Towards a multi-model approach to support user-driven extensibility in data warehouses: agro-ecology case study
| hal.structure.identifier | Technologies et systèmes d'information pour les agrosystèmes [UR TSCF] | |
| dc.contributor.author | COULIBALY, Fagnine Alassane | |
| hal.structure.identifier | Technologies et systèmes d'information pour les agrosystèmes [UR TSCF] | |
| dc.contributor.author | BIMONTE, Sandro | |
| hal.structure.identifier | Dipartimento di Scienze dell'Informazione [Bologna] [DISI] | |
| hal.structure.identifier | Alma Mater Studiorum Università di Bologna = University of Bologna [UNIBO] | |
| dc.contributor.author | RIZZI, Stefano | |
| hal.structure.identifier | Biologie du fruit et pathologie [BFP] | |
| dc.contributor.author | MALEMBIC-MAHER, Sylvie | |
| hal.structure.identifier | Santé et agroécologie du vignoble [UMR SAVE] | |
| dc.contributor.author | FABRE, Frédéric | |
| dc.contributor.editor | EDBT/ICDT 2023 Workshops Chairs and Workshops Proceedings Chairs | |
| dc.date.issued | 2023 | |
| dc.date.conference | 2023-03-28 | |
| dc.description.abstractEn | Information systems have evolved into complex data platforms supporting end-to-end data-intensive needs, aimed at coping with the different V's that characterize Big Data. In particular, multi-model databases (MMDBs) have been proposed to natively support storing and querying data in different (schemaless) models, so as to better handle Variety. In this work we envision a new data warehouse architecture in which an MMDB is used to enable on-the-fly user-driven extensions of multidimensional cubes with additional data, while ensuring support to variable and complex data and keeping the impact on ETL low. After proposing the architecture with the aid of a case study on the management of emerging plant disease, we discuss the main associated open issues. | |
| dc.description.sponsorship | Building epidemiological surveillance and prophylaxis with observations both near and distant - ANR-20-PCPA-0002 | |
| dc.language.iso | en | |
| dc.rights.uri | http://creativecommons.org/licenses/by/ | |
| dc.source.title | CEUR Workshop Proceedings | |
| dc.subject | Entrepôt de Données | |
| dc.subject | Base de données multi-modèle | |
| dc.subject | OLAP | |
| dc.subject | Données massives | |
| dc.subject.en | Data Warehouses | |
| dc.subject.en | Multi-model databases | |
| dc.subject.en | OLAP | |
| dc.subject.en | Big Data | |
| dc.title.en | Towards a multi-model approach to support user-driven extensibility in data warehouses: agro-ecology case study | |
| dc.type | Communication dans un congrès | |
| dc.subject.hal | Informatique [cs] | |
| bordeaux.volume | 3379 | |
| bordeaux.conference.title | 2nd International Workshop on Data Platform Design, Management, and Optimization (DataPlat 2023) | |
| bordeaux.country | GR | |
| bordeaux.title.proceeding | CEUR Workshop Proceedings | |
| bordeaux.conference.city | Ioannina | |
| bordeaux.peerReviewed | oui | |
| hal.identifier | hal-04175641 | |
| hal.version | 1 | |
| hal.invited | non | |
| hal.proceedings | non | |
| hal.conference.end | 2023-03-28 | |
| hal.popular | non | |
| hal.audience | Internationale | |
| hal.origin.link | https://hal.archives-ouvertes.fr//hal-04175641v1 | |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.btitle=CEUR%20Workshop%20Proceedings&rft.date=2023&rft.volume=3379&rft.au=COULIBALY,%20Fagnine%20Alassane&BIMONTE,%20Sandro&RIZZI,%20Stefano&MALEMBIC-MAHER,%20Sylvie&FABRE,%20Fr%C3%A9d%C3%A9ric&rft.genre=unknown |
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