Model Management and Analytics for Large Scale Systems

By: and and and and

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Synopsis
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.Identifies key problems and offers solution approaches and tools that have been developed or are necessary for model management and analyticsExplores basic theory and background, current research topics, related challenges and the research directions for model management and analyticsProvides a complete overview of model management and analytics frameworks, the different types of analytics (descriptive, diagnostics, predictive and prescriptive), the required modelling and method steps, and important future directions
Copyright:
2020

Book Details

Book Quality:
Publisher Quality
Book Size:
344 Pages
ISBN-13:
9780128166505
Related ISBNs:
9780128166499
Publisher:
Elsevier Science
Date of Addition:
Copyrighted By:
Elsevier Science & Technology
Adult content:
No
Language:
English
Has Image Descriptions:
No
Categories:
Nonfiction, Computers and Internet, Business and Finance, Technology
Submitted By:
Bookshare Staff
Usage Restrictions:
This is a copyrighted book.
Edited by:
Mehmet Aksit
Edited by:
Mark van den Brand
Edited by:
Loek Cleophas
Edited by:
Önder Babur
Edited by:
Bedir Tekinerdogan

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