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Digital
Systems Modelling and Management : First International Conference, ICSMM 2020, Bergen, Norway, June 25–26, 2020, Proceedings
Authors: --- ---
ISBN: 9783030581671 Year: 2020 Publisher: Cham Springer International Publishing

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Abstract

This book constitutes the refereed proceedings of the First International Conference on Systems Modelling and Management, ICSMM 2020, planned to be held in Bergen, Norway, in June 2020. Due to the COVID-19 pandemic the conference did not take place physically or virtually. The 10 full papers and 3 short papers were thoroughly reviewed and selected from 19 qualified submissions. The papers are organized according to the following topical sections: verification and validation; applications; methods, techniques and tools.


Book
Proceedings of the 21st ACM/IEEE International Conference on Model Driven Engineering Languages and Systems : Companion Proceedings
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Year: 2018 Publisher: New York : ACM,

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This year's edition provides an opportunity for the modeling community to further advance the foundations of modeling, and come up with innovative applications of modeling in emerging areas of cyber-physical systems, embedded systems, socio-technical systems, cloud computing, big data, security, open source, and sustainability.


Book
Model management and analytics for large scale systems
Authors: --- --- --- ---
ISBN: 9780128166505 0128166509 9780128166499 0128166495 Year: 2020 Publisher: London, United Kingdom

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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 analytics Explores basic theory and background, current research topics, related challenges and the research directions for model management and analytics Provides 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


Book
Systems Modelling and Management
Authors: --- --- ---
ISBN: 9783030581671 Year: 2020 Publisher: Cham Springer International Publishing :Imprint: Springer

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