• DocumentCode
    1655931
  • Title

    Parallel architecture and hardware implementation of pre-processor and post-processor for sequence assembly

  • Author

    Yuan-Hsiang Kuo ; Chun-Shen Liu ; Yu-Cheng Li ; Yi-Chang Lu

  • Author_Institution
    Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
  • fYear
    2013
  • Firstpage
    1158
  • Lastpage
    1161
  • Abstract
    In current DNA sequence assembly flows, a time-consuming pre-processing routine is usually executed to remove low quality data for smaller problem sizes and better final results. The step usually takes 25%~90% of the total computation time. To speed up the process, based on the characteristics of DNA data, we propose to use digital processing hardware, with parallel and pipeline capabilities, to accelerate the pre-processing step. In our FPGA implementation, the computing speed can be improved up to 2,700 folds. With similar design concepts, we also implement a post-processor to convert assembly results from color space to base space whenever the step is necessary. Both designs enable faster sequence assembly, which will greatly benefit the research in genomics and related fields.
  • Keywords
    DNA; field programmable gate arrays; genomics; parallel architectures; pipeline processing; DNA sequence assembly; FPGA; color space; digital processing hardware; genomics; parallel architecture; post-processor; preprocessor; Assembly; Bioinformatics; Computer architecture; Filtering theory; Genomics; Hardware; Image color analysis; Bioinformatics; data pre-processing; digital integrated circuits; parallel processing; pipeline processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
  • Conference_Location
    Vancouver, BC
  • ISSN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2013.6637832
  • Filename
    6637832