了以資訊為中心的網路(Information Centric Networks, ICN),特別是這一新網路範式中的各種架構、問題和挑戰。本書首先介紹了ICN的概念及其起源,並探討了這一有趣創新背後的原因。針對支持ICN實施的不同架構,本書也進行了詳細討論。ICN實施中的挑戰包括快取、命名、路由和安全性,這些挑戰及其最新發展在本書中都有所涵蓋。此外,本書還介紹了當前通訊和計算的趨勢整合,包括軟體定義網路(software defined networking)和機器學習(machine learning)方法。
本書包含三個在ICN研究領域獨特的章節。第一章是針對ICN實施的SDN框架,通過解耦數據和控制平面來實現。第二章則是關於預測網路流量和其他管理活動未來趨勢的機器學習模型。這一章節探討了使用機器學習模型進行趨勢預測的可能性,以幫助網路管理員和服務提供者應對流量模式和用戶行為的突發變化。第三個最重要的章節是ICN中的安全問題。這一章節包括影響ICN安全性的各種事實,並分別討論了命名、快取和路由中涉及的問題,以及這些領域的一些最新研究成果。ICN中的各種攻擊類型也在討論之列。
在命名數據網路(Named Data Networks)和以資訊為中心的網路或內容為中心的網路(Content Centric Networks)領域工作的研究人員將會發現本書作為參考資料非常有用。本書的內容也適合計算機科學和電機工程的本科生和研究生作為輔助學習材料。
作者簡介
Nitul Dutta is currently working as a Professor in the Computer Engineering department at Marwadi Unniversity, Rajkot, Gujarat. He received his B.E. degree in Computer Science and Engineering from Jorhat Engineering College, Assam (1995) and M. Tech. degree in Information Technology from Tezpur University Assam (2002). He completed his Ph.D. (Engineering) degree in the field of Computer Networking from Jadavpur University, West Bengal (2013). He also worked as a Post-Doctoral Fellow (PDF) at Jan Wyzykowski University, Polkowice, Poland, during the period 2017-2018. His current research interests are computer networks, mobility management in IPv6 based networks, cognitive radio and information centric networks. He has published four books in Springer book series and several journal papers in the area of computer networking. He is a senior member of IEEE and vice-chair of IEEE CIS Gujarat section.
Hiren Kumar Deva Sarma is currently Professor in the Department of Information Technology, Sikkim Manipal Institute of Technology, Sikkim. He received B.E. degree in Mechanical Engineering from Assam Engineering College in 1998. He completed Master of Technology in Information Technology from Tezpur University in 2000. He received Ph.D. degree from Jadavpur University (Department of Computer Science and Engineering) in 2013. He is a recipient of Young Scientist Award from the International Union of Radio Science (URSI) awarded in the XVIII General Assembly 2005, held at New Delhi, India. Dr. Sarma received IEEE Early Adopter Award in the year 2014. He has published more than seventy research papers in different International Journals, referred International and National Conferences of repute. His current research interests are wireless sensor networks, mobility management in IPv6 based network, cognitive radio networks, ICN, network security, robotics, distributed computing and big data analytics.
Rajendrasinh Jadeja is working as a Dean at the Faculty of Engineering, Marwadi University - Gujarat, India. He is undergoing Post-Doctoral Fellow (PDF) at Jan Wyzykowski University, Polkowice, Poland. He completed his B.E. in Electrical Engineering from L. D. College of Engineering (Gujarat University) in 1998, M.Tech in Electrical Engineering from Nirma University and a PhD from the M S University, Baroda. He has been awarded the title "ING.PAED.IGIP" in 2020 and also a Senior Member of IEEE. He is working as a Treasurer of IEEE India Council and also worked as a Chair of IEEE Gujarat Section during the Year 2017-2018.The areas of Research and Interest include control of power electronic converters, AC drives, Pulse Width Modulated power electronic converters and Power Quality Issues and its mitigation techniques. Various projects have been undertaken and have completed a project funded by GUJCOST (Gujarat Council on Science & Technology) and he is working on a project making "Deep Learning and AI skills" mainstream in India to fulfil trilateral needs of entrepreneurship, Industry-academia partnership and application-inspired Engineering Research. He actively participates and initiates ERASMUS+ for staff mobility and has also completed such a program for teaching between partner countries.
Krishna Delvadia, currently working as an Assistant Professor in Information Technology department of Chhotubhai Gopalbhai Patel Institute of Technology, Uka Tarsadia University, Bardoli, Gujarat, India. She completed her B.E degree in Information Technology from Marwadi Education Foundation Group of Institutions, Gujarat, India. She received her M.E degree in computer engineering from Marwadi Education Foundation Group of Institutions, Gujarat, India and She is currently pursuing a PhD in the field of Information Centric Networks from Marwadi University, Gujarat, India. Her current area of research includes Mobile Adhoc networks, Wireless Networks, Internet of Things and Distributed Computing and Information centric Networks.
