Modeling and management big data in databases—A systematic literature review

D Martinez-Mosquera, R Navarrete, S Lujan-Mora - Sustainability, 2020 - mdpi.com
The work presented in this paper is motivated by the acknowledgement that a complete and
updated systematic literature review (SLR) that consolidates all the research efforts for Big …

Data modeling in the NoSQL world

P Atzeni, F Bugiotti, L Cabibbo, R Torlone - Computer Standards & …, 2020 - Elsevier
NoSQL systems have gained their popularity for many reasons, including the flexibility they
provide in organizing data, as they relax the rigidity provided by the relational model and by …

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 …

Data variety, come as you are in multi-model data warehouses

S Bimonte, E Gallinucci, P Marcel, S Rizzi - Information Systems, 2022 - Elsevier
Abstract Multi-model DBMSs (MMDBMSs) have been recently introduced to store and
seamlessly query heterogeneous data (structured, semi-structured, graph-based, etc.) in …

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 …

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 …

Modelling and implementing big data warehouses for decision support

MY Santos, B Martinho, C Costa - Journal of Management …, 2017 - Taylor & Francis
In the era of Big Data, many NoSQL databases emerged for the storage and later processing
of vast volumes of data, using data structures that can follow columnar, key-value, document …

Model driven reverse engineering of NoSQL property graph databases: The case of Neo4j

I Comyn-Wattiau, J Akoka - … Conference on Big Data (Big Data), 2017 - ieeexplore.ieee.org
Most NoSQL databases are schemaless. Although they offer some flexibility, they do not
have any knowledge of the database schema, losing the benefits provided by these …

[HTML][HTML] Evaluating the open source data containers for handling big geospatial raster data

F Hu, M Xu, J Yang, Y Liang, K Cui, MM Little… - … International Journal of …, 2018 - mdpi.com
Big geospatial raster data pose a grand challenge to data management technologies for
effective big data query and processing. To address these challenges, various big data …

Data warehousing in big data: from multidimensional to tabular data models

MY Santos, C Costa - Proceedings of the Ninth International C …, 2016 - dl.acm.org
Data warehouses are central pieces in business intelligence and analytics as these
repositories ensure proper data storage and querying, being supported by data models that …