Rafiki: A middleware for parameter tuning of nosql datastores for dynamic metagenomics workloads

A Mahgoub, P Wood, S Ganesh, S Mitra… - Proceedings of the 18th …, 2017 - dl.acm.org
High performance computing (HPC) applications, such as metagenomics and other big data
systems, need to store and analyze huge volumes of semi-structured data. Such …

Squerall: Virtual ontology-based access to heterogeneous and large data sources

MN Mami, D Graux, S Scerri, H Jabeen, S Auer… - The Semantic Web …, 2019 - Springer
The last two decades witnessed a remarkable evolution in terms of data formats, modalities,
and storage capabilities. Instead of having to adapt one's application needs to the, earlier …

[PDF][PDF] Data Warehouse Design for Big Data in Academia.

A Rudniy - Computers, Materials & Continua, 2022 - cdn.techscience.cn
This paper describes the process of design and construction of a data warehouse (“DW”) for
an online learning platform using three prominent technologies, Microsoft SQL Server …

IntegratingOLAP with NoSQL Databases in Big Data Environments: Systematic Mapping

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 …

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 …

Document-oriented data warehouses: Models and extended cuboids, extended cuboids in oriented document

M Chavalier, M El Malki, A Kopliku… - 2016 IEEE Tenth …, 2016 - ieeexplore.ieee.org
Within the Big Data trend, there is an increasing interest in Not-only-SQL systems (NoSQL).
These systems are promising candidates for implementing data warehouses particularly due …

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 …

[PDF][PDF] Data warehouse and big data integration

SO Salinas, ACN Lemus - Int. Journal of Comp. Sci. and Inf. Tech, 2017 - academia.edu
Big Data triggered furthered an influx of research and prospective on concepts and
processes pertaining previously to the Data Warehouse field. Some conclude that Data …

On the state of nosql benchmarks

V Reniers, D Van Landuyt, A Rafique… - … of the 8th ACM/SPEC on …, 2017 - dl.acm.org
The proliferation of Big Data systems and namely NoSQL databases has resulted in a
tremendous heterogeneity in its offerings. It has become increasingly difficult to compare …

How can we implement a multidimensional data warehouse using NoSQL?

M Chevalier, M El Malki, A Kopliku, O Teste… - … Conference, ICEIS 2015 …, 2015 - Springer
Abstract The traditional OLAP (On-Line Analytical Processing) systems store data in
relational databases. Unfortunately, it is difficult to manage big data volumes with such …