Implementation of multidimensional databases in column-oriented NoSQL systems

Chevalier, Max, El Malki, Mohammed, Kopliku, Arlind, Teste, Olivier and Tournier, Ronan (2015) Implementation of multidimensional databases in column-oriented NoSQL systems. In: 19th East-European Conference on Advances in Databases and Information Systems (ADBIS).

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Abstract

NoSQL (Not Only SQL) systems are becoming popular due to known advantages such as horizontal scalability and elasticity. In this paper, we study the implementation of multidimensional data warehouses with columnoriented NoSQL systems. We define mapping rules that transform the conceptual multidimensional data model to logical column-oriented models. We consider three different logical models and we use them to instantiate data warehouses. We focus on data loading, model-to-model conversion and OLAP cuboid computation.

Item Type: Conference or Workshop Item (Paper)
Date: 2015
Uncontrolled Keywords: Big Data - Data warehouse design - Multidimensional modelling - NoSQL databases - Model transformation rules - Column-oriented NoSQL model
Subjects: H- INFORMATIQUE
Divisions: Institut de Recherche en Informatique de Toulouse
Site: UT1
Date Deposited: 01 Apr 2019 01:46
Last Modified: 01 Apr 2019 01:46
URI: http://publications.ut-capitole.fr/id/eprint/29465

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