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Analysis Framework for Reduced Data Warehouse

Ravat, Franck and Song, Jiefu and Teste, Olivier Analysis Framework for Reduced Data Warehouse. (2015) In: 11e Journées Francophones sur les Entrepôts de Données et l'Analyse en ligne (EDA 2015), 2 April 2015 - 3 April 2015 (Bruxelles, Belgium).

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Official URL: http://editions-rnti.fr/?inprocid=1002128

Abstract

Our aim is to define a framework supporting analysis in MDW with reductions. Firstly, we describe a modeling solution for reduced MDW. A schema of reduced MDW is composed of states. Each state is defined as a star schema composed of one fact and its related dimensions valid for a certain period of time. Secondly, we present a multi-state analysis framework. Extensions of classical drilldown and rollup operators are defined to support multi-states analyses. Finally we present a prototype of our framework aiming to prove the feasibility of concept. By implementing our extended operators, the prototype automatically generates appropriate SQL queries over metadata and reduced data.

Item Type:Conference or Workshop Item (Paper)
Additional Information:This papers appears in EDA 2015, volume RNTI-B-11 ISBN 978-270569072-4 The original PDF is available at: http://editions-rnti.fr/?inprocid=1002128
HAL Id:hal-01360874
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited By: IRIT IRIT
Deposited On:08 Jul 2016 10:46

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