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Towards Automatic Generation of NoSQL Document-Oriented Models

Abdelhedi, Fatma and Ait Brahim, Amal and Atigui, Faten and Zurfluh, Gilles Towards Automatic Generation of NoSQL Document-Oriented Models. (2018) In: 24yh International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2018), 30 July 2018 - 2 August 2018 (Las Vegas, Nevada, United States).

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Official URL: https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/PDP3263.pdf

Abstract

The growth of application architectures in all areas (e.g. Astrology, Meteorology, E-commerce, social network, etc.) has resulted in an exponential increase in data volumes, now measured in Petabytes. Managing these volumes of data has become a problem that relational databases are no longer able to handle because of the acidity properties. In response to this scaling up, new concepts have emerged such as NoSQL. In this paper, we show how to design and apply transformation rules to migrate from an SQL relational database to a Big Data solution within NoSQL. For this, we use the Model Driven Architecture (MDA) and the transformation languages like as MOF 2.0 QVT (Meta-Object Facility 2.0 Query-View-Transformation) and Acceleo which define the meta-models for the development of transformation model. The transformation rules defined in this work can generate, from the class diagram, a CQL code for creation column-oriented NoSQL database.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to CSREA Press, USA. This papers appears in Proceedings of the 24th International Conference on Parallel and Distributed Processing Techniques and Applications ISBN: 1-60132-487-1 The definitive version is available at: https://csce.ucmss.com/cr/books/2018/LFS/CSREA2018/PDP3263.pdf
HAL Id:hal-02295340
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 - Toulouse INP (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (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 On:20 Sep 2019 10:12

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