Advancing logistics 4.0 with the implementation of a big data warehouse: a demonstration case for the automotive industry

N Silva, J Barros, MY Santos, C Costa, P Cortez… - Electronics, 2021 - mdpi.com
The constant advancements in Information Technology have been the main driver of the Big
Data concept's success. With it, new concepts such as Industry 4.0 and Logistics 4.0 are …

SQL and NoSQL Databases in the Context of Industry 4.0

VF de Oliveira, MAO Pessoa, F Junqueira, PE Miyagi - Machines, 2021 - mdpi.com
The data-oriented paradigm has proven to be fundamental for the technological
transformation process that characterizes Industry 4.0 (I4. 0) so that big data and analytics is …

Self-tuning Database Systems: A Systematic Literature Review of Automatic Database Schema Design and Tuning

M Mozaffari, A Dignös, J Gamper, U Störl - ACM Computing Surveys, 2024 - dl.acm.org
Self-tuning is a feature of autonomic databases that includes the problem of automatic
schema design. It aims at providing an optimized schema that increases the overall …

Using the column oriented NoSQL model for implementing big data warehouses

K Dehdouh, F Bentayeb, O Boussaid… - Proceedings of the …, 2015 - search.proquest.com
Abstract The column-oriented Not Only SQL (NoSQL) model provides for big data the most
suitable model to the data warehouse and the structure of multidimensional data as the …

Logical design of multi-model data warehouses

S Bimonte, E Gallinucci, P Marcel, S Rizzi - Knowledge and Information …, 2023 - Springer
Multi-model DBMSs, which support different data models with a fully integrated backend,
have been shown to be beneficial to data warehouses and OLAP systems. Indeed, they can …

Automatic transformation of data warehouse schema to NoSQL data base: comparative study

R Yangui, A Nabli, F Gargouri - Procedia Computer Science, 2016 - Elsevier
Driven by the ever-growing of data from social network (SN), data warehouse (DW)
approaches must be adapted. Generally the star, snowflake or constellation models are …

MDA-based approach for NoSQL databases modelling

F Abdelhedi, A Ait Brahim, F Atigui, G Zurfluh - Big Data Analytics and …, 2017 - Springer
It is widely accepted today that relational systems are not appropriate to handle Big Data.
This has led to a new category of databases commonly known as NoSQL databases that …

Performance of nosql graph implementations of star vs. snowflake schemas

H Akid, G Frey, MB Ayed, N Lachiche - IEEE Access, 2022 - ieeexplore.ieee.org
Nowadays, the data used for decision-making come from a wide variety of sources which
are difficult to manage using relational databases. To address this problem, many …

Implementation of multidimensional databases with document-oriented NoSQL

M Chevalier, M El Malki, A Kopliku, O Teste… - Big Data Analytics and …, 2015 - Springer
Abstract NoSQL (Not Only SQL) systems are becoming popular due to known advantages
such as horizontal scalability and elasticity. In this paper, we study the implementation of …

Implementation of multidimensional databases in column-oriented NoSQL systems

M Chevalier, ME Malki, A Kopliku, O Teste… - Advances in Databases …, 2015 - Springer
Abstract NoSQL (Not Only SQL) systems are becoming popular due to known advantages
such as horizontal scalability and elasticity. In this paper, we study the implementation of …