DocumentCode
660875
Title
Programmable Hardware Based Short Read Aligner Using Phred Quality Scores
Author
Gok, M.Y. ; Sagiroglu, M.S. ; Unsalan, C. ; Goren, Sezer
Author_Institution
Tubitak Bilgem Uekae, Kocaeli, Turkey
fYear
2013
fDate
8-14 Sept. 2013
Firstpage
864
Lastpage
867
Abstract
Smith Waterman Algorithm is a widely used tool in bioinformatics. It aligns reads to a reference in whole genome sequencing. Mapping millions of sequences reads to a reference is a computationally expensive operation. Here, accuracy and performance are two important aspects of the process. Therefore, FPGA based solutions are widely used for this problem. In this study, we try to achieve a better mapping accuracy to achieve optimum alignment using Phred Quality scores of the bases of read sequences while keeping the performance high. We offer a new Smith Waterman processing unit and systolic array based on quality scores.
Keywords
bioinformatics; data analysis; field programmable gate arrays; genomics; systolic arrays; FPGA based solution; Phred Quality scores; Smith Waterman algorithm; Smith Waterman processing unit; bioinformatics; genome sequencing; mapping accuracy; programmable hardware based short read aligner; read alignment; read sequence; sequence read mapping; systolic array; Arrays; Bioinformatics; Clocks; Field programmable gate arrays; Genomics; Sequential analysis; Standards; FPGA; Phred; alignment; genome mapping; hardware alignment; short read;
fLanguage
English
Publisher
ieee
Conference_Titel
Social Computing (SocialCom), 2013 International Conference on
Conference_Location
Alexandria, VA
Type
conf
DOI
10.1109/SocialCom.2013.130
Filename
6693427
Link To Document