Building OLAP Data Analytics by Storing Path-Enumeration Keys Into Sorted Sets of Key-Value Store Databases

Provided by: IARIA
Topic: Data Management
Format: PDF
In this paper, a novel approach that allows the retrieval of OLAP analytics by means of storing multidimensional data in key-value databases is described and evaluated. The proposed mechanism relies on generated keys based on the path-enumeration model built upon a tree representation of a relational database. Each key represents a combination of OLAP dimension labels and is inserted into a key-value sorted set where its associated values are the metrics of interest, i.e., the OLAP facts.

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