The data cube can be compressed, but traditional compression techniques do not render it queriable, as they compress and decompress reasonably large blocks and ...

Jul 6, 2001 · Those data cubes are used for exploration, with operations such as roll-up, drill-down, slice and dice. The data cubes can become very large, ...

The data cube can be compressed, but traditional compression techniques do not render it queriable, as they compress and decompress reasonably large blocks and ...

In this paper we present the QuantiCubes technique, which packs reduced fixed0width representations of the individual cells to compress the data cube as much as ...

PDF | Data warehouses typically store a multidimensional fact representation of the data that can be used in any type of analysis. Many applications.

This paper uses the QuantiCubes compression strategy that replaces the data cube by a smaller representation while maintaining full queriability and random ...

The main idea of this scheme is to compress multidimensional array by using CRS method. In this scheme multidimensional data which is represented as a set of ...

Madeira proposed a data cube compression strategy called QuantiCubes, which uses a fixed-width compression coding to compress the data cube values. Condensed ...

We propose a new cube compression technique that is based on modeling the statistical structure of the data. By estimating the probability density of the data, ...

Data is represented as datacubes in openEO, which are multi-dimensional arrays with additional information about their dimensionality.