Big Data Management And Analysis For Cyber Physical Systems

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Big Data Management and Analysis for Cyber Physical Systems

Author : Loon Ching Tang
Publisher : Springer Nature
ISBN 13 : 3031175484
Total Pages : 208 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis Big Data Management and Analysis for Cyber Physical Systems by : Loon Ching Tang

Download or read book Big Data Management and Analysis for Cyber Physical Systems written by Loon Ching Tang and published by Springer Nature. This book was released on 2022-09-23 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book consists of selected and peer-reviewed papers presented at 2022 4th International Conference on Big Data Engineering and Technology (BDET), held during April 22–24, 2022, in Singapore. As IT infrastructure and data management technologies have become critical assets and capabilities for today’s enterprises, this book aims to be part of the effort in contributing to their development. In particular, the BDET conference series aims to provide the much needed forum for researchers and practitioners across the world who are actively engaged in advancing research and raising awareness of the many challenges in the diverse field of big data engineering and technology to share their research outcomes and bounce ideas off their international colleagues. Over the last few years, the conference series has brought together the latest developments of novel theory in big data, algorithm and applications, emerging standards for big data, big data infrastructure, MapReduce and cloud computing, big data visualization, big data curation and management, big data semantics, scientific discovery and intelligence, which collectively form parts of the cyber-physical systems of interest. It is hoped that the book will prove useful to students, researchers, and professionals working in the field of big data engineering and applications in cyber-physical systems.

Machine Learning for Cyber Physical Systems

Author : Jürgen Beyerer
Publisher : Springer
ISBN 13 : 3662584859
Total Pages : 144 pages
Book Rating : 4.6/5 (625 download)

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Book Synopsis Machine Learning for Cyber Physical Systems by : Jürgen Beyerer

Download or read book Machine Learning for Cyber Physical Systems written by Jürgen Beyerer and published by Springer. This book was released on 2018-12-17 with total page 144 pages. Available in PDF, EPUB and Kindle. Book excerpt: This Open Access proceedings 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 Karlsruhe, October 23-24, 2018. Cyber Physical Systems are characterized by their ability to adapt and to learn: They analyze their environment and, based on observations, they learn patterns, correlations and predictive models. Typical applications are condition monitoring, predictive maintenance, image processing and diagnosis. Machine Learning is the key technology for these developments.

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

Author : Mohammed Atiquzzaman
Publisher : Springer Nature
ISBN 13 : 9811674698
Total Pages : 1157 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book 2021 International Conference on Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2022-01-01 with total page 1157 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Big Data Analytics for Cyber-Physical Systems

Author : Shiyan Hu
Publisher : Springer Nature
ISBN 13 : 303043494X
Total Pages : 273 pages
Book Rating : 4.0/5 (34 download)

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Book Synopsis Big Data Analytics for Cyber-Physical Systems by : Shiyan Hu

Download or read book Big Data Analytics for Cyber-Physical Systems written by Shiyan Hu and published by Springer Nature. This book was released on 2020-06-25 with total page 273 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 in the maritime simulation system and the flood defence system.

Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019)

Author : Chuanchao Huang
Publisher : Springer Nature
ISBN 13 : 9811514682
Total Pages : 1971 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019) by : Chuanchao Huang

Download or read book Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019) written by Chuanchao Huang and published by Springer Nature. This book was released on 2020-02-03 with total page 1971 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers cutting-edge and advanced research on data processing techniques and applications for Cyber-Physical Systems. Gathering the proceedings of the International Conference on Data Processing Techniques and Applications for Cyber-Physical Systems (DPTA 2019), held in Shanghai, China on November 15–16, 2019, it examines a wide range of topics, including: distributed processing for sensor data in CPS networks; approximate reasoning and pattern recognition for CPS networks; data platforms for efficient integration with CPS networks; and data security and privacy in CPS networks. Outlining promising future research directions, the book offers a valuable resource for students, researchers and professionals alike, while also providing a useful reference guide for newcomers to the field.

