• 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