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Towards Automatic Generation of NoSQL Document-Oriented Models

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.
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Submitted on : Tuesday, September 24, 2019 - 10:37:15 AM
Last modification on : Wednesday, September 28, 2022 - 5:51:11 AM
Long-term archiving on: : Sunday, February 9, 2020 - 5:36:56 PM


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  • HAL Id : hal-02295340, version 1
  • OATAO : 22433


Fatma Abdelhedi, Amal Ait Brahim, Faten Atigui, Gilles Zurfluh. Towards Automatic Generation of NoSQL Document-Oriented Models. 24yh International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2018), Jul 2018, Las Vegas, Nevada, United States. pp.47-53. ⟨hal-02295340⟩



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