Big Data Analytics for Cyber-Physical System in Smart City

Author : Mohammed Atiquzzaman
Publisher : Springer Nature
ISBN 13 : 9811525684
Total Pages : 2049 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Big Data Analytics for Cyber-Physical System in Smart City by : Mohammed Atiquzzaman

Download or read book Big Data Analytics for Cyber-Physical System in Smart City written by Mohammed Atiquzzaman and published by Springer Nature. This book was released on 2020-01-11 with total page 2049 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 researchers and professionals interested in big data, smart cities, and cyber-physical systems.

Handbook of Research of Internet of Things and Cyber-Physical Systems

Author : Amit Kumar Tyagi
Publisher : CRC Press
ISBN 13 : 1000565343
Total Pages : 681 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Handbook of Research of Internet of Things and Cyber-Physical Systems by : Amit Kumar Tyagi

Download or read book Handbook of Research of Internet of Things and Cyber-Physical Systems written by Amit Kumar Tyagi and published by CRC Press. This book was released on 2022-06-08 with total page 681 pages. Available in PDF, EPUB and Kindle. Book excerpt: This new volume discusses how integrating IoT devices and cyber-physical systems can help society by providing multiple efficient and affordable services to users. It covers the various applications of IoT-based cyber-physical systems, such as satellite imaging in relation to climate change, industrial control systems, e-healthcare applications, security uses, automotive and traffic monitoring and control, urban smart city planning, and more. The authors also outline the methods, tools, and algorithms for IoT-based cyber-physical systems and explore the integration of machine learning, blockchain, and Internet of Things-based cloud applications. With the continuous emerging new technologies and trends in IoT technology and CPS, this volume will be a helpful resource for scientists, researchers, industry professionals, faculty and students, and others who wish to keep abreast of new developments and new challenges for sustainable development in Industry 4.0.

Cyber-Physical Systems and Supporting Technologies for Industrial Automation

Author : Thanigaivelan, R.
Publisher : IGI Global
ISBN 13 : 1668492687
Total Pages : 472 pages
Book Rating : 4.6/5 (684 download)

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Book Synopsis Cyber-Physical Systems and Supporting Technologies for Industrial Automation by : Thanigaivelan, R.

Download or read book Cyber-Physical Systems and Supporting Technologies for Industrial Automation written by Thanigaivelan, R. and published by IGI Global. This book was released on 2023-08-07 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: The exchange of data is the most significant feature of cyber-physical systems (CPS). There are definite advantages and limitations of CPS that must be considered in order to be utilized appropriately across various fields and disciplines. Cyber-Physical Systems and Supporting Technologies for Industrial Automation discusses the latest trends of cyber-physical systems in healthcare, manufacturing processes, energy, and the mobility industry. The book also focuses on advanced subsystems required for the communication of real-time data. Covering key topics such as supporting technologies, Industry 4.0, and manufacturing, this premier reference source is ideal for computer scientists, engineers, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Cyber-Physical Systems

Author : Danda B. Rawat
Publisher : CRC Press
ISBN 13 : 1482263335
Total Pages : 579 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Cyber-Physical Systems by : Danda B. Rawat

Download or read book Cyber-Physical Systems written by Danda B. Rawat and published by CRC Press. This book was released on 2015-10-28 with total page 579 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 Syst

Intelligent Security Solutions for Cyber-Physical Systems

Author : Vandana Mohindru Sood
Publisher : CRC Press
ISBN 13 : 104001190X
Total Pages : 307 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Intelligent Security Solutions for Cyber-Physical Systems by : Vandana Mohindru Sood

Download or read book Intelligent Security Solutions for Cyber-Physical Systems written by Vandana Mohindru Sood and published by CRC Press. This book was released on 2024-04-22 with total page 307 pages. Available in PDF, EPUB and Kindle. Book excerpt: A cyber-physical system (CPS) is a computer system in which a mechanism is controlled or monitored by computer-based algorithms and involves transdisciplinary approaches, merging theories of cybernetics, mechatronics, design, and process science. This text mainly concentrates on offering a foundational theoretical underpinning, and a comprehensive and coherent review of intelligent security solutions for cyber-physical systems. Features: • Provides an overview of cyber-physical systems (CPSs) along with security concepts like attack detection methods, cyber-physical systems failures, and risk identification and management. • Showcases cyber-physical systems (CPSs) security solutions, lightweight cryptographic solutions, and CPS forensics, etc. • Emphasizes machine learning methods for behavior-based intrusion detection in cyber-physical systems (CPSs), resilient machine learning for networked CPS, fog computing industrial CPS, etc. • Elaborates classification of network abnormalities in Internet of Things-based cyber-physical systems (CPSs) using deep learning. • Includes case studies and applications in the domain of smart grid systems, industrial control systems, smart manufacturing, social network and gaming, electric power grid and energy systems, etc.

