DocumentCode
610970
Title
FAssem: FPGA Based Acceleration of De Novo Genome Assembly
Author
Varma, B. Sharat Chandra ; Paul, Kolin ; Balakrishnan, Mahesh ; Lavenier, Dominique
Author_Institution
Dept. of Comput. Sci. & Eng., Indian Inst. of Technol. Delhi, New Delhi, India
fYear
2013
fDate
28-30 April 2013
Firstpage
173
Lastpage
176
Abstract
Next generation sequencing technologies produce large amounts of data at very low cost. They produce short reads of DNA fragments. These fragments have many overlaps, lots of repeats and may also include sequencing errors. The assembly process involves merging these sequences to form the original sequences. In recent years many software programs have been developed for this purpose. All of them take significant amount of time to execute. Velvet is a commonly used de novo assembly program. We propose a method to reduce the overall time for assembly by using pre-processing of the short read data on FPGAs and processing its output using Velvet. We show significant speed-ups with slight or no compromise on the quality of the assembled output.
Keywords
DNA; bioinformatics; field programmable gate arrays; DNA fragments; De Novo genome assembly; FAssem; FPGA-based acceleration; Velvet; assembled output quality; next generation sequencing technologies; sequencing errors; short read data preprocessing; software programs; Acceleration; Assembly; Bioinformatics; Field programmable gate arrays; Genomics; Redundancy; Software; Acceleration; Bioinformatics; FPGA; Next Generation Sequencing Assembly;
fLanguage
English
Publisher
ieee
Conference_Titel
Field-Programmable Custom Computing Machines (FCCM), 2013 IEEE 21st Annual International Symposium on
Conference_Location
Seattle, WA
Print_ISBN
978-1-4673-6005-0
Type
conf
DOI
10.1109/FCCM.2013.25
Filename
6546014
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