loading
Papers

Research.Publish.Connect.

Paper

Authors: Amal Brahim ; Rabah Ferhat and Gilles Zurfluh

Affiliation: Toulouse Institute of Computer Science Research (IRIT), Toulouse Capitole University, Toulouse and France

ISBN: 978-989-758-372-8

Keyword(s): Big Data, NoSQL, Model Extraction, Schema Less, MDA, QVT.

Abstract: In recent years, the need to use NoSQL systems to store and exploit big data has been steadily increasing. Most of these systems are characterized by the property "schema less" which means absence of the data model when creating a database. This property brings an undeniable flexibility by allowing the evolution of the model during the exploitation of the base. However, query expression requires a precise knowledge of the data model. In this article, we propose a process to automatically extract the physical model from a document-oriented NoSQL database. To do this, we use the Model Driven Architecture (MDA) that provides a formal framework for automatic model transformation. From a NoSQL database, we propose formal transformation rules with QVT to generate the physical model. An experimentation of the extraction process was performed on the case of a medical application.

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 34.204.168.57

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Brahim, A.; Ferhat, R. and Zurfluh, G. (2019). MDA Process to Extract the Data Model from Document-oriented NoSQL Database.In Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-372-8, pages 141-148. DOI: 10.5220/0007676201410148

@conference{iceis19,
author={Amal Ait Brahim. and Rabah Tighilt Ferhat. and Gilles Zurfluh.},
title={MDA Process to Extract the Data Model from Document-oriented NoSQL Database},
booktitle={Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2019},
pages={141-148},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007676201410148},
isbn={978-989-758-372-8},
}

TY - CONF

JO - Proceedings of the 21st International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - MDA Process to Extract the Data Model from Document-oriented NoSQL Database
SN - 978-989-758-372-8
AU - Brahim, A.
AU - Ferhat, R.
AU - Zurfluh, G.
PY - 2019
SP - 141
EP - 148
DO - 10.5220/0007676201410148

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.