DocumentCode :
3184609
Title :
Implementation of a custom hardware-accelerator for short-read mapping using Burrows-Wheeler alignment
Author :
Waidyasooriya, Hasitha Muthumala ; Hariyama, Masanori ; Kameyama, Michitaka
Author_Institution :
Grad. Sch. of Inf. Sci., Tohoku Univ., Sendai, Japan
fYear :
2013
fDate :
3-7 July 2013
Firstpage :
651
Lastpage :
654
Abstract :
The mapping of millions of short DNA fragments to a large genome is a great challenge in modern computational biology. Usually, it takes many hours or days to map a large genome using software. However, the recent progress of programmable hardware such as field programmable gate arrays (FPGAs) provides a cost effective solution to this challenge. FPGAs contain millions of programmable logic gates to design massively parallel accelerators. This paper proposes a hardware architecture to accelerate the short-read mapping using Burrows-Wheeler alignment. The speed-up of the proposed architecture is estimated to be at least 10 times compared to its equivalent software application.
Keywords :
DNA; biology computing; computer software; field programmable gate arrays; genomics; molecular biophysics; DNA fragments; FPGA; burrows-wheeler alignment; computational biology; custom hardware-accelerator; equivalent software application; field programmable gate arrays; genomics; hardware architecture; massive parallel accelerators; programmable hardware; programmable logic gates; short-read mapping; software; Bandwidth; Bioinformatics; Computer architecture; Field programmable gate arrays; Genomics; Hardware; Software; FPGA; sequence alignment; short-read mapping;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
ISSN :
1557-170X
Type :
conf
DOI :
10.1109/EMBC.2013.6609584
Filename :
6609584
Link To Document :
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