Model Management and Analytics for Large Scale Systems covers the use of models and related artefacts (such as metamodels and model transformations) as central elements for tackling the complexity of building systems and managing data. With their increased use across diverse settings, the complexity, size, multiplicity and variety of those artefacts has increased. Originally developed for software engineering, these approaches can now be used to simplify the analytics of large-scale models and automate complex data analysis processes. Those in the field of data science will gain novel insights on the topic of model analytics that go beyond both model-based development and data analytics.
This book is aimed at both researchers and practitioners who are interested in model-based development and the analytics of large-scale models, ranging from big data management and analytics, to enterprise domains. The book could also be used in graduate courses on model development, data analytics and data management.
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Alexandru Mihai Grumezescu is a lecturer in the Department of Science and Engineering of Oxide Materials and Nanomaterials, at the Faculty of Applied Chemistry and Materials Science, Politehnica University of Bucharest, Romania. He is an experienced researcher and published editor in the field of nano and biostructures. He is the editor-in-chief of two international open access journals: Biointerface Research in Applied Chemistry, Letters and Applied NanoBioScience. Dr. Grumezescu has published more than 200 peer-reviewed papers, authored nine books, and has served as an editor for more than 50 scholarly books.
Alina-Maria Holban is a lecturer in Microbiology and Immunology, at the Faculty of Biology, University of Bucharest; and associate researcher at the University Politehnica of Bucharest, Romania. Her primary area of research is the development of bionanomaterials with antimicrobial applications. Dr. Holban has published 75 papers in peer-reviewed journals, 42 conference/symposia proceedings, and has edited more than 21 edited books.
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