Web-oriented business intelligence solution based on Associative Query Logic

In this paper we present our experience in the development of a web‐based business intelligence tool according to the Associative Query Logic paradigm, which can represent large amounts of data in a way that allows extremely fast queries. It has been developed as an open‐source, multi‐platform softw...

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Bibliographic Details
Published in:Software, practice & experience practice & experience, 2010-08, Vol.40 (9), p.779-796
Main Authors: Sendín-Raña, P., Rodríguez-Fernández, E., González-Castaño, F. J., Costa-Montenegro, E., Rodríguez-Hernández, P. S., Pousada-Carballo, J. M., Burguillo-Rial, J. C.
Format: Article
Language:English
Subjects:
Associative
Associative Query Logic
Business
business intelligence
Computer programs
data clouds
Intelligence
Logic
Query processing
Software
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Summary:In this paper we present our experience in the development of a web‐based business intelligence tool according to the Associative Query Logic paradigm, which can represent large amounts of data in a way that allows extremely fast queries. It has been developed as an open‐source, multi‐platform software, relying on data compression techniques for the storage of large amounts of data in the main memory. The performance of our solution in terms of compression, load time and response time is close to that of the commercial tool of reference, QlikView. Moreover, we provide solutions to some open problems in QlikView published description, which may be beneficial to assist in the development of other open or proprietary tools. Copyright © 2010 John Wiley & Sons, Ltd.
ISSN:0038-0644
1097-024X
1097-024X
DOI:10.1002/spe.980