Network Optimization in Intelligent Internet of Things Applications: Principles and Challenges
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)
《智慧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達成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源使用。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，為讀者提供解決智慧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達成最佳性能的關鍵工具。
這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慧設備的潛力，這種潛力可以在各個領域中發揮作用。
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 擔任印度諾伊達 Jaypee Institute of Information Technology 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 Institute of Information Technology 獲得博士學位。她擁有超過十年的教學經驗，並在物聯網領域擁有多項專利。她在國際會議和 SCI、Scopus 索引的期刊上發表了多篇論文。她是無線感測網路（WSNs）、物聯網（IoT）、軟計算技術和機器學習的活躍研究者。
Pawan Singh Mehra（IEEE 高級會員）是新德里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 獲得工程學士學位。他擁有約 14 年的教學和研究經驗，並在 SCIE、Scopus、ESCI 和 Web of Science 索引的國際期刊和會議上發表了超過 50 篇論文。他是 IEEE/ACM Transactions、SCIE 和 Scopus 索引的國際期刊的活躍審稿人。他在 2022、2023 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、網路安全和人工智慧。
Sudeep Tanwar（IEEE 高級會員）在印度 Nirma University 的計算機科學與工程系擔任教授。Tanwar 博士是波蘭 Polkowice 的 Jan Wyzykowski University 和羅馬尼亞 Pitesti 的 University of Pitesti 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。他出版了 2 本書籍，編輯了 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 等頂尖期刊和會議。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-index 為 44。Tanwar 博士在多個角色中積極服務於他的研究社群，目前擔任 Physical Communication、Computer Communications、International Journal of Communication System 和 Security and Privacy 的編輯委員會成員。他在 IEEE GLOBECOM 2018、IEEE ICC 2019 和 Springer ICRIC-2019 獲得最佳研究論文獎。他曾在多個國際會議中擔任組織委員會成員，如 FTNCT-2020 的出版主席、ICCIC 2020、WiMob 2019 的成員，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 Tactile Internet Committee 的最終投票成員。他是 IEEE、CSI、IAENG、ISTE、CSTA 和 IEEE Communication Society 的 Tactile Internet 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。
