• DocumentCode
    2744787
  • Title

    Development of Novel Data Compression Technique for Accelerate DNA Sequence Alignment Based on Smith–Waterman Algorithm

  • Author

    Junid, S. A M Al ; Haron, M.A. ; Majid, Z. Abd ; Halim, A.K. ; Osman, F.N. ; Hashim, H.

  • Author_Institution
    Fac. of Electr. Eng., Univ. Technol. MARA (UiTM), Shah Alam, Malaysia
  • fYear
    2009
  • fDate
    25-27 Nov. 2009
  • Firstpage
    181
  • Lastpage
    186
  • Abstract
    This paper presents the development of high performance accelerating technique for DNA sequences alignment. The scope of the paper focuses on speed optimization and memory reduction of the existing technique on initialization module. The novel development of the optimization using data compression technique for accelerates the Smith-Waterman (SW) algorithm has been revealed through this paper. This technique has been implemented on hardware based acceleration device. The development is targeted to Altera Cyclone II 2C70 FPGA and using 50 MHz oscillator. The code is written in verilog HDL syntax using Quartus 2 version 7.2 and the simulation is verified using Quartus 2 version 7.2 simulator tool. The theoretical analysis and simulation result based on implementation of the design using FPGA are presented and well organized in this paper. The comparative study based on theoretical and simulation results of this technique has been made to accomplish result of analysis. The compilation result for data compression technique development of SW algorithm consisting of 73 logic elements with 93.75% reduction in memory space requirement.
  • Keywords
    DNA; biology computing; biomedical electronics; data compression; field programmable gate arrays; hardware description languages; Altera Cyclone II 2C70 FPGA; Quartus 2 version 7.2 simulator tool; Smith-Waterman algorithm; accelerate DNA sequence alignment; data compression technique; hardware based acceleration device; high performance accelerating technique; initialization module; memory reduction; memory space requirement; speed optimization; verilog HDL syntax; Acceleration; Analytical models; Cyclones; DNA; Data compression; Field programmable gate arrays; Hardware design languages; Logic; Oscillators; Sequences; DNA sequence alignment; Data Compression; FPGA; Smith-Waterman algorithm; bioinformatic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Modeling and Simulation, 2009. EMS '09. Third UKSim European Symposium on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-5345-0
  • Electronic_ISBN
    978-0-7695-3886-0
  • Type

    conf

  • DOI
    10.1109/EMS.2009.93
  • Filename
    5358799