• DocumentCode
    189919
  • Title

    Biological sequence alignments: A review of hardware accelerators and a new PE computing strategy

  • Author

    Isa, M.N. ; Ahmad, Muhammad Imran ; Murad, S.A.Z. ; Ismail, R.C. ; Benkrid, Khaled

  • Author_Institution
    Sch. of Microelectron. Eng., Univ. Malaysia Perlis, Pauh Putra, Malaysia
  • fYear
    2014
  • fDate
    14-16 April 2014
  • Firstpage
    39
  • Lastpage
    44
  • Abstract
    One of the most challenging tasks in sequence alignment is its repetitive and time-consuming alignment matrix computations. In addition, performing sequence alignment in hardware, i.e. FPGA requires more hardware resources as the number of processing elements is replicated to increase performance throughput. This paper first reviews the existing FPGA-based biological sequence alignment core architectures and then proposed an efficient scheduling strategy, the so-called overlap computation and configuration (OCC) towards realizing optimized biological sequence alignment core architecture targeting for pairwise sequence alignment. In this research work, double buffering-based core architecture have been proposed and implemented on Xilinx Virtex-5 FPGA. Results have shown that this approach gained more than 10K times speed-up as compared to the GPP solution.
  • Keywords
    field programmable gate arrays; logic design; optimisation; search problems; FPGA-based biological sequence alignment core architectures; GPP solution; OCC; PE computing strategy; Xilinx Virtex-5 FPGA; alignment matrix computations; double buffering-based core architecture; hardware accelerators; hardware resources; optimized biological sequence alignment core architecture; overlap computation and configuration; pairwise sequence alignment; performance throughput; processing elements; scheduling strategy; Amino acids; Computer architecture; Databases; Field programmable gate arrays; Hardware; Matrices; FPGA; pairwise sequence alignment and bio-marker; systolic arrays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Region 10 Symposium, 2014 IEEE
  • Conference_Location
    Kuala Lumpur
  • Print_ISBN
    978-1-4799-2028-0
  • Type

    conf

  • DOI
    10.1109/TENCONSpring.2014.6862994
  • Filename
    6862994