Introduction to model management and analytics

Önder Babur, Bedir Tekinerdogan, Loek G.W.A. Cleophas, Mark G.J. van den Brand, Mehmet Aksit

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureHoofdstukAcademic

Samenvatting

Model management and analytics (MMA) aims to use models and related artifacts to derive relevant information to support decision making processes of organizations. Various different models as well as analytics approaches could be identified. In addition, MMA systems will have different requirements and as such apply different architecture design configurations. In this chapter we will discuss the key concepts related to MMA by referring also to existing data analytics approaches. We present and discuss the current key data analytics reference architectures in the literature and the key requirements for MMA. Subsequently, we provide the reference architecture of MMA using multiple architecture viewpoints. We illustrate the framework using a real-world example.
Originele taal-2Engels
TitelModel Management and Analytics for Large Scale Systems
UitgeverijElsevier
Hoofdstuk1
Pagina's3-11
Aantal pagina's9
ISBN van elektronische versie9780128166505
ISBN van geprinte versie9780128166499
DOI's
StatusGepubliceerd - 17 sep 2019

Vingerafdruk Duik in de onderzoeksthema's van 'Introduction to model management and analytics'. Samen vormen ze een unieke vingerafdruk.

  • Citeer dit

    Babur, Ö., Tekinerdogan, B., Cleophas, L. G. W. A., van den Brand, M. G. J., & Aksit, M. (2019). Introduction to model management and analytics. In Model Management and Analytics for Large Scale Systems (blz. 3-11). Elsevier. https://doi.org/10.1016/B978-0-12-816649-9.00009-0