High Performance Systolic Array Core Architecture Design for DNA Sequencer

Author:

Saiful Nurdin Dayana,Md. Isa Mohd. Nazrin,Che Ismail Rizalafande,Imran Ahmad Muhammad

Abstract

This paper presents a high performance systolic array (SA) core architecture design for Deoxyribonucleic Acid (DNA) sequencer. The core implements the affine gap penalty score Smith-Waterman (SW) algorithm. This time-consuming local alignment algorithm guarantees optimal alignment between DNA sequences, but it requires quadratic computation time when performed on standard desktop computers. The use of linear SA decreases the time complexity from quadratic to linear. In addition, with the exponential growth of DNA databases, the SA architecture is used to overcome the timing issue. In this work, the SW algorithm has been captured using Verilog Hardware Description Language (HDL) and simulated using Xilinx ISIM simulator. The proposed design has been implemented in Xilinx Virtex -6 Field Programmable Gate Array (FPGA) and improved in the core area by 90% reduction.

Publisher

EDP Sciences

Subject

General Medicine

Reference24 articles.

1. Crick F.H.C., “The Structure of DNA.” Dept. of Biological Syst., The Cavendish Laboratory, Cambridge, England, Tech. Rep.

2. Hoang D.T.. “FPGA Implementation of Systolic Sequence Alignment,” in International Workshop on Field Programmable Logic and Applications, Vienna, Austria, 1992.

3. Hoang D.T., “Searching genetic databases on Splash 2”, in Proceedings of the IEEE Workshop on FPGAs for Custom Computing Machines, 1993, pp. 185–191.

4. Hasan L., Khawaja Y.M., Bais A., “A Systolic Array Architecture for The Smith–Waterman Algorithm With High Performance Cell Design”, in Proceedings of IADIS European Conference on Data Mining, Amsterdam, The Netherlands, Jul., 2008.

5. (2015, Feb. 5). Congressional Justification FY 2015. Retrieved September 24, 2016 from https://www.nlm.nih.gov/about/2015CJ.html.

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