An efficient processing element architecture for pairwise sequence alignment

M. N. Isa, S. Murad, R. C. Ismail, M. I. Ahmad, A. B. Jambek, M. K. Md Kamil
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引用次数: 3

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.
一种有效的成对序列比对处理单元体系结构
序列比对中最具挑战性的任务之一是其重复性和耗时的比对矩阵计算。比对矩阵分数对于识别生物序列之间的同源区域至关重要。本文设计了一种可参数化的、面积高效的处理单元(PE)结构,用于生物序列比对任务,特别是生物序列成对比对任务。在Xilinx FPGA平台上对其相应的PE架构实现进行了原型设计。之所以选择FPGA,是因为它能够实现一组基于收缩阵列的pe。对所提出的可参数化PE架构进行了执行,对比结果表明,与众所周知的SSEARCH 35解决方案相比,具有可参数化PE的收缩阵列获得了至少15倍的速度提升。
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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