Startable: Multidimensional Modelling for Column-Oriented NoSQL

被引：0
|
作者：
Ferreira, Leandro Mendes [1 ]
Alves-Souza, Solange Nice [1 ]
da Silva, Luciana Maria [2 ,3 ]
机构：
[1] Univ Sao Paulo, Dept Engn Comp & Sistemas Digitais PCS, Sao Paulo, Brazil
[2] Univ Durham, Dept Math Sci, Durham, England
[3] Univ Estadual Campinas, UNICAMP, Ctr Estudos Petr CEPETRO, Campinas, Brazil
来源：
PROCEEDINGS OF THE 11TH INTERNATIONAL CONFERENCE ON DATA SCIENCE, TECHNOLOGY AND APPLICATIONS (DATA) | 2022年
关键词：
NoSQL; Multidimensional Modelling; Data Modelling; Database Query Processing and Optimisation (Theory);
D O I：
10.5220/0011142100003269
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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.
引用
收藏
页码：21 / 30
页数：10
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