Simulation for Cyber-Physical Systems Engineering

Author : José L. Risco Martín
Publisher : Springer Nature
ISBN 13 : 3030519090
Total Pages : 451 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Simulation for Cyber-Physical Systems Engineering by : José L. Risco Martín

Download or read book Simulation for Cyber-Physical Systems Engineering written by José L. Risco Martín and published by Springer Nature. This book was released on 2020-11-07 with total page 451 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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 can use to inform the next generation. It highlights the underlying infrastructure, modeling paradigms, and simulation methodologies that can be brought to bear to develop the next generation of systems for a highly connected society. Such systems, aptly termed cyber-physical systems (CPS), are now widely used in e.g. transportation systems, smart grids, connected vehicles, industrial production systems, healthcare, education, and defense. Modeling and simulation (M&S), along with big data technologies, are at the forefront of complex systems engineering research. The disciplines of cloud-based simulation and CPS engineering are evolving at a rapid pace, but are not optimally supporting each other’s advancement. This book brings together these two communities, which already serve multi-disciplinary applications. It provides an overview of the simulation technologies landscape, and of infrastructure pertaining to the use of cloud-based environments for CPS engineering. It covers the engineering, design, and application of cloud simulation technologies and infrastructures applicable for CPS engineering. The contributions share valuable lessons learned from developing real-time embedded and robotic systems deployed through cloud-based infrastructures for application in CPS engineering and IoT-enabled society. The coverage incorporates cloud-based M&S as a medium for facilitating CPS engineering and governance, and elaborates on available cloud-based M&S technologies and their impacts on specific aspects of CPS engineering.

Big Data Analytics for Cyber-Physical Systems

Author : Guido Dartmann
Publisher : Elsevier
ISBN 13 : 0128166371
Total Pages : 396 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Big Data Analytics for Cyber-Physical Systems by : Guido Dartmann

Download or read book Big Data Analytics for Cyber-Physical Systems written by Guido Dartmann and published by Elsevier. This book was released on 2019-07-16 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Approx.374 pages

Cyber-Physical Systems

Author : Gaddadevara Matt Siddesh
Publisher : CRC Press
ISBN 13 : 148225977X
Total Pages : 623 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Cyber-Physical Systems by : Gaddadevara Matt Siddesh

Download or read book Cyber-Physical Systems written by Gaddadevara Matt Siddesh and published by CRC Press. This book was released on 2015-12-01 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: In cyber-physical systems (CPS), sensors and embedded systems are networked together to monitor and manage a range of physical processes through a continuous feedback system. This allows distributed computing using wireless devices. Cyber-Physical Systems-A Computational Perspective examines various developments of CPS that are impacting our daily

Data Science and Big Data Computing

Author : Zaigham Mahmood
Publisher : Springer
ISBN 13 : 3319318616
Total Pages : 332 pages
Book Rating : 4.3/5 (193 download)

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Book Synopsis Data Science and Big Data Computing by : Zaigham Mahmood

Download or read book Data Science and Big Data Computing written by Zaigham Mahmood and published by Springer. This book was released on 2016-07-05 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: This illuminating text/reference surveys the state of the art in data science, and provides practical guidance on big data analytics. Expert perspectives are provided by authoritative researchers and practitioners from around the world, discussing research developments and emerging trends, presenting case studies on helpful frameworks and innovative methodologies, and suggesting best practices for efficient and effective data analytics. Features: reviews a framework for fast data applications, a technique for complex event processing, and agglomerative approaches for the partitioning of networks; introduces a unified approach to data modeling and management, and a distributed computing perspective on interfacing physical and cyber worlds; presents techniques for machine learning for big data, and identifying duplicate records in data repositories; examines enabling technologies and tools for data mining; proposes frameworks for data extraction, and adaptive decision making and social media analysis.

