Semantic lifecycle desing for data storage and manioulation systems

Data Warehouses (DWs) become essential components for companies and organizations.DWdesign field has been actively researched in recent years. The main limitation of the proposedapproaches is the lack of an overall vision covering the DW design cycle. Our main contributionin this thesis is to propose a method adapted to recent evolutions of the DW design cycle,and covering all its phases. These evolutions have given rise to new data storage models andnew deployment architectures, which offers different design choices for designers and administrators.DW literature recognizes the importance of user requirements in the design process, andthe importance of accessing and representing data semantics. We propose an ontology drivendesign method that valorizes users’ requirements by providing them a persistent view in theDW structure. This view allows anticipating diverse design tasks and simulating different designchoices. Our second proposal revisits the design cycle by executing the ETL phase (extractiontransformation-loading of data) in the conceptual stage. This proposal allows a deployment à lacarte of the DW using the different deployment platforms available.

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Source https://theses.hal.science/tel-00926657
Author Khouri, Selma
Maintainer CCSD
Last Updated May 7, 2026, 13:41 (UTC)
Created May 7, 2026, 13:41 (UTC)
Identifier NNT: 2013ESMA0016
Language fr
Rights https://about.hal.science/hal-authorisation-v1/
contributor Laboratoire d'informatique et d'automatique pour les systèmes [EA 6315] (LIAS [Poitiers]) ; Université de Poitiers = University of Poitiers (UP)-École Nationale Supérieure de Mécanique et d’Aérotechnique [Poitiers] (ISAE-ENSMA)
creator Khouri, Selma
date 2013-10-12T00:00:00
harvest_object_id ec1a50f2-b208-4872-bd10-a4439023d8c2
harvest_source_id 3374d638-d20b-4672-ba96-a23232d55657
harvest_source_title test moissonnage SELUNE
metadata_modified 2026-04-27T00:00:00
set_spec type:THESE