Multi-paradigm modeling for cyber–physical systems: A systematic mapping review

Autor: Ivan Ruchkin, Raheleh Eslampanah, Letitia W. Li, Hana Mkaouar, Moharram Challenger, Ankica Barisic, Dušan Savić, Antonio Cicchetti, Oksana Nikiforova, Dominique Blouin, Mustafa Abshir Mohamed, Rima Al-Ali
Přispěvatelé: Logical Time for Formal Embedded System Design (KAIROS), Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)-COMmunications, Réseaux, systèmes Embarqués et Distribués (Laboratoire I3S - COMRED), Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), Université Nice Sophia Antipolis (... - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (... - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis (I3S), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA), University of Pennsylvania [Philadelphia], Faculty of Organizational Sciences (FOS), University of Belgrade [Belgrade], Department of Applied Mathematics and Institute of Theoretical Computer Science (Charles University), Charles University [Prague] (CU), Laboratoire Traitement et Communication de l'Information (LTCI), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris, Universiteit Antwerpen [Antwerpen], Riga Technical University, Mälardalen University College, Mälardalen University (MDH), Université Nice Sophia Antipolis (1965 - 2019) (UNS), COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-COMUE Université Côte d'Azur (2015-2019) (COMUE UCA)-Centre National de la Recherche Scientifique (CNRS)-Université Côte d'Azur (UCA)-Université Nice Sophia Antipolis (1965 - 2019) (UNS), University of Pennsylvania, Ege university, Universiteit Antwerpen = University of Antwerpen [Antwerpen], Institut Polytechnique de Paris (IP Paris), Département Informatique et Réseaux (INFRES), Télécom ParisTech, Autonomic and Critical Embedded Systems (ACES), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris-Institut Mines-Télécom [Paris] (IMT)-Télécom Paris
Rok vydání: 2022
Předmět:
Zdroj: Journal of systems and software
Journal of Systems and Software
Journal of Systems and Software, Elsevier, 2021, ⟨10.1016/j.jss.2021.111081⟩
Journal of Systems and Software, 2021, ⟨10.1016/j.jss.2021.111081⟩
ISSN: 0164-1212
DOI: 10.1016/j.jss.2021.111081
Popis: International audience; Cyber-Physical Systems (CPS) are heterogeneous and require cross-domain expertise to model. The complexity of these systems leads to questions about prevalent modeling approaches, their ability to integrate heterogeneous models, and their relevance to the application domains and stakeholders. The methodology for Multi-Paradigm Modeling (MPM) of CPS is not yet fully established and standardized, and researchers apply existing methods for modeling of complex systems and introducing their own. No systematic review has been previously performed to create an overview of the field on the methods used for MPM of CPS. In this paper, we present a systematic mapping study that determines the models, formalisms, and development processes used over the last decade. Additionally, to determine the knowledge necessary for developing CPS, our review studied the background of actors involved in modeling and authors of surveyed studies. The results of the survey show a tendency to reuse multiple existing formalisms and their associated paradigms, in addition to a tendency towards applying transformations between models. These findings suggest that MPM is becoming a more popular approach to model CPS, and highlight the importance of future integration of models, standardization of development process and education.
Databáze: OpenAIRE
Externí odkaz: