• DocumentCode
    660875
  • Title

    Programmable Hardware Based Short Read Aligner Using Phred Quality Scores

  • Author

    Gok, M.Y. ; Sagiroglu, M.S. ; Unsalan, C. ; Goren, Sezer

  • Author_Institution
    Tubitak Bilgem Uekae, Kocaeli, Turkey
  • fYear
    2013
  • fDate
    8-14 Sept. 2013
  • Firstpage
    864
  • Lastpage
    867
  • Abstract
    Smith Waterman Algorithm is a widely used tool in bioinformatics. It aligns reads to a reference in whole genome sequencing. Mapping millions of sequences reads to a reference is a computationally expensive operation. Here, accuracy and performance are two important aspects of the process. Therefore, FPGA based solutions are widely used for this problem. In this study, we try to achieve a better mapping accuracy to achieve optimum alignment using Phred Quality scores of the bases of read sequences while keeping the performance high. We offer a new Smith Waterman processing unit and systolic array based on quality scores.
  • Keywords
    bioinformatics; data analysis; field programmable gate arrays; genomics; systolic arrays; FPGA based solution; Phred Quality scores; Smith Waterman algorithm; Smith Waterman processing unit; bioinformatics; genome sequencing; mapping accuracy; programmable hardware based short read aligner; read alignment; read sequence; sequence read mapping; systolic array; Arrays; Bioinformatics; Clocks; Field programmable gate arrays; Genomics; Sequential analysis; Standards; FPGA; Phred; alignment; genome mapping; hardware alignment; short read;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Social Computing (SocialCom), 2013 International Conference on
  • Conference_Location
    Alexandria, VA
  • Type

    conf

  • DOI
    10.1109/SocialCom.2013.130
  • Filename
    6693427