Top

Published in:

2024 | OriginalPaper | Chapter

Critical Overview of Model Driven Engineering

Authors : Yahya El Gaoual, Mohamed Hanine

Published in: Innovations in Smart Cities Applications Volume 7

Publisher: Springer Nature Switzerland

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

Model-driven engineering (MDE) is gaining favor as a method for creating complex software systems that is both effective and efficient. MDE places a strong focus on using models to represent the various facets of a software system. These models serve as the foundation for creating executable code. Even though MDE has proved effective in some situations, there are still difficulties with the method, such as the difficulty of modeling specific system components and the expense of maintaining the models as a project grows. In this article, we provide a critical analysis of MDE and discuss how it may develop in the future in terms of several concepts. We first consider the drawbacks of conventional MDE methods before looking at alternative remedies that could improve model precision and automate some components of the paradigm. The analysis that was done briefly demonstrates the possible advantages of incorporating AI techniques in order to enhance the MDE process.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

previous chapter A Comparative Analysis of Memory-Based and Model-Based Collaborative Filtering on Recommender System Implementation

next chapter A Synthesis on Machine Learning for Credit Scoring: A Technical Guide

Voelter, M., et al.: DSL engineering-designing, implementing and using domain-specific languages (2013)

Truyen, F.: The fast guide to model driven architecture the basics of model driven architecture. Cephas Consulting Corp (2006)

Hanine, M., Lachgar, M., Elmahfoudi, S., Boutkhoum, O.: MDA approach for designing and developing data warehouses: a systematic review and proposal. Int. J. Onl. Biomed. Eng. 17(10), 99 (2021)

Greenfield, J., Short, K.: Software factories: assembling applications with patterns, models, frameworks and tools. In: Companion of the 18th Annual ACM SIGPLAN Conference on Object-oriented Programming, Systems, Languages, and Applications, pp. 16–27 (2003)

Ludewig, J.: Models in software engineering-an introduction. Softw. Syst. Model. 2, 5–14 (2003)CrossRef

OMG: MetaObject Facility | Object Management Group. www.omg.org/mof/. Accessed 13 May 2023

Rodrigues da Silva, A.: Model-driven engineering: a survey supported by the unified conceptual model. Comput. Lang. Syst. Struct. 43, 139–155 (2015). https://doi.org/10.1016/j.cl.2015.06.001

France, R., Rumpe, B.: Model-driven development of complex software: a research roadmap. In: Future of Software Engineering (FOSE 2007). IEEE (2007)

McUmber, W.E., Cheng, B.H.: A general framework for formalizing UML with formal languages. In: Proceedings of the 23rd International Conference on Software Engineering (ICSE 2001), pp. 433–442. IEEE (2001)

10.

Berenbach, B.: The evaluation of large, complex UML analysis and design models. In: Proceedings of the 26th International Conference on Software Engineering, pp. 232–241. IEEE (2004)

11.

Cheng, B.H.C., Stephenson, R., Berenbach, B.: Lessons learned from automated analysis of industrial UML class models (an experience report). In: Briand, L., Williams, C. (eds.) Model Driven Engineering Languages and Systems, pp. 324–338. Springer, Heidelberg (2005). https://doi.org/10.1007/11557432_24

12.

Briand, L.C., Labiche, Y., O’Sullivan, L.: Impact analysis and change management of UML models. In: Proceedings of the International Conference on Software Maintenance, 2003, pp. 256–265. ICSM (2003). ISSN:1063–6773

13.

Kurtev, I.: State of the art of QVT: a model transformation language standard. In: Schurr, A., Nagl, M., Zundorf, A. (eds.) Applications of Graph Transformations with Industrial Relevance. AGTIVE 2007. LNCS, vol. 5088, pp. 377–393. Springer, Heidelberg (2008). https://doi.org/10.1007/978-3-540-89020-1_26

14.

Hildebrandt, S., et al.: A survey of triple graph grammar tools. In: Electronic Communications of the EASST 57 (2013)

15.

Balog, M., Gaunt, A.L., Brockschmidt, M., Nowozin, S., Tarlow, D.: Deepcoder: learning to write programs. arXiv preprint arXiv:1611.01989 (2016)

Title: Critical Overview of Model Driven Engineering
Authors: Yahya El Gaoual
Mohamed Hanine
Publisher: Springer Nature Switzerland
Book: Innovations in Smart Cities Applications Volume 7
Print ISBN: 978-3-031-54375-3

Electronic ISBN: 978-3-031-54376-0

Copyright Year: 2024
DOI: https://doi.org/10.1007/978-3-031-54376-0_8

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Premium Partner