DocumentCode :
3533539
Title :
FPGA-accelerated Information Retrieval: High-efficiency document filtering
Author :
Vanderbauwhede, W. ; Azzopardi, L. ; Moadeli, M.
Author_Institution :
Dept. of Comput. Sci., Univ. of Glasgow, Glasgow, UK
fYear :
2009
fDate :
Aug. 31 2009-Sept. 2 2009
Firstpage :
417
Lastpage :
422
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.
Keywords :
computer centres; document handling; field programmable gate arrays; information filtering; FPGA; data centres; document filtering; environmentally friendly systems; information retrieval; power consumption; Acceleration; Blades; Cooling; Costs; Energy consumption; Field programmable gate arrays; Filtering algorithms; Information filtering; Information filters; Information retrieval;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Field Programmable Logic and Applications, 2009. FPL 2009. International Conference on
Conference_Location :
Prague
ISSN :
1946-1488
Print_ISBN :
978-1-4244-3892-1
Type :
conf
DOI :
10.1109/FPL.2009.5272246
Filename :
5272246
Link To Document :
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