• DocumentCode
    3184609
  • Title

    Implementation of a custom hardware-accelerator for short-read mapping using Burrows-Wheeler alignment

  • Author

    Waidyasooriya, Hasitha Muthumala ; Hariyama, Masanori ; Kameyama, Michitaka

  • Author_Institution
    Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
  • fYear
    2013
  • fDate
    3-7 July 2013
  • Firstpage
    651
  • Lastpage
    654
  • Abstract
    The mapping of millions of short DNA fragments to a large genome is a great challenge in modern computational biology. Usually, it takes many hours or days to map a large genome using software. However, the recent progress of programmable hardware such as field programmable gate arrays (FPGAs) provides a cost effective solution to this challenge. FPGAs contain millions of programmable logic gates to design massively parallel accelerators. This paper proposes a hardware architecture to accelerate the short-read mapping using Burrows-Wheeler alignment. The speed-up of the proposed architecture is estimated to be at least 10 times compared to its equivalent software application.
  • Keywords
    DNA; biology computing; computer software; field programmable gate arrays; genomics; molecular biophysics; DNA fragments; FPGA; burrows-wheeler alignment; computational biology; custom hardware-accelerator; equivalent software application; field programmable gate arrays; genomics; hardware architecture; massive parallel accelerators; programmable hardware; programmable logic gates; short-read mapping; software; Bandwidth; Bioinformatics; Computer architecture; Field programmable gate arrays; Genomics; Hardware; Software; FPGA; sequence alignment; short-read mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
  • Conference_Location
    Osaka
  • ISSN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/EMBC.2013.6609584
  • Filename
    6609584