Cube query answering via the results of previous cube queries

Panos Vassiliadis

Summary

In this paper, we come with a model for multidimensional spaces with hierarchically structured dimensions in several layers of abstractions, data cubes and cube queries. The model serves as the basis to offer the main contribution of this paper which includes a theorem and an algorithm for being able to decide and facilitate the computation of the contents of a new cube query from a previous one, defined at a different level of abstraction.

Texts

Panos Vassiliadis. Cube query answering via the results of previous cube queries. 25th International Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2023), March 28, 2023, Ioannina, Greece.
Local copy of the paper (PDF) [CEUR-WS proceedings]

Panos Vassiliadis. A Cube Algebra with Comparative Operations: Containment, Overlap, Distance and Usability, arXiv, doi: 10.48550/ARXIV.2203.09390, 2022. Available at https://arxiv.org/abs/2203.09390. (Long version of the paper at arxiv)

Presentations

Plz., refer to our OLAP III page for a general overview of our research program.
  • A presentation of the paper (PDF)
  • A 18' video presentation is available as a youtube video.