A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

Benoit Combemale; Jorg Andreas Kienzle; Gunter Mussbacher; Hyacinth Ali; Daniel Amyot; Mojtaba Bagherzadeh; Edouard Batot; Nelly Bencomo; Benjamin Benni; Jean Michel Bruel; Jordi Cabot; Betty H.C. Cheng; Philippe Collet; Gregor Engels; Robert Heinrich; Jean Marc Jezequel; Anne Koziolek; Sebastien Mosser; Ralf Reussner; Houari Sahraoui; Rijul Saini; June Sallou; Serge Stinckwich; Eugene Syriani; Manuel Wimmer

doi:10.1109/MS.2020.2995125

A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

Benoit Combemale
, Jorg Andreas Kienzle
, Gunter Mussbacher
, Hyacinth Ali
, Daniel Amyot
, Mojtaba Bagherzadeh
, Edouard Batot
, Nelly Bencomo
, Benjamin Benni
, Jean Michel Bruel
, Jordi Cabot
, Betty H.C. Cheng
, Philippe Collet
, Gregor Engels
, Robert Heinrich
, Jean Marc Jezequel
, Anne Koziolek
, Sebastien Mosser
, Ralf Reussner
, Houari Sahraoui

Rijul Saini, June Sallou, Serge Stinckwich, Eugene Syriani, Manuel Wimmer

Universite de Rennes 1
McGill University
University of Ottawa
Queen's University, Kingston
University of Montréal
INPHYNI
IRIT
Institució Catalana de Recerca i Estudis Avançats
Michigan State University
Laboratoire D'informatique Signaux et Systèmes de Sophia-Antipolis
Universität Paderborn
Karlsruher Institut für Technologie
IRISA
Université du Québec à Montréal
Géosciences Rennes
United Nations University Institute in Macau
Johannes Kepler University Linz

Research output: Contribution to journal › Article › peer-review

41 Citations (SciVal)

28 Downloads (Pure)

Abstract

The models and data framework demystifies the different roles that models and data play in software development and operation and clarifies where machine learning and artificial intelligence techniques could be used.

Original language	English
Article number	9094197
Pages (from-to)	71-84
Number of pages	14
Journal	IEEE Software
Volume	38
Issue number	4
Early online date	15 May 2020
DOIs	https://doi.org/10.1109/MS.2020.2995125
Publication status	Published - 1 Jul 2021

Bibliographical note

© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.

Keywords

Data models
Mathematical model
Numerical models
Predictive models
Sociotechnical systems
Software
Unified modeling language

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10.1109/MS.2020.2995125

A Hitchhiker’s Guide to Model-Driven Engineering for Data-Centric Systems
© 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Accepted author manuscript, 237 KB

Cite this

Combemale, B., Kienzle, J. A., Mussbacher, G., Ali, H., Amyot, D., Bagherzadeh, M., Batot, E., Bencomo, N., Benni, B., Bruel, J. M., Cabot, J., Cheng, B. H. C., Collet, P., Engels, G., Heinrich, R., Jezequel, J. M., Koziolek, A., Mosser, S., Reussner, R., ... Wimmer, M. (2021). A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems. IEEE Software, 38(4), 71-84. Article 9094197. https://doi.org/10.1109/MS.2020.2995125

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Combemale, B, Kienzle, JA, Mussbacher, G, Ali, H, Amyot, D, Bagherzadeh, M, Batot, E, Bencomo, N, Benni, B, Bruel, JM, Cabot, J, Cheng, BHC, Collet, P, Engels, G, Heinrich, R, Jezequel, JM, Koziolek, A, Mosser, S, Reussner, R, Sahraoui, H, Saini, R, Sallou, J, Stinckwich, S, Syriani, E & Wimmer, M 2021, 'A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems', IEEE Software, vol. 38, no. 4, 9094197, pp. 71-84. https://doi.org/10.1109/MS.2020.2995125

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AU - Bagherzadeh, Mojtaba

AU - Batot, Edouard

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AU - Heinrich, Robert

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AU - Koziolek, Anne

AU - Mosser, Sebastien

AU - Reussner, Ralf

AU - Sahraoui, Houari

AU - Saini, Rijul

AU - Sallou, June

AU - Stinckwich, Serge

AU - Syriani, Eugene

AU - Wimmer, Manuel

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KW - Sociotechnical systems

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A Hitchhiker's Guide to Model-Driven Engineering for Data-Centric Systems

Abstract

Bibliographical note

Keywords

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