• DocumentCode
    610970
  • Title

    FAssem: FPGA Based Acceleration of De Novo Genome Assembly

  • Author

    Varma, B. Sharat Chandra ; Paul, Kolin ; Balakrishnan, Mahesh ; Lavenier, Dominique

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Delhi, New Delhi, India
  • fYear
    2013
  • fDate
    28-30 April 2013
  • Firstpage
    173
  • Lastpage
    176
  • Abstract
    Next generation sequencing technologies produce large amounts of data at very low cost. They produce short reads of DNA fragments. These fragments have many overlaps, lots of repeats and may also include sequencing errors. The assembly process involves merging these sequences to form the original sequences. In recent years many software programs have been developed for this purpose. All of them take significant amount of time to execute. Velvet is a commonly used de novo assembly program. We propose a method to reduce the overall time for assembly by using pre-processing of the short read data on FPGAs and processing its output using Velvet. We show significant speed-ups with slight or no compromise on the quality of the assembled output.
  • Keywords
    DNA; bioinformatics; field programmable gate arrays; DNA fragments; De Novo genome assembly; FAssem; FPGA-based acceleration; Velvet; assembled output quality; next generation sequencing technologies; sequencing errors; short read data preprocessing; software programs; Acceleration; Assembly; Bioinformatics; Field programmable gate arrays; Genomics; Redundancy; Software; Acceleration; Bioinformatics; FPGA; Next Generation Sequencing Assembly;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Field-Programmable Custom Computing Machines (FCCM), 2013 IEEE 21st Annual International Symposium on
  • Conference_Location
    Seattle, WA
  • Print_ISBN
    978-1-4673-6005-0
  • Type

    conf

  • DOI
    10.1109/FCCM.2013.25
  • Filename
    6546014