• DocumentCode
    983394
  • Title

    A Special-Purpose Architecture for Solving the Breakpoint Median Problem

  • Author

    Bakos, Jason D. ; Elenis, Panormitis E.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Univ. of South Carolina, Columbia, SC
  • Volume
    16
  • Issue
    12
  • fYear
    2008
  • Firstpage
    1666
  • Lastpage
    1676
  • Abstract
    In this paper, we describe the design for a co-processor for whole-genome phylogenetic reconstruction. Our current design performs a parallelized breakpoint median computation, which is an expensive component of the overall application. When implemented on a field-programmable gate array (FPGA), our hardware breakpoint median achieves a maximum speedup of 1005times over software. When the coprocessor is used to accelerate the entire reconstruction procedure, we achieve a maximum application speedup of 417times. The results in this paper suggest that FPGA-based acceleration is a promising approach for computationally expensive phylogenetic problems, in spite of the fact that the involved algorithms are based on complex, control-dependent combinatorial optimization.
  • Keywords
    combinatorial mathematics; coprocessors; field programmable gate arrays; optimisation; combinatorial optimization; coprocessor design; field programmable gate array; hardware breakpoint median; special-purpose architecture; whole-genome phylogenetic reconstruction; Acceleration; Application software; Biology computing; Computational biology; Computer architecture; Coprocessors; Field programmable gate arrays; Hardware; Phylogeny; Signal processing algorithms; Bioinformatics; computational biology; field-programmable gate array (FPGA); phylogenetic reconstruction; reconfigurable computing;
  • fLanguage
    English
  • Journal_Title
    Very Large Scale Integration (VLSI) Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1063-8210
  • Type

    jour

  • DOI
    10.1109/TVLSI.2008.2001298
  • Filename
    4668633