OATAO - Open Archive Toulouse Archive Ouverte Open Access Week

MDA-based approach for NoSQL Databases Modelling

Abdelhedi, Fatma and Ait Brahim, Amal and Atigui, Faten and Zurfluh, Gilles MDA-based approach for NoSQL Databases Modelling. (2017) In: 19th International Conference on Big Data Analytics and Knowledge Discovery (DaWaK 2017), 28 August 2017 - 31 August 2017 (Lyon, France).

[img]
Preview
(Document in English)

PDF (Author's version) - Requires a PDF viewer such as GSview, Xpdf or Adobe Acrobat Reader
643kB

Official URL: https://doi.org/10.1007/978-3-319-64283-3_7

Abstract

It is widely accepted today that relational systems are not appropriate to handle Big Data. This has led to a new category of databases commonly known as NoSQL databases that were created in response to the needs for better scalability, higher flexibility and faster data access. These systems have proven their efficiency to store and query Big Data. Unfortunately, only few works have presented approaches to implement conceptual models describing Big Da-ta in NoSQL systems. This paper proposes an automatic MDA-based approach that provides a set of transformations, formalized with the QVT language, to translate UML conceptual models into NoSQL models. In our approach, we build an intermediate logical model compatible with column, document and graph oriented systems. The advantage of using a unified logical model is that this model remains stable, even though the NoSQL system evolves over time which simplifies the transformation process and saves developers efforts and time.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 10440 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-64282-6 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-64283-3_7
HAL Id:hal-01873732
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Other partners > Conservatoire National des Arts et Métiers - CNAM (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Trimane (FRANCE)
Laboratory name:
Statistics:download
Deposited By: IRIT IRIT
Deposited On:20 Jun 2018 12:42

Repository Staff Only: item control page