Network Optimization in Intelligent Internet of Things Applications: Principles and Challenges
暫譯: 智能物聯網應用中的網路優化：原則與挑戰
Khurana Batra, Payal, Mehra, Pawan Singh, Tanwar, Sudeep
相關主題
商品描述
Network Optimization in Intelligent Internet of Things Applications: Principles and Challenges sheds light on the optimization methods that form the basis of effective communication between networked devices. It is an excellent resource as it provides readers with a thorough understanding of the methods, ideas, and tactics essential to attaining seamless connectivity and improving performance.
This book presents the fundamental ideas that govern network optimization, from maximizing throughput and lowering latency to handling a variety of communication protocols and minimizing energy use. It also addresses scalability issues, security flaws, and constantly changing IoT environments along with optimization techniques.
This book uses cutting-edge research and real-world examples to give readers the knowledge and skills to address the complex problems associated with network optimization in intelligent IoT applications. It also examines machine learning-driven predictive analytics, robust security protocols, flexible routing algorithms, and the integration of edge computing - all crucial instruments for overcoming obstacles and attaining peak performance.
This book provides a comprehensive understanding of the principles, challenges, and cutting-edge solutions in IoT network optimization for all kinds of readers, whether it is students, academicians, researchers, or industry professionals. This book unleashes the potential of networked smart devices, which can be unleashed in various sectors.
商品描述(中文翻譯)
《智能物聯網應用中的網路優化：原則與挑戰》闡明了構成網路設備之間有效通信基礎的優化方法。這本書是一本優秀的資源，因為它為讀者提供了對於實現無縫連接和提升性能所必需的方法、理念和策略的透徹理解。
本書介紹了支配網路優化的基本概念，從最大化吞吐量和降低延遲，到處理各種通信協議和最小化能量使用。它還探討了可擴展性問題、安全漏洞以及不斷變化的物聯網環境，並提供了優化技術。
本書利用前沿研究和實際案例，為讀者提供解決智能物聯網應用中網路優化相關複雜問題的知識和技能。它還探討了基於機器學習的預測分析、穩健的安全協議、靈活的路由算法以及邊緣計算的整合——這些都是克服障礙和實現最佳性能的關鍵工具。
本書為各類讀者提供了對物聯網網路優化的原則、挑戰和前沿解決方案的全面理解，無論是學生、學者、研究人員還是業界專業人士。這本書釋放了網路智能設備的潛力，這種潛力可以在各個領域中發揮。
作者簡介
Payal Khurana Batra is working as an Assistant Professor in the Department of Computer Science Engineering and Information Technology at Jaypee Institute of Information Technology. Noida, India. She received her B.Tech in Computer Science and Engineering from Kurukshetra University, Kurukshetra, India, in 2004 and her M.E in Information Technology Degree from Panjab University, Chandigarh, India in 2009. She received her PhD degree from Jaypee Institute of Information Technology, Noida, India, in 2017. She has more than ten years of teaching experience. She has patents to her name in the domain of IoT. She has several publications in international conferences and journals indexed in SCI and Scopus. She is an active researcher in WSNs, IoT, Soft Computing Techniques and Machine Learning.
Pawan Singh Mehra (Senior Member, IEEE) is an Assistant Professor at Delhi Technological University, New Delhi. He received his Ph.D. in Computer Engineering from Jamia Millia Islamia and M.Tech (Hons) in Computer Science and Engineering from the Center for Development of Advanced Computing(CDAC). He completed a Bachelor of Engineering from RJIT, Gwalior. He has approx. 