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ProDA: An End-to-End Wavelet-Based OLAP System for Massive Datasets.

Authors :
Shahabi, Cyrus
Jahangiri, Mehrdad
Banaei-Kashani, Farnoush
Source :
Computer (00189162). Apr2008, Vol. 41 Issue 4, p69-77. 9p. 5 Diagrams.
Publication Year :
2008

Abstract

The article describes a system that employs wavelets to support exact, approximate, and progressive online analytical processing (OLAP) queries on large multidimensional datasets, while keeping update costs relatively low. OLAP tools support a range of complex analytical queries, unlike traditional databases. Meanwhile, progressive data analysis system (ProDA) supports a wide range of analytical queries while also being able to handle massive datasets. The authors used ProDA to analyze real-world data applications.

Details

Language :
English
ISSN :
00189162
Volume :
41
Issue :
4
Database :
Academic Search Index
Journal :
Computer (00189162)
Publication Type :
Academic Journal
Accession number :
31912725
Full Text :
https://doi.org/10.1109/MC.2008.130