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Edge Intelligence and Analytics for Internet of Things

的圖書
Edge Intelligence and Analytics for Internet of Things Edge Intelligence and Analytics for Internet of Things

出版社:CRC Press
出版日期:2025-09-29
語言:英文   規格:精裝 / 328頁 / 普通級/ 初版
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圖書名稱:Edge Intelligence and Analytics for Internet of Things

內容簡介

In this book, we will provide an overview of the fundamental concepts of Edge Computing, Edge intelligence using advanced machine and deep learning models, architecture of Edge computing based IoT system, and edge computing based cyber threat intelligence solutions for IoT systems.

 

作者簡介

Govind P. Gupta is currently working as an Associate Professor in the Dept. of IT, National Institute of Technology Raipur, India. He has received his PhD in computer science and engineering from the Indian Institute of Technology, Roorkee, India. He has more than 15 years of teaching and research experience. He has made practical and theoretical contributions in big data processing and analytics, Wireless Sensor Network (WSN), Internet of Things (IoT), and cyber security domains, and his research has a significant impact on big data analytics, WSN, IoT, information, and network security against cyberattacks. He has published more than 150 research papers in reputed peer-reviewed journals and conferences of international reputes. He has received several R&D projects from prestigious funding organizations such as SERB (MATRIX), SERB(CRG) and C3iHub (IIT Kanpur). He is an active reviewer of various journals such as IEEE Internet of Things, IEEE Sensors Journal, IEEE Transactions on Green Communications, Elsevier Computer Networks, Ad-Hoc Networks, Computer Communications, and Springer Wireless Networks. His current research interests include IoT, IoT security, Edge Intelligence, network security, big IoT data analytics, blockchain-based application development for IoT, and enterprise blockchain. Dr. Gupta was recently included in the Global Alper-Doger (AD) Scientific Index 2024 list. He was also included in the 2024, 2023, 2022, and 2021 Stanford University lists of "Worlds Top 2%" scientists. He is a professional member of the IEEE and ACM.

Prof. Brij B. Gupta is working as Director of International Center for AI and Cyber Security Research and Innovations, and Distinguished Professor with the Department of Computer Science and Information Engineering (CSIE), Asia University, Taiwan. In more than 20 years of his professional experience, he published over 600 papers in journals/conferences including 35 books and 12 Patents with over 35,000 citations. He has received numerous national and international awards including Canadian Commonwealth Scholarship (2009), Faculty Research Fellowship Award (2017), MeitY, GoI, IEEE GCCE outstanding and WIE paper awards and Best Faculty Award (2018 & 2019), respectively. Prof. Gupta was selected for Clarivate Web of Science Highly Cited Researchers in Computer Science (top 0.1% researchers in the world) consecutively in 2022 and 2023. He was also selected in Stanford University’s ranking of the world’s top 2% scientists consecutively from 2019 to 2024. He is also a visiting/adjunct professor with several universities worldwide. Additionally, he is an IEEE Senior Member (2017) and was also selected as 2021 Distinguished Lecturer in IEEE CTSoc. Prof. Gupta was also a member of the Board of Governors, IEEE Consumer Technology Society (2022-2024). Prof. Gupta also leads IJSWIS, IJSSCI, and IJCAC as Editor-in-Chief. He also now serves as lead editor of a book series with CRC and IET press. He has been TPC member in more than 150 international conferences, and has been Associate/Guest Editor of various journals and publications. His research interests include information security, cyber physical systems, cloud computing, blockchain technologies, intrusion detection, AI, social media and networking.

Kumkum Garg obtained her bachelor of engineering (BE) and master of engineering (ME) from IIT Roorkee, India, and PhD from Imperial College of Science and Technology, University of London, UK. Her research interests are in computer networks, mobile computing, and AI. She has taught at the prestigious IIT Roorkee for 35 years. She has served as director at Manipal University and as the Dean, Faculty of Informatics, Photonics, and Robotics at Bhartiya Skill Development University, Jaipur, India. Currently, she is Honorary Professor at The North Cap University, Gurugram, India. She was awarded the Apple Distinguished Educator (ADE) and the Institution of Engineers (I) award. She has a patent for her work on mobile agent development, from the Government of India. She has also authored a book titled Mobile Computing--Theory & Practice, published by Pearson Education. Dr. Garg is Senior Member of IEEE, Fellow of Institution of Engineers (I), and Life Member of various professional societies. She has more than 47 years of experience in teaching and research and has over 135 research papers/publications in international and national journals and conferences.

Kwok Tai Chui received a BE in electronic and communication engineering with a business intelligence minor and PhD in electronic engineering from City University of Hong Kong. He has industry experience as a senior data scientist in an IoT company. He is with the Department of Technology, School of Science and Technology, at Hong Kong Metropolitan University as an assistant professor. He has more than 90 research publications, including edited books, book chapters, journal papers, and conference papers. He has served in various editorial positions in ESCI/SCIE-listed journals, including managing editor of the International Journal on Semantic Web and Information Systems, topic editor of Sensors, and associate editor of the International Journal of Energy Optimization and Engineering. His research interests include computational intelligence, data science, energy monitoring and management, intelligent transportation, smart metering, healthcare, machine learning algorithms, and optimization.

 

詳細資料

  • ISBN:9781032823492
  • 規格:精裝 / 328頁 / 普通級 / 初版
  • 出版地:美國
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