High speed DNA sequencing accelerator using FPGA

S. A. Al Junid, Z. A. Majid, A. Halim
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引用次数: 11

Abstract

This paper presents the development of High Speed DNA sequencing accelerator based on Smith-Waterman algorithm using FPGA. The scope of the paper focuses on speed optimization with parallelism. Smith-Waterman algorithm is sensitive algorithm used for procedure of DNA sequence alignments in computational molecular biology. As the number of sequence database increase exponentially, it affects the performance of Smith-Waterman algorithm in general purpose computer. Therefore, several techniques have been developed in order to speed up the crucial sequence comparison processes. Hence, optimization technique which used parallelism approach has been utilized. Moreover, the technique, which was previously used in cluster computing, has been exploited and implemented on FPGA technology. The potential of FPGA's implementation is vast in term of cost reduction, faster speed and parallelism. The design has been described using Verilog HDL and target to Altera Cyclone II 2C70. In this paper we introduce the new technique of DNA sequencing algorithm with 10 based pair DNA sequences been aligned at single clock cycle. The result of compilation consisting of 821 logic elements with total cell delay 10.472 ns and total interconnect delays 17.592 ns.
基于FPGA的高速DNA测序加速器
本文介绍了基于Smith-Waterman算法的高速DNA测序加速器的FPGA开发。本文的研究范围主要集中在并行的速度优化上。Smith-Waterman算法是计算分子生物学中用于DNA序列比对的敏感算法。序列数据库数量呈指数级增长,影响了Smith-Waterman算法在通用计算机上的性能。因此,为了加快关键序列比较过程,已经开发了几种技术。因此,采用并行方法的优化技术得到了应用。此外,先前用于集群计算的技术已经在FPGA技术上得到了开发和实现。FPGA的实现在降低成本,更快的速度和并行性方面具有巨大的潜力。该设计采用Verilog HDL语言,以Altera Cyclone II 2C70为目标。本文介绍了在单个时钟周期内对10个碱基对DNA序列进行比对的DNA测序新技术。编译结果由821个逻辑单元组成,单元总延迟10.472 ns,互连总延迟17.592 ns。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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