14 years of Teaching and Research Experience. He has authored more than 50 publications in International journals and conferences indexed in SCIE, Scopus, ESCI, Web of Science. He is an active reviewer in International Journals indexed in IEEE/ACM Transactions, SCIE & Scopus. He has been awarded the Research Excellence Award in 2022, 2023 and 2024. He is a Senior Member of IEEE, ACM, Fellow of IETE and Life member of CSI and ISTE. He has published two books on the Internet of Things and edited a book for GATE. His research interests include Wireless Sensor Networks, Internet of Things, Quantum Computing and Cryptography, Blockchain, Cryptography and Network security, and Artificial Intelligence. Sudeep Tanwar (Senior Member, IEEE) is working as a Professor in the Computer Science and Engineering Department at the Institute of Technology, Nirma University, India. Dr Tanwar is a visiting Professor at Jan Wyzykowski University in Polkowice, Poland and the University of Pitesti in Pitesti, Romania. Dr Tanwar's research interests include blockchain technology, wireless sensor networks, fog computing, smart grids, and IoT. He has authored 2 books and edited 13 books and more than 200 technical papers, including top journals and top conferences, such as IEEE TNSE, TVT, TII, WCM, Networks, ICC, GLOBECOM, and INFOCOM. Dr Tanwar initiated the research field of blockchain technology adoption in various verticals in 2017. His h-index is 44. Dr Tanwar actively serves his research communities in multiple roles. He is currently serving in the editorial boards of Physical Communication, Computer Communications, International Journal of Communication System, and Security and Privacy. He has been awarded the best research papers from IEEE GLOBECOM 2018, IEEE ICC 2019, and Springer ICRIC-2019. He has served at many international conferences as a member of organizing committee, such as publication chair for FTNCT-2020, ICCIC 2020, WiMob 2019, member of advisory board for ICACCT-2021, ICACI 2020, workshop co-chair for CIS 2021, and general chair for IC4S 2019, 2020, ICCSDF 2020. Dr Tanwar is a final voting member for the IEEE ComSoc Tactile Internet Committee in 2020. He is a member of IEEE, CSI, IAENG, ISTE, CSTA, and the Technical Committee on Tactile Internet of IEEE Communication Society. He is leading the ST research lab, where group members are working on the latest cutting-edge technologies.作者簡介(中文翻譯)
**Payal Khurana Batra** 目前擔任印度諾伊達Jaypee資訊科技學院計算機科學工程與資訊技術系的助理教授。她於2004年在印度庫魯克舍特拉大學獲得計算機科學與工程的學士學位，並於2009年在印度昌迪加爾的旁遮普大學獲得資訊技術碩士學位。她於2017年在印度諾伊達的Jaypee資訊科技學院獲得博士學位。她擁有超過十年的教學經驗，並在物聯網（IoT）領域擁有多項專利。她在國際會議和期刊上發表了多篇論文，這些期刊均被SCI和Scopus索引。她是無線感測網路（WSNs）、物聯網、軟計算技術和機器學習的活躍研究者。
**Pawan Singh Mehra (Senior Member, IEEE)** 目前擔任新德里的德里科技大學的助理教授。他在Jamia Millia Islamia獲得計算機工程博士學位，並在先進計算發展中心（CDAC）獲得計算機科學與工程的榮譽碩士學位。他在RJIT（印度格瓦利奧）完成了工程學士學位。他擁有約14年的教學和研究經驗，並在國際期刊和會議上發表了超過50篇論文，這些期刊均被SCIE、Scopus、ESCI和Web of Science索引。他是IEEE/ACM Transactions、SCIE和Scopus索引的國際期刊的活躍審稿人。他在2022年、2023年和2024年獲得研究卓越獎。他是IEEE、ACM的高級會員，IETE的院士，以及CSI和ISTE的終身會員。他出版了兩本有關物聯網的書籍，並編輯了一本GATE的書籍。他的研究興趣包括無線感測網路、物聯網、量子計算和密碼學、區塊鏈、網路安全以及人工智慧。
**Sudeep Tanwar (Senior Member, IEEE)** 目前擔任印度Nirma大學計算機科學與工程系的教授。Tanwar博士是波蘭Polkowice的Jan Wyzykowski大學和羅馬尼亞Pitesti大學的訪問教授。Tanwar博士的研究興趣包括區塊鏈技術、無線感測網路、雲端計算、智慧電網和物聯網。他已出版2本書籍，編輯13本書籍，並發表了超過200篇技術論文，包括IEEE TNSE、TVT、TII、WCM、Networks、ICC、GLOBECOM和INFOCOM等頂級期刊和會議。Tanwar博士於2017年啟動了區塊鏈技術在各個領域應用的研究領域。他的h指數為44。Tanwar博士在多個角色中積極服務於他的研究社群。目前，他在《Physical Communication》、《Computer Communications》、《International Journal of Communication System》和《Security and Privacy》的編輯委員會中任職。他曾獲得IEEE GLOBECOM 2018、IEEE ICC 2019和Springer ICRIC-2019的最佳研究論文獎。他在許多國際會議中擔任組織委員會成員，例如FTNCT-2020的出版主席、ICCIC 2020、WiMob 2019的成員，以及ICACCT-2021、ICACI 2020的顧問委員會成員，CIS 2021的工作坊共同主席，以及IC4S 2019、2020和ICCSDF 2020的總主席。Tanwar博士是2020年IEEE ComSoc觸覺網際網路委員會的最終投票成員。他是IEEE、CSI、IAENG、ISTE、CSTA及IEEE通信學會觸覺網際網路技術委員會的成員。他領導ST研究實驗室，該實驗室的成員正在研究最新的尖端技術。
