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.

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Published
2025-08-22
DOI
https://doi.org/10.3390/engproc2025104004
Primary Topic
Advanced Database Systems and Queries
Type
article
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article

Usage of OLAP Cubes as a Data Model for DSS

Alexander Schukin, Nikolai Scerbakov, Eugenia Rezedinova
Advanced Database Systems and Queries
article

Usage of OLAP Cubes as a Data Model for DSS

Alexander Schukin, Nikolai Scerbakov, Eugenia Rezedinova
article en

Abstract

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.

Peter the Great St. Petersburg Polytechnic University (RU), Graz University of Technology (AT)
Openalex Percentile: Top 75%
Advanced Database Systems and Queries
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