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AI, IoT, big data and cloud computin...

Neustein, Amy.

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AI, IoT, big data and cloud computing for Industry 4.0

Record Type:	Electronic resources : Monograph/item
Title/Author:	AI, IoT, big data and cloud computing for Industry 4.0/ edited by Amy Neustein ... [et al.].
other author:	Neustein, Amy.
Published:	Cham :Springer International Publishing : : 2023.,
Description:	xxvii, 575 p. :ill., digital ;24 cm.
[NT 15003449]:	Introduction -- Section 1: Fundamentals of the Industry 4.0 -- Fundamental of IoT -- Architecture of IoT -- Automation -- Big data challenges -- Cloud computing services -- convergence of IoT and cloud computing -- Section 2: Emerging trends in Artificial Intelligence -- Knowledge representation -- Machine learning -- Deep learning -- AI based industry automation -- Section 3: AI based data management, architecture and framework -- Algorithms and techniques for data management and cloud -- Reference architectures -- Frameworks for integrating IoT, ML and Cloud -- Section 4: Software Portability and Virtual Machine Design -- Virtual Machine designs -- VM design and programming-language/compiler theory concerns -- Section 5: Security for industry 4.0 -- Industry 4.0 -- Artificial intelligence -- Machine Learning -- Signal Processing -- Multimedia -- Big data -- Software Portability -- Virtual Machines -- Conclusion.
Contained By:	Springer Nature eBook
Subject:	Industry 4.0 - Data processing. -
Online resource:	https://doi.org/10.1007/978-3-031-29713-7
ISBN:	9783031297137

AI, IoT, big data and cloud computing for Industry 4.0
AI, IoT, big data and cloud computing for Industry 4.0[electronic resource] /edited by Amy Neustein ... [et al.]. - Cham :Springer International Publishing :2023. - xxvii, 575 p. :ill., digital ;24 cm. - Signals and communication technology,1860-4870. - Signals and communication technology..

Introduction -- Section 1: Fundamentals of the Industry 4.0 -- Fundamental of IoT -- Architecture of IoT -- Automation -- Big data challenges -- Cloud computing services -- convergence of IoT and cloud computing -- Section 2: Emerging trends in Artificial Intelligence -- Knowledge representation -- Machine learning -- Deep learning -- AI based industry automation -- Section 3: AI based data management, architecture and framework -- Algorithms and techniques for data management and cloud -- Reference architectures -- Frameworks for integrating IoT, ML and Cloud -- Section 4: Software Portability and Virtual Machine Design -- Virtual Machine designs -- VM design and programming-language/compiler theory concerns -- Section 5: Security for industry 4.0 -- Industry 4.0 -- Artificial intelligence -- Machine Learning -- Signal Processing -- Multimedia -- Big data -- Software Portability -- Virtual Machines -- Conclusion.

This book presents some of the most advanced leading-edge technology for the fourth Industrial Revolution -- known as "Industry 4.0." The book provides a comprehensive understanding of the interconnections of AI, IoT, big data and cloud computing as integral to the technologies that revolutionize the way companies produce and distribute products and the way local governments deliver their services. The book emphasizes that at every phase of the supply chain, manufactures are found to be interweaving AI, robotics, IoT, big data/machine learning, and cloud computing into their production facilities and throughout their distribution networks. Equally important, the authors show how their research can be applied to computer vision, cyber security, database and compiler theory, natural language processing, healthcare, education and agriculture. Presents the fundamentals of AI, IoT, and cloud computing and how they can be incorporated in Industry 4.0 applications Motivates readers to address challenges in the areas of speech communication and signal processing Provides numerous examples, case studies, technical descriptions, and approaches of AI/ML.

ISBN: 9783031297137

Standard No.: 10.1007/978-3-031-29713-7doiSubjects--Topical Terms:

3663640
Industry 4.0
--Data processing.

LC Class. No.: T59.6

Dewey Class. No.: 658.40380285

AI, IoT, big data and cloud computing for Industry 4.0
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245 1 0 $a AI, IoT, big data and cloud computing for Industry 4.0 $h [electronic resource] / $c edited by Amy Neustein ... [et al.].
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2023.
300 $a xxvii, 575 p. : $b ill., digital ; $c 24 cm.
490 1 $a Signals and communication technology, $x 1860-4870
505 0 $a Introduction -- Section 1: Fundamentals of the Industry 4.0 -- Fundamental of IoT -- Architecture of IoT -- Automation -- Big data challenges -- Cloud computing services -- convergence of IoT and cloud computing -- Section 2: Emerging trends in Artificial Intelligence -- Knowledge representation -- Machine learning -- Deep learning -- AI based industry automation -- Section 3: AI based data management, architecture and framework -- Algorithms and techniques for data management and cloud -- Reference architectures -- Frameworks for integrating IoT, ML and Cloud -- Section 4: Software Portability and Virtual Machine Design -- Virtual Machine designs -- VM design and programming-language/compiler theory concerns -- Section 5: Security for industry 4.0 -- Industry 4.0 -- Artificial intelligence -- Machine Learning -- Signal Processing -- Multimedia -- Big data -- Software Portability -- Virtual Machines -- Conclusion.
520 $a This book presents some of the most advanced leading-edge technology for the fourth Industrial Revolution -- known as "Industry 4.0." The book provides a comprehensive understanding of the interconnections of AI, IoT, big data and cloud computing as integral to the technologies that revolutionize the way companies produce and distribute products and the way local governments deliver their services. The book emphasizes that at every phase of the supply chain, manufactures are found to be interweaving AI, robotics, IoT, big data/machine learning, and cloud computing into their production facilities and throughout their distribution networks. Equally important, the authors show how their research can be applied to computer vision, cyber security, database and compiler theory, natural language processing, healthcare, education and agriculture. Presents the fundamentals of AI, IoT, and cloud computing and how they can be incorporated in Industry 4.0 applications Motivates readers to address challenges in the areas of speech communication and signal processing Provides numerous examples, case studies, technical descriptions, and approaches of AI/ML.
650 0 $a Industry 4.0 $x Data processing. $3 3663640
650 0 $a Artificial intelligence $x Industrial applications. $3 653318
650 0 $a Internet of things $x Industrial applications. $3 3452515
650 0 $a Big data $x Industrial applications. $3 3378933
650 0 $a Cloud computing $x Industrial applications. $3 3510758
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Communications Engineering, Networks. $3 891094
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Neustein, Amy. $3 1244470
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Signals and communication technology. $3 1565543
856 4 0 $u https://doi.org/10.1007/978-3-031-29713-7
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)