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