Big Data Analytics for Cyber-Physical Systems
  • Author : Guido Dartmann
  • Release Date : 15 July 2019
  • Publisher : Elsevier
  • Genre : Law
  • Pages : 396
  • ISBN 13 : 9780128166468

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Book excerpt: Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the extracted data of those systems. Each chapter provides the reader with a broad list of data analytics and machine learning methods for multiple IoT applications. Additionally, this volume addresses the educational transfer needed to incorporate these technologies into our society by examining new platforms for IoT in schools, new courses and concepts for universities and adult education on IoT and data science. . Bridges the gap between IoT, CPS, and mathematical modelling. Features numerous use cases that discuss how concepts are applied in different domains and applications. Provides "best practices", "winning stories" and "real-world examples" to complement innovation. Includes highlights of mathematical foundations of signal processing and machine learning in CPS and IoT.

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems

Author : Guido Dartmann,Houbing Song,Anke Schmeink
Publisher : Elsevier
Genre : Law
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Big Data Analytics in Cyber-Physical Systems: Machine Learning for the Internet of Things examines sensor signal processing, IoT gateways, optimization and decision-making, intelligent mobility, and implementation of machine learning algorithms in embedded systems. This book focuses on the interaction between IoT technology and the mathematical tools used to evaluate the ...

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems

Author : Shiyan Hu,Bei Yu
Publisher : Springer Nature
Genre : Computers
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This book highlights research and survey articles dedicated to big data techniques for cyber-physical system (CPS), which addresses the close interactions and feedback controls between cyber components and physical components. The book first discusses some fundamental big data problems and solutions in large scale distributed CPSs. The book then addresses ...

Big Data Analytics for Cyber Physical Systems

Big Data Analytics for Cyber Physical Systems

Author : Guido Dartmann,Houbing Song,Anke Schmeink
Publisher : Elsevier
Genre : Law
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Cyber-physical systems (CPS) and the Internet of Things (IoT) are rapidly developing technologies that are transforming our society. The disruptive transformation of the economy and society is expected due to the data collected by these systems, rather than the technological aspects of such as networks, embedded systems, and cloud technology. ...

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City

Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
Publisher : Springer Nature
Genre : Technology & Engineering
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This book gathers a selection of peer-reviewed papers presented at the first Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2019) conference, held in Shengyang, China, on 28–29 December 2019. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

Cyber Physical Systems

Cyber Physical Systems

Author : Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
Publisher : Morgan Kaufmann
Genre : Computers
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Cyber-Physical Systems: Foundations, Principles and Applications explores the core system science perspective needed to design and build complex cyber-physical systems. Using Systems Science’s underlying theories, such as probability theory, decision theory, game theory, organizational sociology, behavioral economics, and cognitive psychology, the book addresses foundational issues central across CPS applications, ...

Further Advances in Internet of Things in Biomedical and Cyber Physical Systems

Further Advances in Internet of Things in Biomedical and Cyber Physical Systems

Author : Valentina E. Balas,Vijender Kumar Solanki,Raghvendra Kumar
Publisher : Springer Nature
Genre : Technology & Engineering
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This book covers the further advances in the field of the Internet of things, biomedical engineering and cyber physical system with recent applications. It is covering the various real-time, offline applications, and case studies in the field of recent technologies and case studies of the Internet of things, biomedical engineering ...

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City

2021 International Conference on Big Data Analytics for Cyber Physical System in Smart City

Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
Publisher : Springer Nature
Genre : Technology & Engineering
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This book gathers a selection of peer-reviewed papers presented at the third Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2021) conference, held in Shanghai, China, on Nov. 27, 2021. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine ...

Cybersecurity and Privacy in Cyber Physical Systems

Cybersecurity and Privacy in Cyber Physical Systems

Author : Yassine Maleh,Mohammad Shojafar,Ashraf Darwish,Abdelkrim Haqiq
Publisher : CRC Press
Genre : Computers
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Cybersecurity and Privacy in Cyber-Physical Systems collects and reports on recent high-quality research that addresses different problems related to cybersecurity and privacy in cyber-physical systems (CPSs). It Presents high-quality contributions addressing related theoretical and practical aspects Improves the reader’s awareness of cybersecurity and privacy in CPSs Analyzes and presents ...

Deep Learning Applications for Cyber Physical Systems

Deep Learning Applications for Cyber Physical Systems

Author : Mundada, Monica R.,Seema, S.,K.G., Srinivasa,Shilpa, M.
Publisher : IGI Global
Genre : Computers
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Big data generates around us constantly from daily business, custom use, engineering, and science activities. Sensory data is collected from the internet of things (IoT) and cyber-physical systems (CPS). Merely storing such a massive amount of data is meaningless, as the key point is to identify, locate, and extract valuable ...

Health 4 0  How Virtualization and Big Data are Revolutionizing Healthcare

Health 4 0 How Virtualization and Big Data are Revolutionizing Healthcare

Author : Christoph Thuemmler,Chunxue Bai
Publisher : Springer
Genre : Technology & Engineering
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This book describes how the creation of new digital services—through vertical and horizontal integration of data coming from sensors on top of existing legacy systems—that has already had a major impact on industry is now extending to healthcare. The book describes the fourth industrial revolution (i.e. Health 4.0), ...

Foundations of Multi Paradigm Modelling for Cyber Physical Systems

Foundations of Multi Paradigm Modelling for Cyber Physical Systems

Author : Paulo Carreira,Vasco Amaral,Hans Vangheluwe
Publisher : Springer Nature
Genre : Computers
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This open access book coherently gathers well-founded information on the fundamentals of and formalisms for modelling cyber-physical systems (CPS). Highlighting the cross-disciplinary nature of CPS modelling, it also serves as a bridge for anyone entering CPS from related areas of computer science or engineering. Truly complex, engineered systems—known as ...

Cyber Physical Systems

Cyber Physical Systems

Author : Danda B. Rawat,Joel J.P.C. Rodrigues,Ivan Stojmenovic
Publisher : CRC Press
Genre : Technology & Engineering
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Although comprehensive knowledge of cyber-physical systems (CPS) is becoming a must for researchers, practitioners, system designers, policy makers, system managers, and administrators, there has been a need for a comprehensive and up-to-date source of research and information on cyber-physical systems. This book fills that need. Cyber-Physical Systems: From Theory to ...

Transportation Cyber Physical Systems

Transportation Cyber Physical Systems

Author : Lipika Deka,Mashrur Chowdhury
Publisher : Elsevier
Genre : Business & Economics
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Transportation Cyber-Physical Systems provides current and future researchers, developers and practitioners with the latest thinking on the emerging interdisciplinary field of Transportation Cyber Physical Systems (TCPS). The book focuses on enhancing efficiency, reducing environmental stress, and meeting societal demands across the continually growing air, water and land transportation needs of ...

Handbook of Industry 4 0 and SMART Systems

Handbook of Industry 4 0 and SMART Systems

Author : Diego Galar Pascual,Pasquale Daponte,Uday Kumar
Publisher : CRC Press
Genre : Business & Economics
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Industry 4.0 refers to fourth generation of industrial activity characterized by smart systems and internet-based solutions. This book describes the fourth revolution based on instrumented, interconnected and intelligent assets. The different book chapters provide a perspective on technologies and methodologies developed and deployed leading to this concept. With an aim to ...