Hoppa till sidans huvudinnehåll

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

Produktinformation

  • Utgivningsdatum2019-09-17
  • Mått191 x 235 x undefined mm
  • Vikt700 g
  • FormatHäftad
  • SpråkEngelska
  • Antal sidor344
  • FörlagElsevier Science
  • ISBN9780128166499
Hoppa över listan

Du kanske också är intresserad av

Multi-Paradigm Modelling Approaches for Cyber-Physical Systems

Bedir Tekinerdogan, Dominique Blouin, Hans Vangheluwe, Miguel Goul�o, Paulo Carreira, Vasco Amaral, Miguel Goulão, The Netherlands) Tekinerdogan, Bedir (Wageningen University, Wageningen, France) Blouin, Dominique (Department of Computer Science and Networks, Telecom Paris, Institut Polytechnique de Paris, Belgium) Vangheluwe, Hans (Department of Computer Science, University of Antwerp and Flanders Make, Portugal) Goulao, Miguel (Department of Computer Science and NOVA LINCS, School of Science and Technology, NOVA University of Lisbon, Portugal) Carreira, Paulo (Department of Computer Science and Engineering and INESC-ID, Instituto Superior Tecnico, University of Lisbon, Porto Salvo, Portugal) Amaral, Vasco (Associate professor, Department of Computer Science and NOVA LINCS, School of Science and Technology, NOVA University of Lisbon

Häftad

1 869 kr

Software Quality Assurance

Ivan Mistrik, Richard M Soley, Nour Ali, John Grundy, Bedir Tekinerdogan, Germany) Mistrik, Ivan (Systems Engineering Researcher/Consultant, Heidelberg, US) Soley, Richard M (Chairman and Chief Executive Officer of OMG ®, UK) Ali, Nour (Senior Lecturer, University of Brighton, Australia) Grundy, John (Pro Vice-Chancellor — ICT Innovation & Translation and Professor of Software Engineering, School of Information Technology, Faculty of Science Engineering<br>& Built Environment, Deakin University, The Netherlands) Tekinerdogan, Bedir (Wageningen University, Wageningen, Richard M. Soley, Richard Soley

Häftad

1 489 kr

Management and Engineering of Critical Infrastructures

Bedir Tekinerdogan, Mehmet Aksit, Cagatay Catal, William Hurst, Tarek AlSkaif, The Netherlands) Tekinerdogan, Bedir (Wageningen University, Wageningen, Turkey) Aksit, Mehmet (Full Professor, Department of Engineering, TOBB University of Economics and Technology, Ankora, Qatar) Catal, Cagatay (Professor of Computer Science, Qatar University, Doha, The Netherlands) Hurst, William (Assistant Professor in Data Science, Information Technology Group, Wageningen University and Research, The Netherlands) AlSkaif, Tarek (Assistant Professor with Tenure-track, Information Technology Group (INF), Wageningen University and Research (WUR)

Häftad

1 819 kr