Gheorghita Ghinea is a Professor in the Computer Science Department at Brunel University, United Kingdom. He received the B.Sc. and B.Sc. (Hons) degrees in Computer Science and Mathematics, in 1993 and 1994, respectively, and the M.Sc. degree in Computer Science, in 1996, from the University of the Witwatersrand, Johannesburg, South Africa; he then received the Ph.D. degree in Computer Science from the University of Reading, United Kingdom, in 2000. His work focuses on building adaptable cross-layer end-to-end communication systems incorporating user perceptual requirements. His work has been funded by both national and international funding bodies - all of it being collaborative work with other teams and stakeholders he has been privileged to be involved with. He has been honoured to supervise 24 PhD students to completion and to have published over 300 high-quality research articles with them and other research collaborators. He is a member of the IEEE and the British Computer Society.
作者簡介(中文翻譯)
Nitul Dutta 目前在印度古吉拉特邦的 Marwadi 大學計算機工程系擔任教授。他於 1995 年在阿薩姆的 Jorhat 工程學院獲得計算機科學與工程的學士學位,並於 2002 年在阿薩姆的 Tezpur 大學獲得資訊科技的碩士學位。他於 2013 年在西孟加拉的 Jadavpur 大學完成計算機網路領域的博士學位。他還於 2017 至 2018 年期間在波蘭 Polkowice 的 Jan Wyzykowski 大學擔任博士後研究員(PDF)。他目前的研究興趣包括計算機網路、基於 IPv6 的網路移動管理、認知無線電和以資訊為中心的網路。他在 Springer 書系中出版了四本書,並在計算機網路領域發表了多篇期刊論文。他是 IEEE 的資深會員,並擔任 IEEE CIS 古吉拉特分會的副主席。
Hiren Kumar Deva Sarma 目前是西藏 Sikkim Manipal 科技學院資訊科技系的教授。他於 1998 年在阿薩姆工程學院獲得機械工程的學士學位,並於 2000 年在 Tezpur 大學獲得資訊科技的碩士學位。他於 2013 年在 Jadavpur 大學(計算機科學與工程系)獲得博士學位。他是國際無線科學聯合會(URSI)在 2005 年新德里舉行的第十八屆大會上頒發的青年科學家獎的獲得者。Sarma 博士於 2014 年獲得 IEEE 早期採用者獎。他在不同的國際期刊和知名的國際及國內會議上發表了超過七十篇研究論文。他目前的研究興趣包括無線感測器網路、基於 IPv6 的網路移動管理、認知無線電網路、以資訊為中心的網路、網路安全、機器人技術、分散式計算和大數據分析。
Rajendrasinh Jadeja 目前在印度古吉拉特邦的 Marwadi 大學工程學院擔任院長。他正在波蘭 Polkowice 的 Jan Wyzykowski 大學進行博士後研究(PDF)。他於 1998 年在 L. D. 工程學院(古吉拉特大學)獲得電氣工程的學士學位,並在 Nirma 大學獲得電氣工程的碩士學位,隨後在 M S 大學(巴羅達)獲得博士學位。他於 2020 年獲得 "ING.PAED.IGIP" 的稱號,並且是 IEEE 的資深會員。他擔任 IEEE 印度委員會的財務主管,並在 2017 至 2018 年期間擔任 IEEE 古吉拉特分會的主席。他的研究和興趣領域包括電力電子轉換器的控制、交流驅動、脈衝寬度調變電力電子轉換器以及電力質量問題及其緩解技術。他已經承接了多個項目,並完成了一個由 GUJCOST(古吉拉特科學與技術委員會)資助的項目,並正在進行一個旨在使 "深度學習和人工智慧技能" 在印度主流化的項目,以滿足創業、產業與學術合作及應用驅動的工程研究的三方需求。他積極參與並發起 ERASMUS+ 的員工流動計畫,並已完成了夥伴國家之間的教學計畫。
Krishna Delvadia 目前在印度古吉拉特邦 Uka Tarsadia 大學的 Chhotubhai Gopalbhai Patel 科技學院資訊科技系擔任助理教授。她在印度古吉拉特的 Marwadi 教育基金會機構獲得資訊科技的學士學位,並在同一機構獲得計算機工程的碩士學位,目前正在 Marwadi 大學攻讀以資訊為中心的網路領域的博士學位。她目前的研究領域包括移動自組網、無線網路、物聯網、分散式計算和以資訊為中心的網路。
Gheorghita Ghinea 是英國布魯內爾大學計算機科學系的教授。他於 1993 年和 1994 年分別獲得計算機科學和數學的學士學位(B.Sc. 和 B.Sc. (Hons)),並於 1996 年獲得計算機科學的碩士學位(M.Sc.),均來自南非約翰內斯堡的威特沃特斯蘭大學;他於 2000 年在英國雷丁大學獲得計算機科學的博士學位。他的研究專注於構建可適應的跨層端到端通信系統,並納入用戶的感知需求。他的工作得到了國內和國際資助機構的資助,所有工作均為與其他團隊和利益相關者的合作。他有幸指導了 24 名博士生完成學業,並與他們及其他研究合作者共同發表了超過 300 篇高質量的研究文章。他是 IEEE 和英國計算機學會的成員。