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A way for accelerating DNA sequences reconstruction problem based on CUDA

机译:一种基于CUDA的加速DNA序列重建问题的方法

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Traditionally, shotgun for DNA sequences alignment is one of the main method of bioinformatics. It is used to break a long DNA sequence into small fragments. This paper introduces a new method to improve the efficiency of DNA sequence reconstruction after shotgun method using construction suffix array based on CUDA programming model. The experimental results show the construction of suffix array using GPU is an more efficient approach on Intel(R) Core(TM) i3-3110K quad-core and NVIDIA GeForce 610M GPU. Consequently, The experiment presents the efficiency of GPU performance compared with CPU performance, and study shows the method is more than 20 times speedup than that of CPU serial implementation.
机译:传统上,用于DNA序列比对的shot弹枪是生物信息学的主要方法之一。它用于将长的DNA序列分解为小片段。本文介绍了一种新的方法,该方法利用基于CUDA编程模型的构造后缀数组提高了散弹法后DNA序列重建的效率。实验结果表明,在Intel(R)i3-3110K四核和NVIDIA GeForce 610M GPU上,使用GPU构建后缀阵列是一种更有效的方法。因此,该实验提供了GPU性能与CPU性能相比的效率,并且研究表明该方法的速度是CPU串行实现速度的20倍以上。

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