The power of a model-driven approach to handle evolving Data Warehouse requirements

Taktak, Saïd, Alshomrani, Saleh, Feki, Jamel and Zurfluh, Gilles (2017) The power of a model-driven approach to handle evolving Data Warehouse requirements. In: 5th International Conference on Model-Driven Engineering and Software Development (MODELSWARD 2017), 19 - 21 February 2017, Porto, Portugal.

[img]
Preview
Text
Download (2MB) | Preview
Official URL: http://oatao.univ-toulouse.fr/19063/

Abstract

The Data Warehouse (DW) is characterized by complex architecture, specific modeling and design approaches. It integrates data issued from operational data sources in order to meet decision-makers’ needs by providing answers for OLAP queries (On-Line Analytical Processing). In practice, both data source models and decision-makers’ analytical requirements evolve over time and, therefore, lead to changes in the DW multidimensional model. In this evolving context, we have developed the DWE (Data Warehouse Evolution) framework. DWE automatically propagates the changes of the data source data-model on the DW data-model. This paper proposes a model-driven approach for extending DWE in order to consider a further related evolutionary aspect: The evolution of decision-makers’ needs. It deals with the propagation of these evolutions on the DW multidimensional model. This approach relies on a classification of evolution scenarios and a set of transformation rules for the identification of evolut ion operations to apply on the DW.

Item Type: Conference or Workshop Item (Paper)
Language: English
Date: 2017
Additional Information: http://www.scitepress.org/DigitalLibrary/Link.aspx?doi=10.5220/0006209001690181
Uncontrolled Keywords: Data warehouse - Evolution modeling - OLAP requirements - MDA - M2M - M2T
Subjects: H- INFORMATIQUE
Divisions: Institut de Recherche en Informatique de Toulouse
Site: UT1
Date Deposited: 17 Apr 2019 11:41
Last Modified: 17 Apr 2019 11:41
URI: http://publications.ut-capitole.fr/id/eprint/28741

Actions (login required)

View Item View Item

Downloads

Downloads per month over past year