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
fDate :
June 28 2010-July 2 2010
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;
Conference_Titel :
High Performance Computing and Simulation (HPCS), 2010 International Conference on
Conference_Location :
Caen, France
Print_ISBN :
978-1-4244-6827-0
DOI :
10.1109/HPCS.2010.5547154