Big Data Analytics for Cyber Physical Systems

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  • Publisher : Elsevier
  • Release : 15 July 2019
  • ISBN : 9780128166468
  • Page : 396 pages
  • Rating : 4.5/5 from 103 voters

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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 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.

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Big Data Analytics for Cyber-Physical Systems

Big Data Analytics for Cyber-Physical Systems
  • Author : Guido Dartmann,Houbing Song,Anke Schmeink
  • Publisher : Elsevier
  • Release Date : 2019-07-15
  • ISBN : 9780128166468
GET THIS BOOKBig Data Analytics for Cyber-Physical Systems

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

Big Data Analytics for Cyber-Physical Systems

Big Data Analytics for Cyber-Physical Systems
  • Author : Shiyan Hu,Bei Yu
  • Publisher : Springer Nature
  • Release Date : 2020-06-25
  • ISBN : 9783030434946
GET THIS BOOKBig Data Analytics for Cyber-Physical Systems

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 the design and control challenges in multiple CPS domains such as vehicular system, smart city, smart building, and digital microfluidic biochips. This book also presents the recent advances and trends

Big Data Analytics for Cyber-Physical Systems

Big Data Analytics for Cyber-Physical Systems
  • Author : Guido Dartmann,Houbing Song,Anke Schmeink
  • Publisher : Elsevier
  • Release Date : 2019-07-15
  • ISBN : 9780128166376
GET THIS BOOKBig Data Analytics for Cyber-Physical Systems

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. However, to create value out of the data, it must be transformed into information and therefore, expertise in data analytics and machine learning is the key component of future smart

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
  • Publisher : Springer Nature
  • Release Date : 2022-06-29
  • ISBN : 9789811674662
GET THIS BOOK2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

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
  • Release Date : 2020-01-11
  • ISBN : 9789811525681
GET THIS BOOKBig Data Analytics for Cyber-Physical System in Smart City

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 learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all

Machine Intelligence and Big Data Analytics for Cybersecurity Applications

Machine Intelligence and Big Data Analytics for Cybersecurity Applications
  • Author : Yassine Maleh,Mohammad Shojafar,Mamoun Alazab,Youssef Baddi
  • Publisher : Springer Nature
  • Release Date : 2020-12-14
  • ISBN : 9783030570248
GET THIS BOOKMachine Intelligence and Big Data Analytics for Cybersecurity Applications

This book presents the latest advances in machine intelligence and big data analytics to improve early warning of cyber-attacks, for cybersecurity intrusion detection and monitoring, and malware analysis. Cyber-attacks have posed real and wide-ranging threats for the information society. Detecting cyber-attacks becomes a challenge, not only because of the sophistication of attacks but also because of the large scale and complex nature of today’s IT infrastructures. It discusses novel trends and achievements in machine intelligence and their role in

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
  • Release Date : 2022-01-01
  • ISBN : 9789811674693
GET THIS BOOK2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City

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 learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all

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
  • Release Date : 2021-03-22
  • ISBN : 9783030578350
GET THIS BOOKFurther Advances in Internet of Things in Biomedical and Cyber Physical Systems

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 and cyber physical system with recent technology trends. In the twenty-first century, the automation and management of data are vital, in that, the role of the Internet of things proving

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
  • Release Date : 2019-05-01
  • ISBN : 9780429554452
GET THIS BOOKCybersecurity and Privacy in Cyber Physical Systems

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 the state of the art of CPSs, cybersecurity, and related technologies and methodologies Highlights and discusses recent developments and emerging trends in cybersecurity and privacy in CPSs Proposes new models,

Cyber-Physical Systems

Cyber-Physical Systems
  • Author : Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-08-27
  • ISBN : 9780128038741
GET THIS BOOKCyber-Physical Systems

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, including System Design -- How to design CPS to be safe, secure, and resilient in rapidly evolving environments, System Verification -- How to develop effective metrics and methods to verify

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
  • Release Date : 2021-12-17
  • ISBN : 9781799881636
GET THIS BOOKDeep Learning Applications for Cyber-Physical Systems

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 knowledge from big data to forecast and support services. Such extracted valuable knowledge is usually referred to as smart data. It is vital to providing suitable decisions in business, science,

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
  • Release Date : 2020-05-07
  • ISBN : 9783030439460
GET THIS BOOKFoundations of Multi-Paradigm Modelling for Cyber-Physical Systems

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—that integrate physical, software, and network aspects are now on the rise. However, there is no unifying theory nor systematic design methods, techniques or tools for these systems.

Cyber-Physical Systems

Cyber-Physical Systems
  • Author : Danda B. Rawat,Joel J.P.C. Rodrigues,Ivan Stojmenovic
  • Publisher : CRC Press
  • Release Date : 2015-10-28
  • ISBN : 9781482263336
GET THIS BOOKCyber-Physical Systems

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 Practice provides state-of-the-art research results and reports on emerging trends related to the science, technology, and engineering of CPS, including system architecture, development, modeling, simulation, security, privacy, trust, and energy

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
  • Release Date : 2019-10-01
  • ISBN : 9780429849671
GET THIS BOOKHandbook of Industry 4.0 and SMART Systems

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 increase performance, productivity and flexibility, major application area of maintenance through smart system has been discussed in detail. Applicability of 4.0 in transportation, energy and infrastructure is explored, with effects on

Transportation Cyber-Physical Systems

Transportation Cyber-Physical Systems
  • Author : Lipika Deka,Mashrur Chowdhury
  • Publisher : Elsevier
  • Release Date : 2018-07-30
  • ISBN : 9780128142967
GET THIS BOOKTransportation Cyber-Physical Systems

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 both people and goods. Users will find a valuable resource that helps accelerate the research and development of transportation and mobility CPS-driven innovation for the security, reliability and stability of