Toward Automatic Generation of Column-Oriented NoSQL Databases in Big Data Context

Authors

  • Redouane Esbai Mohammed First University
  • Fouad Elotmani Mohammed First University
  • Fatima Zahra Belkadi Mohammed First University

DOI:

https://doi.org/10.3991/ijoe.v15i09.10433

Keywords:

SQL relational database, NoSQL, MDA, The transformation rules, Big Data, CQL

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.

Author Biography

Redouane Esbai, Mohammed First University

teaches the concept of Information System at Mohammed 1 University. He got his thesis of national doctorate in 2012. He got a degree of an engineer in Computer Sciences from the National School of Applied Sciences at Oujda. He received his M.Sc. degree in New Information and Communication Technologies from the faculty of sciences and Techniques at Sidi Mohamed Ben Abdellah University. His activities of research in the MASI Laboratory (Applied Mathematics and Information System) focusing on MDA (Model Driven Architecture) integrating new technologies XML, Spring, Struts, GWT, etc.

Downloads

Published

2019-06-14

How to Cite

Esbai, R., Elotmani, F., & Belkadi, F. Z. (2019). Toward Automatic Generation of Column-Oriented NoSQL Databases in Big Data Context. International Journal of Online and Biomedical Engineering (iJOE), 15(09), pp. 4–16. https://doi.org/10.3991/ijoe.v15i09.10433

Issue

Vol. 15 No. 09 (2019)

Section

Papers

License

The submitting author warrants that the submission is original and that she/he is the author of the submission together with the named co-authors; to the extend the submission incorporates text passages, figures, data or other material from the work of others, the submitting author has obtained any necessary permission.
Articles in this journal are published under the Creative Commons Attribution Licence (CC-BY What does this mean?). This is to get more legal certainty about what readers can do with published articles, and thus a wider dissemination and archiving, which in turn makes publishing with this journal more valuable for you, the authors.
By submitting an article the author grants to this journal the non-exclusive right to publish it. The author retains the copyright and the publishing rights for his article without any restrictions.