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UMLtoNoSQL: Automatic Transformation of Conceptual Schema to NoSQL Databases

Abdelhedi, Fatma and Ait Brahim, Amal and Atigui, Faten and Zurfluh, Gilles UMLtoNoSQL: Automatic Transformation of Conceptual Schema to NoSQL Databases. (2017) In: 14th International Conference on computer Systems And Applications (AICCSA 2017), 30 October 2017 - 3 November 2017 (Hammamet, Tunisia).

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Official URL: http://doi.org/10.1109/AICCSA.2017.76

Abstract

Volume, Variety and Velocity are the three dimensions that have definitely changed the tools we need to store and process Big Data effectively, giving rise to NoSQL systems for faster data access, better scalability and higher flexibility. While NoSQL systems have proven their efficiency to handle Big Data, it is still an unsolved problem how the automatic storage of Big Data in NoSQL systems could be done. One solution for addressing this problem is to model Big Data, and then define mapping rules towards the physical level. This paper proposes an automatic MDA-based approach that translates conceptual models expressed using the Unified Modeling Language (UML) into NoSQL physical models. Our approach rely on an intermediate logical model compatible with column, document and graph oriented systems which allows to choose the system type that suits the best with business rules and technical constraints.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to IEEE editor. The definitive version is available at http://ieeexplore.ieee.org This papers appears in Proceedings of AICCSA 2017. Electronic ISBN: 978-1-5386-3581-0 The original PDF of the article can be found at: https://ieeexplore.ieee.org/document/8308297 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.
HAL Id:hal-01914003
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)
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Deposited By: IRIT IRIT
Deposited On:03 Oct 2018 14:58

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