Title :
An efficient processing element architecture for pairwise sequence alignment
Author :
Isa, M.N. ; Murad, S.A.Z. ; Ismail, R.C. ; Ahmad, Muhammad Imran ; Jambek, Asral Bahari ; Md Kamil, M.K.
Author_Institution :
Sch. of Microelectron. Eng., Univ. Malaysia Perlis, Kangar, Malaysia
Abstract :
One of the most challenging tasks in sequence alignment is its repetitive and time-consuming alignment matrix computations. Alignment matrix scores are crucial for identifying regions of homology between biological sequences. In this paper, a parametrizable and area efficient processing element (PE) architecture for performing biological sequence alignment task especially for pairwise biological sequence alignment is designed. Its corresponding PE architecture realization was prototyped on Xilinx FPGA platform. FPGA has been chosen as it able to realize an array of systolic array-based PEs. Execution of the proposed parameterizable PE architecture have been conducted and comparison results have shown that the systolic arrays with parameterizable PE has gained at least 15x speed-up as compared to the well-known SSEARCH 35 solution.
Keywords :
DNA; biology computing; field programmable gate arrays; matrix algebra; molecular biophysics; molecular configurations; systolic arrays; FPGA; SSEARCH 35 solution; Xilinx FPGA platform; alignment matrix computations; area efficient processing element architecture; homology; pairwise biological sequence alignment; parameterizable PE architecture; systolic array-based PE; Amino acids; Arrays; DNA; Field programmable gate arrays; Matrices; DNA; FPGA; Verilog HDL; pairwise sequence alignment; protein and SSEARCH 35; systolic arrays;
Conference_Titel :
Electronic Design (ICED), 2014 2nd International Conference on
Conference_Location :
Penang
DOI :
10.1109/ICED.2014.7015850