Articles liés à Big Data Applications in Industry 4.0

Big Data Applications in Industry 4.0 - Couverture rigide

 
9781032008110: Big Data Applications in Industry 4.0
Couverture rigide
ISBN 10 : 1032008113 ISBN 13 : 9781032008110
Editeur : Auerbach Publications, 2022

Synopsis

Industry 4.0 is the latest technological innovation in manufacturing with the goal to increase productivity in a flexible and efficient manner. Changing the way in which manufacturers operate, this revolutionary transformation is powered by various technology advances including Big Data analytics, Internet of Things (IoT), Artificial Intelligence (AI), and cloud computing. Big Data analytics has been identified as one of the significant components of Industry 4.0, as it provides valuable insights for smart factory management. Big Data and Industry 4.0 have the potential to reduce resource consumption and optimize processes, thereby playing a key role in achieving sustainable development.

Big Data Applications in Industry 4.0

covers the recent advancements that have emerged in the field of Big Data and its applications. The book introduces the concepts and advanced tools and technologies for representing and processing Big Data. It also covers applications of Big Data in such domains as financial services, education, healthcare, biomedical research, logistics, and warehouse management. Researchers, students, scientists, engineers, and statisticians can turn to this book to learn about concepts, technologies, and applications that solve real-world problems.

Features

  • An introduction to data science and the types of data analytics methods accessible today

  • An overview of data integration concepts, methodologies, and solutions

  • A general framework of forecasting principles and applications, as well as basic forecasting models including naïve, moving average, and exponential smoothing models

  • A detailed roadmap of the Big Data evolution and its related technological transformation in computing, along with a brief description of related terminologies

  • The application of Industry 4.0 and Big Data in the field of education

  • The features, prospects, and significant role of Big Data in the banking industry, as well as various use cases of Big Data in banking, finance services, and insurance

    • Implementing a Data Lake (DL) in the cloud and the significance of a data lake in decision making

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l'auteur

    Prof. P. Kaliraj is the Vice-Chancellor of Bharathiar University, Coimbatore, India.

    Prof. T. Devi is the dean of faculty of research at the Department of Computer Applications, Bharathiar University, Coimbatore, India

    À propos de la quatrième de couverture

    The world today is driven by Industry 4.0, which is generating data at an uncontrolled pace. This book examines Big Data and its applications. It emphasizes how Big Data is transforming Industry 4.0. It also examines systems architectures and complementary technologies including IoT, AI, and machine learning.

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    Auerbach Publications
    Date d'édition
    2022
    Langue
    anglais
    ISBN 10 
    1032008113
    ISBN 13 
    9781032008110
    Reliure
    Relié
    Nombre de pages
    421
    Éditeur
    Kaliraj P., Devi T.
    Coordonnées du fabricant
    non disponible
    Personne responsable
    GPSR Kontakt
    gpsr@libri.de

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