FPGA-accelerated information retrieval: high-efficiency document filtering

Vanderbauwhede, W. , Azzopardi, L. and Moadeli, M. (2009) FPGA-accelerated information retrieval: high-efficiency document filtering. In: Proceedings of 2009 International Conference on Field Programmable Logic and Applications, 2009, FPL, 2009. IEEE Computer Society: Piscataway, N.J., USA, pp. 417-422. ISBN 9781424438921 (doi:10.1109/FPL.2009.5272246)

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Abstract

Power consumption in data centres is a growing issue as the cost of the power for computation and cooling has become dominant. An emerging challenge is the development of ldquoenvironmentally friendlyrdquo systems. In this paper we present a novel application of FPGAs for the acceleration of information retrieval algorithms, specifically, filtering streams/collections of documents against topic profiles. Our results show that FPGA acceleration can result in speed-ups of up to a factor 20 for large profiles.

Item Type:Book Sections
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Status:Published
Glasgow Author(s) Enlighten ID:Azzopardi, Dr Leif and Moadeli, Mr Mahmoud and Vanderbauwhede, Professor Wim
Authors: Vanderbauwhede, W., Azzopardi, L., and Moadeli, M.
College/School:College of Science and Engineering > School of Computing Science
Publisher:IEEE Computer Society
ISBN:9781424438921
Copyright Holders:Copyright © 2009, IEEE.
First Published:First published in Proceedings of 2009 International Conference on Field Programmable Logic and Applications, 2009, FPL, 2009
Publisher Policy:Reproduced in accordance with the copyright policy of the publisher.

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Project CodeAward NoProject NamePrincipal InvestigatorFunder's NameFunder RefLead Dept
389341A novel service-based system on a chip architecture using on chip networks with smart packets and dynamically reconfigurable logicWim VanderbauwhedeEngineering & Physical Sciences Research Council (EPSRC)GR/T03239/01Computing Science