Array databases: Concepts, standards, implementations

P Baumann, D Misev, V Merticariu, BP Huu - Journal of Big Data, 2021 - Springer
Multi-dimensional arrays (also known as raster data or gridded data) play a key role in
many, if not all science and engineering domains where they typically represent spatio …

The architecture of SciDB

M Stonebraker, P Brown, A Poliakov… - … OR, USA, July 20-22, 2011 …, 2011 - Springer
SciDB is an open-source analytical database oriented toward the data management needs
of scientists. As such it mixes statistical and linear algebra operations with data management …

SciDB: A database management system for applications with complex analytics

M Stonebraker, P Brown, D Zhang… - Computing in Science & …, 2013 - ieeexplore.ieee.org
SciDB: A Database Management System for Applications with Complex Analytics Page 1 54 This
arTicle has been peer-reviewed. COMPUTING IN SCIENCE & ENGINEERING S CIENCE D ATA …

Major technical advancements in apache hive

Y Huai, A Chauhan, A Gates, G Hagleitner… - Proceedings of the …, 2014 - dl.acm.org
Apache Hive is a widely used data warehouse system for Apache Hadoop, and has been
adopted by many organizations for various big data analytics applications. Closely working …

Multidimensional arrays for analysing geoscientific data

M Lu, M Appel, E Pebesma - ISPRS International Journal of Geo …, 2018 - mdpi.com
Geographic data is growing in size and variety, which calls for big data management tools
and analysis methods. To efficiently integrate information from high dimensional data, this …

M2bench: A database benchmark for multi-model analytic workloads

B Kim, K Koo, U Enkhbat, S Kim, J Kim… - Proceedings of the VLDB …, 2022 - dl.acm.org
As the world becomes increasingly data-centric, the tasks dealt with by a database
management system (DBMS) become more complex and diverse. Compared with traditional …

A survey on array storage, query languages, and systems

F Rusu, Y Cheng - arxiv preprint arxiv:1302.0103, 2013 - arxiv.org
Since scientific investigation is one of the most important providers of massive amounts of
ordered data, there is a renewed interest in array data processing in the context of Big Data …

Similarity join over array data

W Zhao, F Rusu, B Dong, K Wu - Proceedings of the 2016 International …, 2016 - dl.acm.org
Scientific applications are generating an ever-increasing volume of multi-dimensional data
that are largely processed inside distributed array databases and frameworks. Similarity join …

Array DBMS: Past, present, and (near) future

RAR Zalipynis - Proceedings of the VLDB Endowment, 2021 - dl.acm.org
Array DBMSs strive to be the best systems for managing, processing, and even visualizing
big Nd arrays. The last decade blossomed with R&D in array DBMS, making it a young and …

Multidimensional array data management

F Rusu - Foundations and Trends® in Databases, 2023 - nowpublishers.com
Multidimensional arrays are a fundamental abstraction to represent data across scientific
domains ranging from astronomy to genetics, medicine, business intelligence, and …