Data Management and Analysis

Author : Reda Alhajj
Publisher : Springer Nature
ISBN 13 : 3030325873
Total Pages : 261 pages
Book Rating : 4.0/5 (33 download)

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Book Synopsis Data Management and Analysis by : Reda Alhajj

Download or read book Data Management and Analysis written by Reda Alhajj and published by Springer Nature. This book was released on 2019-12-20 with total page 261 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data management and analysis is one of the fastest growing and most challenging areas of research and development in both academia and industry. Numerous types of applications and services have been studied and re-examined in this field resulting in this edited volume which includes chapters on effective approaches for dealing with the inherent complexity within data management and analysis. This edited volume contains practical case studies, and will appeal to students, researchers and professionals working in data management and analysis in the business, education, healthcare, and bioinformatics areas.

Big Data Analytics and Intelligent Techniques for Smart Cities

Author : Kolla Bhanu Prakash
Publisher : CRC Press
ISBN 13 : 1000413314
Total Pages : 297 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Big Data Analytics and Intelligent Techniques for Smart Cities by : Kolla Bhanu Prakash

Download or read book Big Data Analytics and Intelligent Techniques for Smart Cities written by Kolla Bhanu Prakash and published by CRC Press. This book was released on 2021-09-20 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big Data Analytics and Intelligent Techniques for Smart Cities covers fundamentals, advanced concepts, and applications of big data analytics for smart cities in a single volume. This comprehensive reference text discusses big data theory modeling and simulation for smart cities and examines case studies in a single volume. The text discusses how to develop a smart city and state-of-the-art system design, system verification, real-time control and adaptation, Internet of Things, and testbeds. It covers applications of smart cities as they relate to smart transportation/connected vehicle (CV) and intelligent transportation systems (ITS) for improved mobility, safety, and environmental protection. It will be useful as a reference text for graduate students in different areas including electrical engineering, computer science engineering, civil engineering, and electronics and communications engineering. Features: Technologies and algorithms associated with the application of big data for smart cities Discussions on big data theory modeling and simulation for smart cities Applications of smart cities as they relate to smart transportation and intelligent transportation systems (ITS) Discussions on concepts including smart education, smart culture, and smart transformation management for social and societal changes

Big Data Analytics in Cybersecurity

Author : Onur Savas
Publisher : CRC Press
ISBN 13 : 1351650416
Total Pages : 452 pages
Book Rating : 4.3/5 (516 download)

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Book Synopsis Big Data Analytics in Cybersecurity by : Onur Savas

Download or read book Big Data Analytics in Cybersecurity written by Onur Savas and published by CRC Press. This book was released on 2017-09-18 with total page 452 pages. Available in PDF, EPUB and Kindle. Book excerpt: Big data is presenting challenges to cybersecurity. For an example, the Internet of Things (IoT) will reportedly soon generate a staggering 400 zettabytes (ZB) of data a year. Self-driving cars are predicted to churn out 4000 GB of data per hour of driving. Big data analytics, as an emerging analytical technology, offers the capability to collect, store, process, and visualize these vast amounts of data. Big Data Analytics in Cybersecurity examines security challenges surrounding big data and provides actionable insights that can be used to improve the current practices of network operators and administrators. Applying big data analytics in cybersecurity is critical. By exploiting data from the networks and computers, analysts can discover useful network information from data. Decision makers can make more informative decisions by using this analysis, including what actions need to be performed, and improvement recommendations to policies, guidelines, procedures, tools, and other aspects of the network processes. Bringing together experts from academia, government laboratories, and industry, the book provides insight to both new and more experienced security professionals, as well as data analytics professionals who have varying levels of cybersecurity expertise. It covers a wide range of topics in cybersecurity, which include: Network forensics Threat analysis Vulnerability assessment Visualization Cyber training. In addition, emerging security domains such as the IoT, cloud computing, fog computing, mobile computing, and cyber-social networks are examined. The book first focuses on how big data analytics can be used in different aspects of cybersecurity including network forensics, root-cause analysis, and security training. Next it discusses big data challenges and solutions in such emerging cybersecurity domains as fog computing, IoT, and mobile app security. The book concludes by presenting the tools and datasets for future cybersecurity research.