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A parallel approach to multiple sequences alignment and phylogenetic tree node labelling.

机译:多序列比对和系统树节点标记的并行方法。

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摘要

An evolutionary tree represents the relationship among a group of species or sequences. The quality of tree topology relies heavily on an efficient Multiple Sequence Alignment (MSA). Efficient and parallel algorithms are designed to utilise the computing power and memory in a supercomputer. A divide and conquer based parallel algorithm is implemented to perform optimal three sequence alignment with much reduced memory cost. All internal nodes generated from a parallel Maximum Likelihood tree software are labelled using our level order based parallel approach. Such node labelling process is also parallelised to lead to a two-level nested parallel computing strategy.
机译:进化树表示一组物种或序列之间的关系。树形拓扑的质量在很大程度上取决于有效的多序列比对(MSA)。设计了高效且并行的算法,以利用超级计算机中的计算能力和内存。实现了基于分而治之的并行算法,以执行最佳的三序列比对,同时大大降低了内存成本。使用基于级别顺序的并行方法标记从并行最大似然树软件生成的所有内部节点。这种节点标记过程也被并行化以导致两级嵌套并行计算策略。

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