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Swarm Intelligence: Theory and Applications in Fog Computing, Beyond 5G Networks, and Information Security by V. Dinesh Reddy (Hardback)
This book offers a comprehensive overview of the theory and practical applications of swarm intelligence in fog computing, beyond 5G networks, and information security. The introduction section provides a background on swarm intelligence and its applications in real-world scenarios. The subsequent chapters focus on the practical applications of swarm intelligence in fog-edge computing, beyond 5G networks, and information security. The book explores various techniques such as computation offloading, task scheduling, resource allocation, spectrum management, radio resource management, wireless caching, joint resource optimization, energy management, path planning, UAV placement, and intelligent routing. Additionally, the book discusses the applications of swarm intelligence in optimizing parameters for information transmission, data encryption, and secure transmission in edge networks, multi-cloud systems, and 6G networks. The book is suitable for researchers, academics, and professionals interested in swarm intelligence and its applications in fog computing, beyond 5G networks, and information security. The book concludes by summarizing the key takeaways from each chapter and highlighting future research directions in these areas.
About the Author: V. Dinesh Reddy has done post-doctoral research at the University of Stuttgart, Germany. He has a PhD from the University of Hyderabad, and is an assistant professor at SRM University, AP, India. He has about 10 years of experience in academia and industrial research in product-oriented companies as an AI consultant for reputed global firms. He has 2 US patents, 2 Indian patents and an impressive record of publications in SCI indexed journals. He has a deep working knowledge of machine learning approaches and optimization algorithms such as particle swarm optimization, genetic algorithms, ant colony, memetic algorithms, etc. He has expertise in the areas of cloud computing, and is well versed with development details of cloud and fog simulators- CloudSim, iFogsim etc. He has worked as a reviewer of several reputed journals. His research interests lie in Cloud/ Edge/Service Oriented Computing and Quantum computing.Md. Muzakkir Hussain is an Assistant Professor in the Department of Computer Science and Engineering at SRM University, AP India. He completed his Masters in Computer Engineering from Aligarh Muslim University in 2015 and obtained a PhD degree from the same university in 2020. With over 30 peer-reviewed articles, he has made significant contributions in the field of Artificial Intelligence, Blockchain, IoT/IoV, and Cloud-Fog Computing.Dr Hussain is an active reviewer of several reputed journals, including IEEE Transaction on Cloud Computing, IEEE Transaction on Transportation and Electrification, IEEE Access, and Transactions on Emerging Telecommunications Technologies. He has also served as a Technical Program Committee member for IEEE UPCON-2019 and is currently an Editorial Review Member for the International Journal of Digital Crime and Forensics. Dr. Hussain has also worked as an editor for the Journal of Data Mining and Bioinformatics. With his extensive knowledge and experience in the field of Computer Science, he has made significant contributions to research and academia.Priyanka Singh is serving as an Associate professor in the department of Computer Science and Engineering, SRM University - AP, India. She has earned a PhD degree from IIT Dhanbad. Her research interests include Digital Image Processing, Digital Image Watermarking, Image Forensics, IoT, Artificial Intelligence and Machine Learning. She has published 75+ research articles in reputed journals and conferences. She has 1 patent granted and published 11 patents. She has been guest editor to special issues in reputed journals Computer Methods and Program in Biomedicine journal, and Entropy. She has served as reviewer for reputed journals (IEEE Transaction on image processing, IEEE Internet of Things Journal, IEEE Access, journals Computer Methods and Program in Biomedicine journal, ensors, MethodsX, Expert Systems with Applications, Journal of Electrical System, and etc.). She has contributed to international conferences as session chair, committee member and reviewer.
Number of pages | 258 |
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