Towards the Generation of a PSM Model from a PIM Model, Integration of the MDA Approach in NoSQL Databases, the Case of Document-oriented NoSQL Platforms

Towards the Generation of a PSM Model from a PIM Model, Integration of the MDA Approach in NoSQL Databases, the Case of Document-oriented NoSQL Platforms
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© 2023 by IJETT Journal
Volume-71 Issue-5
Year of Publication : 2023
Author : Aziz Srai, Fatima Guerouate
DOI : 10.14445/22315381/IJETT-V71I5P215

How to Cite?

Aziz Srai, Fatima Guerouate, "Towards the Generation of a PSM Model from a PIM Model, Integration of the MDA Approach in NoSQL Databases, the Case of Document-oriented NoSQL Platforms," International Journal of Engineering Trends and Technology, vol. 71, no. 5, pp. 146-155, 2023. Crossref, https://doi.org/10.14445/22315381/IJETT-V71I5P215

Abstract
Model-driven engineering has allowed several significant improvements in the development of complex systems by allowing one to focus on a more abstract concern than classical programming. It is a form of generative engineering in which all or part of an application is generated from models. A model is an abstraction, a simplification of a system that is sufficient to understand the modeled system and answer the questions that arise about it. A system can be described by different related models each other. The key idea is to use as many different modeling languages as system development's chronological or technological aspects require—two major concepts of model-driven engineering, metamodeling and model transformation. Model transformation makes models operational for code generation, documentation and testing, validation, verification, execution, and so on. In the same context, the massive evolution of data has generated a new notion for the processing of these data; it is the notion of NoSQL. NoSQL databases are a new generation of databases that allow the processing and exploitation of massive data. In the work presented in this article, we will try to combine between the two, the MDA approach and NoSQL databases. We will generate a PSM model for NoSQL databases based on the document to validate the validity and applicability of the MDA approach with NoSQL models. We consider a case study of a simple class diagram sufficient to demonstrate the approach.

Keywords
Big data, MDA approach, Model programming, NoSQL, Qvt.

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