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
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