DocumentCode
3516554
Title
Integrated accelerator architecture for DNA sequences alignment with enhanced traceback phase
Author
Sebastião, Nuno ; Dias, Tiago ; Roma, Nuno ; Flores, Paulo
Author_Institution
INESC-ID, IST-TU Lisbon, Lisbon, Portugal
fYear
2010
fDate
June 28 2010-July 2 2010
Firstpage
16
Lastpage
23
Abstract
Dynamic programming algorithms are widely used to find the optimal sequence alignment between any two DNA sequences. This paper presents an innovative technique to significantly reduce the computation time and memory space requirements of the traceback phase of the Smith-Waterman algorithm, together with a flexible and scalable hardware architecture to accelerate the overall procedure. The results obtained from an implementation using a Virtex-4 FPGA showed that the proposed technique is feasible and is able to provide a significant speedup. For the considered test sequences, a speedup of about 6000 was obtained.
Keywords
Arrays; DNA; Hardware; Heuristic algorithms; Matrices; Microprocessors; DNA; Hardware Accelerator; Local Sequence Alignment; Traceback;
fLanguage
English
Publisher
ieee
Conference_Titel
High Performance Computing and Simulation (HPCS), 2010 International Conference on
Conference_Location
Caen, France
Print_ISBN
978-1-4244-6827-0
Type
conf
DOI
10.1109/HPCS.2010.5547154
Filename
5547154
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