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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: | 02 Apr 2021 15:59 |
| URI: | https://publications.ut-capitole.fr/id/eprint/29465 |
