Artificial Intelligence for Cloud and Edge Computing
Springer International Publishing (Verlag)
978-3-030-80820-4 (ISBN)
This book discusses the future possibilities of AI with cloud computing and edge computing. The main goal of this book is to conduct analyses, implementation and discussion of many tools (of artificial intelligence, machine learning and deep learning and cloud computing, fog computing, and edge computing including concepts of cyber security) for understanding integration of these technologies. With this book, readers can quickly get an overview of these emerging topics and get many ideas of the future of AI with cloud, edge, and in many other areas. Topics include machine and deep learning techniques for Internet of Things based cloud systems; security, privacy and trust issues in AI based cloud and IoT based cloud systems; AI for smart data storage in cloud-based IoT; blockchain based solutions for AI based cloud and IoT based cloud systems.This book is relevent to researchers, academics, students, and professionals.
Sanjay Misra is full Professor of Computer Engineering at Covenant University (400-500 ranked University by THE) Ota, Nigeria. He has 25 years of wide experience in academic administration and research in various universities in Asia, Europe, and Africa. He is PhD. in Information and Know. Engg (Software Engineering) from the University of Alcala, Spain and M.Tech.(Software Engineering) from Motilal Nehru National Institute of Technology, India. He is editor in chief of International Journal of Human Capital and Information Technology Professionals (IJHCITP)-IGI Global, a book series IT Personnel and Project Management, and of 3 journals (IJ). He edited (with colleagues) 42 LNCS, 6 IEEE proceedings, several books (Springer, IGI), and editor in various SCIE journals. He As of today (15.03.2020)- As per SciVal(SCOPUS- Elsevier) analysis)- He is the most productive researcher (no. 1-) in whole Nigeria during 2012-2017, 2013-2018 and 2014-2019(in all subjects), in computer science no 1 in the whole country and no 4 in the whole continent. Total around 400 articles (SCOPUS/Web of Science) with 200 coauthors around the world (-90 in JCR/SCIE Journals) in the core & application area of Software Engg (SQA, SPI, SPM), Web engg, Health Informatics, Intelligent systems etc. He has delivered more than 80 keynote speeches/invited talks/public lectures in reputed conferences and institutes around the world (travelled around 60 countries). He got several awards for outstanding publications (2014 IET Software Premium Award (UK)), and from TUBITAK-Turkish Higher Education, and Atilim University).
Amit Kumar Tyagi is Assistant Professor (Senior Grade), and Senior Researcher at Vellore Institute of Technology (VIT), Chennai Campus, India. His current research focuses on Machine Learning with Big data, Blockchain Technology, Data Science, Cyber Physical Systems, Smart & Secure Computing and Privacy. He has contributed to several projects such as "AARIN" and "P3-Block" to address some of the open issues related to the privacy breaches in Vehicular Applications (such as Parking) and Medical Cyber Physical Systems. He received his Ph.D. Degree from Pondicherry Central University, India. He is a member of the IEEE.
Vincenzo Piuri has received his Ph.D. in computer engineering at Politecnico di Milano, Italy (1989). He is Full Professor in computer engineering at the Università degli Studi di Milano, Italy (since 2000). He has been Associate Professor at Politecnico di Milano, Italy and Visiting Professor at the University of Texas at Austin and at George Mason University, USA. His main research interests are: artificial intelligence, computational intelligence, intelligent systems, machine learning, pattern analysis and recognition, signal and image processing, biometrics, intelligent measurement systems, industrial applications, digital processing architectures, fault tolerance, dependability, and cloud computing infrastructures. Original results have been published in more than 400 papers in international journals, proceedings of international conferences, books, and book chapters. He is Fellow of the IEEE, Distinguished Scientist of ACM, and Senior Member of INNS. He is President of the IEEE Systems Council (2020-21), and has been IEEE Vice President for Technical Activities (2015), IEEE Director, President of the IEEE Computational Intelligence Society, Vice President for Education of the IEEE Biometrics Council, Vice President for Publications of the IEEE Instrumentation and Measurement Society and the IEEE Systems Council, and Vice President for Membership of the IEEE Computational Intelligence Society. He is Editor-in-Chief of the IEEE Systems Journal (2013-19), and Associate Editor of the IEEE Transactions on Cloud Computing, and has been Associate Editor of the IEEE Transactions on Computers, the IEEE Transactions on Neural Networks, the IEEE Transactions on Instrumentation and Measurement, a
Introduction.- Introduction about Artificial Intelligence (AI) and Cloud, Fog and Edge Computing.- Internet of Things based Cloud Architecture and Its Applications.- Big Data Analytics of Internet of Things based Cloud Systems.- Machine and Deep Learning Techniques for Internet of Things based Cloud Systems.- Computer Vision: Visualizing the Smart Era with Artificial Intelligence.- Security, Privacy and Trust issues in AI Based Cloud and IoT based Cloud Systems.- AI for Smart data storage in Cloud-based Internet of Things.- Blockchain Based Solutions for AI Based Cloud and IoT based Cloud Systems.- Security and information assurance for Big Data.- Content delivery networks, or schemes using AI on stored at clouds.- Trustworthy Machine Learning for IoT-based Cloud systems.- Authentication and Control: Detecting Cyber Attacks on Cloud Using AI.- Security Management and Security Operations using Artificial Intelligence for Cloud.- Digital Trust and Reputation using Artificial Intelligencefor Cloud.- Improving Information Security and Awareness in Society 5.0 and Industry 4.0 using AI.- Open Challenges and New Horizons for IoTs based Cloud Applications and AI based Cloud Applications.- Artificial Intelligence: Hope for future or Hype by Intellectuals.- Real World's Case Studies.- Conclusion.
| Erscheinungsdatum | 18.01.2022 |
|---|---|
| Reihe/Serie | Internet of Things |
| Zusatzinfo | XIV, 350 p. 113 illus., 75 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 703 g |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Schlagworte | Artificial Intelligence • Cloud Computing • cyber security • edge computing • Opportunities and Challenges in Industry 4.0 • Opportunities in Society 5.0 |
| ISBN-10 | 3-030-80820-3 / 3030808203 |
| ISBN-13 | 978-3-030-80820-4 / 9783030808204 |
| Zustand | Neuware |
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