[HTML][HTML] Database management system performance comparisons: A systematic literature review

T Taipalus - Journal of Systems and Software, 2024 - Elsevier
Efficiency has been a pivotal aspect of the software industry since its inception, as a system
that serves the end-user fast, and the service provider cost-efficiently benefits all parties. A …

Geospatial big data: Survey and challenges

J Wu, W Gan, HC Chao… - IEEE Journal of Selected …, 2024 - ieeexplore.ieee.org
In recent years, geospatial big data (GBD) has obtained attention across various disciplines,
categorized into big Earth observation data and big human behavior data. Identifying …

[HTML][HTML] State-of-the-art geospatial information processing in NoSQL databases

D Guo, E Onstein - ISPRS International Journal of Geo-Information, 2020 - mdpi.com
Geospatial information has been indispensable for many application fields, including traffic
planning, urban planning, and energy management. Geospatial data are mainly stored in …

Prescriptive graph analytics on the digital transformation in healthcare through user-generated content

E Cano-Marin, M Mora-Cantallops… - Annals of Operations …, 2023 - Springer
As they swiftly evolve and become widely adopted, new technologies are fundamentally
transforming the landscape of business models. Digital transformation has become a top …

Enabling spatial digital twins: Technologies, challenges, and future research directions

ME Ali, MA Cheema, T Hashem, A Ulhaq… - PFG–Journal of …, 2024 - Springer
Abstract A Digital Twin (DT) is a virtual replica of a physical object or system, created to
monitor, analyze, and optimize its behavior and characteristics. A Spatial Digital Twin (SDT) …

A new approach based on ELK stack for the analysis and visualisation of geo-referenced sensor data

TTT Ngo, D Sarramia, MA Kang, F Pinet - SN Computer Science, 2023 - Springer
This paper examines the use of Elasticsearch for data warehousing and analyses of geo-
referenced sensor data. Elasticsearch has several advantages compared to its direct …

The comparison of processing efficiency of spatial data for PostGIS and MongoDB databases

D Bartoszewski, A Piorkowski, M Lupa - International Conference: Beyond …, 2019 - Springer
This paper presents the issue of geographic data storage in NoSQL databases. The authors
present the performance investigation of the non-relational database MongoDB with its built …

A comparative experimental study of distributed storage engines for big spatial data processing using GeoSpark

H Shin, K Lee, HY Kwon - The Journal of supercomputing, 2022 - Springer
With increasing numbers of GPS-equipped mobile devices, we are witnessing a deluge of
spatial information that needs to be effectively and efficiently managed. Even though there …

Parallel algorithm for improving the performance of spatial queries in SQL: The use cases of SQLite/SpatiaLite and PostgreSQL/PostGIS databases

M Ilba - Computers & Geosciences, 2021 - Elsevier
This paper proposes an open-source algorithm that performs parallel processing of spatial
queries, during which an initial selection of objects to be subjected to spatial relationship …

Recommending database architectures for social queries: A Twitter case study

M Marountas, G Drakopoulos, P Mylonas… - … conference on artificial …, 2021 - Springer
Database deployment is a complex task depending on a multitude of operational
parameters such as anticipated data scaling trends, expected type and volume of queries …