Integrating OLAP with NoSQL Databases in Big Data Environments: Systematic Map**

D Martinez-Mosquera, R Navarrete… - Big Data and Cognitive …, 2024 - mdpi.com
The growing importance of data analytics is leading to a shift in data management strategy
at many companies, moving away from simple data storage towards adopting Online …

From Big Data to business analytics: The case study of churn prediction

E Zdravevski, P Lameski, C Apanowicz, D Ślȩzak - Applied Soft Computing, 2020 - Elsevier
The success of companies hugely depends on how well they can analyze the available data
and extract meaningful knowledge. The Extract-Transform-Load (ETL) process is …

Performance evaluation of query response time in the document stored nosql database

R Gunawan, A Rahmatulloh… - 2019 16th International …, 2019 - ieeexplore.ieee.org
NoSQL Database is one solution that can be used to store large amounts of data and have
an excellent performance during the reading and writing process. Analysis of data with large …

Extracting OLAP cubes from document-oriented NoSQL database based on parallel similarity algorithms

F Davardoost, AB Sangar… - Canadian Journal of …, 2020 - ieeexplore.ieee.org
Today, the relational database is not suitable for data management due to the large variety
and volume of data which are mostly untrusted. Therefore, NoSQL has attracted the attention …

Scalable model views over heterogeneous modeling technologies and resources

H Bruneliere, FM de Kerchove, G Daniel… - Software and Systems …, 2020 - Springer
When engineering complex systems, models are typically used to represent various systems
aspects. These models are often heterogeneous in terms of modeling languages …

Multidimensional Modelling in NoSQL Database: A Systematic Review

LM Ferreira, SN Alves-Souza… - 2023 18th Iberian …, 2023 - ieeexplore.ieee.org
NoSQL Database Manager Systems (DBMS) are an alternative to analytical systems and
have been used in this regard. As analytical systems often use data multidimensional …

Haery: a Hadoop based query system on accumulative and high-dimensional data model for big data

J Song, HY He, R Thomas, Y Bao… - IEEE transactions on …, 2019 - ieeexplore.ieee.org
Column-oriented stores, known for their scalability and flexibility, are a common NoSQL
database implementation and are increasingly used in big data management. In column …

An innovative model for extracting olap cubes from nosql database based on scalable naïve bayes classifier

F Davardoost, A Babazadeh Sangar… - Mathematical …, 2022 - Wiley Online Library
Due to unstructured and large amounts of data, relational databases are no longer suitable
for data management. As a result, new databases known as NOSQL have been introduced …

[PDF][PDF] NOSOLAP: Moving from Data Warehouse Requirements to NoSQL Databases.

D Prakash - ENASE, 2019 - scitepress.org
Typical data warehouse systems are implemented either on a relational database or on a
multi-dimensional database. While the former supports ROLAP operations the latter …

Logical unified modeling for NoSQL databases

F Abdelhedi, AA Brahim, F Atigui… - … Conference on Enterprise …, 2017 - hal.science
NoSQL data stores are becoming widely used to handle Big Data; these systems operate on
schema-less data model enabling users to incorporate new data into their applications …