Single Pass Streaming BLAST on FPGAs.
Approximate string matching is fundamental to bioinformatics and has been the subject of numerous FPGA acceleration studies. We address issues with respect to FPGA implementations of both BLAST- and dynamic-programming- (DP) based methods. Our primary contribution is a new algorithm for emulating the seeding and extension phases of BLAST. This operates in a single pass through a database at streaming rate, and with no preprocessing other than loading the query string. Moreover, it emulates parameters turned to maximum possible sensitivity with no slowdown. While current DP-based methods also operate at streaming rate, generating results can be cumbersome. We address this with a new structure for data extraction. We present results from several implementations showing order of magnitude acceleration over serial reference code. A simple extension assures compatibility with NCBI BLAST.
Herbordt
Martin C
MC
Department of Electrical and Computer Engineering, Boston University; Boston, MA 02215, Web: http://www.bu.edu/caadlab .
Model
Josh
J
Sukhwani
Bharat
B
Gu
Yongfeng
Y
Vancourt
Tom
T