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Authors: Leandro Mendes Ferreira 1 ; Solange Nice Alves-Souza 1 and Luciana Maria da Silva 2 ; 3

Affiliations: 1 Departamento de Engenharia de Computação e Sistemas Digitais (PCS), Universidade de São Paulo (USP), Brazil ; 2 Centro de Estudos de Petróleo (CEPETRO), University of Campinas (Unicamp), Brazil ; 3 Department of Mathematical Sciences, Durham University, U.K.

Keyword(s): NoSQL, Multidimensional Modelling, Data Modelling, Database Query Processing and Optimisation (Theory).

Abstract: NoSQL Database Management Systems (DBMS) can be an alternative for analytical systems and have been used in this regard. As analytical systems often use multidimensional data modelling, which was created for relational databases, a new logical data modelling is necessary for NoSQL Column-Oriented Databases. We developed logical modelling (Startable) and applied NoSQL oriented to the family of columns. Furthermore, a logical model for the application of Startable modelling is presented in this research and a benchmark where the performance of the proposed modelling is demonstrated compared to traditional approaches to multidimensional modelling.

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Paper citation in several formats:
Ferreira, L.; Alves-Souza, S. and Maria da Silva, L. (2022). Startable: Multidimensional Modelling for Column-Oriented NoSQL. In Proceedings of the 11th International Conference on Data Science, Technology and Applications - DATA; ISBN 978-989-758-583-8; ISSN 2184-285X, SciTePress, pages 21-30. DOI: 10.5220/0011142100003269

@conference{data22,
author={Leandro Mendes Ferreira. and Solange Nice Alves{-}Souza. and Luciana {Maria da Silva}.},
title={Startable: Multidimensional Modelling for Column-Oriented NoSQL},
booktitle={Proceedings of the 11th International Conference on Data Science, Technology and Applications - DATA},
year={2022},
pages={21-30},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011142100003269},
isbn={978-989-758-583-8},
issn={2184-285X},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Data Science, Technology and Applications - DATA
TI - Startable: Multidimensional Modelling for Column-Oriented NoSQL
SN - 978-989-758-583-8
IS - 2184-285X
AU - Ferreira, L.
AU - Alves-Souza, S.
AU - Maria da Silva, L.
PY - 2022
SP - 21
EP - 30
DO - 10.5220/0011142100003269
PB - SciTePress

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