Usage of OLAP Cubes as a Data Model for DSS
A decision support system (DSS) is a software application designed to determine suitable actions for specific organizational situations.Its main component is a data repository analyzed to produce decisions.This paper describes the data organization (Data Model) as a multi-dimensional OLAP cube with amendments for decision-making support.We present DSS functionality as building (slicing) hyper-cubes into decision sub-cubes.The system's adjustment and evolution involve changing the granularity of these sub-cubes.We discuss the merging and splitting of hyper-cubes, arguing that this functionality is adequate for creating complex, real-time DSSs for various incidents, such as cybersecurity incidents.
Authors
- Alexander Schukin (ORCID: https://orcid.org/0000-0002-9534-824X)
- Nikolai Scerbakov
- Eugenia Rezedinova (ORCID: https://orcid.org/0000-0001-6228-641X)
Institutions
- Peter the Great St. Petersburg Polytechnic University (RU)
- Graz University of Technology (AT)
Publication Details
- Published
- 2025-08-22
- DOI
- https://doi.org/10.3390/engproc2025104004
- Primary Topic
- Advanced Database Systems and Queries
- Type
- article
- Field-Weighted Citation Impact
- 0.00