DNA fingerprint using smith waterman algorithm by grid computing

El-Sayed Orabi, M. Assal, Mustafa Abdel Azim, Yasser Kamal
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引用次数: 6

Abstract

Deoxyribonucleic acid (DNA) is a molecule that encodes unique genetic instructions used in the development and functioning of all known living organisms and many viruses. This Genetic information is encoded as a sequence of nucleotides (adenine, cytosine, guanine, and thymine) recorded using the letters A, C, G, and T. DNA querying or alignment of these sequences required dynamic programming tools and very complex matrices and some heuristic methods like fast-all protein or nucleotide (FASTA) and Basic Local Alignment Search Tool (BLAST) that use massive force of processing and highly time consuming. We present a parallel solution to reduce the processing time. Smith waterman algorithm, some weighting matrices and a grid of computers are used to And field of similarity between these sequences in large DNA datasets. This grid consists of master computer and unlimited number of agents. The master computer is the user interface for insert the queried sequence and coordinates the processing between the grid agents.
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DNA指纹采用smith waterman算法进行网格计算
脱氧核糖核酸(DNA)是一种编码独特遗传指令的分子,用于所有已知生物体和许多病毒的发育和功能。这些遗传信息被编码为核苷酸序列(腺嘌呤、胞嘧啶、鸟嘌呤和胸腺嘧啶),使用字母a、C、G和t进行记录。DNA查询或比对这些序列需要动态规划工具和非常复杂的矩阵,以及一些启发式方法,如fast-all蛋白质或核苷酸(FASTA)和基本局部比对搜索工具(BLAST),这些方法使用大量的处理力和高度耗时。我们提出了一个并行解决方案,以减少处理时间。采用Smith waterman算法、加权矩阵和计算机网格等方法对大型DNA数据集中这些序列之间的相似性域进行分析。该网格由主计算机和无限数量的代理组成。主计算机是插入查询序列的用户界面,并协调网格代理之间的处理。
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