Big Data Analytics for Cyber Physical Systems

Written By Guido Dartmann
Big Data Analytics for Cyber Physical Systems
  • Publsiher : Elsevier
  • Release : 15 July 2019
  • ISBN : 0128166460
  • Pages : 396 pages
  • Rating : 4/5 from 21 reviews
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Read or download book entitled Big Data Analytics for Cyber Physical Systems written by Guido Dartmann which was release on 15 July 2019, this book published by Elsevier. Available in PDF, EPUB and Kindle Format. 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
  • Release Date : 2019-07-15
  • Total pages : 396
  • ISBN : 0128166460
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Summary : 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
  • Release Date : 2020-06-25
  • Total pages : 270
  • ISBN : 0128166460
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Summary : 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 ...

Exam Prep for Big Data Analytics for Cyber physical Systems

Exam Prep for  Big Data Analytics for Cyber physical Systems
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2021-05-05
  • Total pages : 212
  • ISBN : 0128166460
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Summary : Download or read online Exam Prep for Big Data Analytics for Cyber physical Systems written by , published by which was released on . Get Exam Prep for Big Data Analytics for Cyber physical Systems Books now! Available in PDF, ePub and Kindle....

Big Data Analytics for Cyber Physical System in Smart City

Big Data Analytics for Cyber Physical System in Smart City
  • Author : Mohammed Atiquzzaman
  • Publisher : Springer Nature
  • Release Date : 2021-05-05
  • Total pages : 212
  • ISBN : 0128166460
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Summary : Download or read online Big Data Analytics for Cyber Physical System in Smart City written by Mohammed Atiquzzaman, published by Springer Nature which was released on . Get Big Data Analytics for Cyber Physical System in Smart City Books now! Available in PDF, ePub and Kindle....

Big Data Privacy Preservation for Cyber Physical Systems

Big Data Privacy Preservation for Cyber Physical Systems
  • Author : Miao Pan,Jingyi Wang,Sai Mounika Errapotu,Xinyue Zhang,Jiahao Ding,Zhu Han
  • Publisher : Springer
  • Release Date : 2019-03-25
  • Total pages : 73
  • ISBN : 0128166460
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Summary : This SpringerBrief mainly focuses on effective big data analytics for CPS, and addresses the privacy issues that arise on various CPS applications. The authors develop a series of privacy preserving data analytic and processing methodologies through data driven optimization based on applied cryptographic techniques and differential privacy in this brief. ...

Cyber Physical Systems

Cyber Physical Systems
  • Author : Houbing Song,Danda B Rawat,Sabina Jeschke,Christian Brecher
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-08-27
  • Total pages : 514
  • ISBN : 0128166460
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Summary : 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, ...

Data Analytics for Intelligent Transportation Systems

Data Analytics for Intelligent Transportation Systems
  • Author : Mashrur Chowdhury,Amy Apon,Kakan Dey
  • Publisher : Elsevier
  • Release Date : 2017-04-05
  • Total pages : 344
  • ISBN : 0128166460
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Summary : Data Analytics for Intelligent Transportation Systems provides in-depth coverage of data-enabled methods for analyzing intelligent transportation systems that includes detailed coverage of the tools needed to implement these methods using big data analytics and other computing techniques. The book examines the major characteristics of connected transportation systems, along with the ...

Cyber Physical Systems Advances in Design Modelling

Cyber Physical Systems  Advances in Design   Modelling
  • Author : Alla G. Kravets,Alexander A. Bolshakov,Maxim V. Shcherbakov
  • Publisher : Springer Nature
  • Release Date : 2019-11-25
  • Total pages : 347
  • ISBN : 0128166460
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Summary : This book presents new findings on cyber-physical systems design and modelling approaches based on AI and data-driven techniques, identifying the key industrial challenges and the main features of design and modelling processes. To enhance the efficiency of the design process, it proposes new approaches based on the concept of digital ...

Data Science and Big Data Analytics in Smart Environments

Data Science and Big Data Analytics in Smart Environments
  • Author : Taylor & Francis Group
  • Publisher : CRC Press
  • Release Date : 2021-05-15
  • Total pages : 275
  • ISBN : 0128166460
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Summary : Most applications generate large datasets, like social networking and social influence programs, smart cities applications, smart house environments, Cloud applications, public web sites, scientific experiments and simulations, data warehouse, monitoring platforms, and e-government services. Data grows rapidly, since applications produce continuously increasing volumes of both unstructured and structured data. Large-scale ...

Machine Learning for Cyber Physical Systems

Machine Learning for Cyber Physical Systems
  • Author : Jürgen Beyerer,Alexander Maier,Oliver Niggemann
  • Publisher : Springer
  • Release Date : 2019-04-09
  • Total pages : 87
  • ISBN : 0128166460
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Summary : The work presents new approaches to Machine Learning for Cyber Physical Systems, experiences and visions. It contains some selected papers from the international Conference ML4CPS – Machine Learning for Cyber Physical Systems, which was held in Lemgo, October 25th-26th, 2017. Cyber Physical Systems are characterized by their ability to adapt ...

Simulation for Cyber Physical Systems Engineering

Simulation for Cyber Physical Systems Engineering
  • Author : José L. Risco Martín,Saurabh Mittal,Tuncer Ören
  • Publisher : Springer Nature
  • Release Date : 2020-11-07
  • Total pages : 451
  • ISBN : 0128166460
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Summary : This comprehensive book examines a range of examples, prepared by a diverse group of academic and industry practitioners, which demonstrate how cloud-based simulation is being extensively used across many disciplines, including cyber-physical systems engineering. This book is a compendium of the state of the art in cloud-based simulation that instructors ...

Cyber Physical Systems

Cyber Physical Systems
  • Author : Alla G. Kravets
  • Publisher : Springer Nature
  • Release Date : 2021-05-05
  • Total pages : 212
  • ISBN : 0128166460
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Summary : Download or read online Cyber Physical Systems written by Alla G. Kravets, published by Springer Nature which was released on . Get Cyber Physical Systems Books now! Available in PDF, ePub and Kindle....

Transportation Cyber Physical Systems

Transportation Cyber Physical Systems
  • Author : Lipika Deka,Mashrur Chowdhury
  • Publisher : Elsevier
  • Release Date : 2018-07-30
  • Total pages : 348
  • ISBN : 0128166460
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Summary : 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 ...

Cyber Physical Systems Design and Application for Industry 4 0

Cyber Physical Systems  Design and Application for Industry 4 0
  • Author : Alla G. Kravets
  • Publisher : Springer Nature
  • Release Date : 2021-05-05
  • Total pages : 212
  • ISBN : 0128166460
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Summary : Download or read online Cyber Physical Systems Design and Application for Industry 4 0 written by Alla G. Kravets, published by Springer Nature which was released on . Get Cyber Physical Systems Design and Application for Industry 4 0 Books now! Available in PDF, ePub and Kindle....

Data Analytics

Data Analytics
  • Author : Mohiuddin Ahmed,Al-Sakib Khan Pathan
  • Publisher : CRC Press
  • Release Date : 2018-09-21
  • Total pages : 426
  • ISBN : 0128166460
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Summary : Large data sets arriving at every increasing speeds require a new set of efficient data analysis techniques. Data analytics are becoming an essential component for every organization and technologies such as health care, financial trading, Internet of Things, Smart Cities or Cyber Physical Systems. However, these diverse application domains give ...