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A space-efficient solution to find the maximum overlap using a compressed suffix array

机译:一种节省空间的解决方案,使用压缩后缀数组查找最大重叠

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Compressed indices are important data structures in stringology. Compressed versions of many well-known data structures such as suffix tree and suffix array, which are used in string matching problems, have been studied and proposed. This paper takes advantage of a very recent compressed suffix array to build a space-economic solution for an important bioinformatics problem, namely the all-pairs suffix prefix problem. The paper also presents a simple technique for parallelizing the solution. Our results show that the proposed solution consumes less than one fifth of the space required by other solutions based on standard data structures. In addition, our results demonstrate that good performance scalability can be achieved by employing the proposed parallel algorithm.
机译:压缩索引是字符串学中的重要数据结构。已经研究和提出了用于字符串匹配问题的许多众所周知的数据结构(例如后缀树和后缀数组)的压缩版本。本文利用最近压缩的后缀数组为重要的生物信息学问题(即全对后缀前缀问题)建立空间经济的解决方案。本文还提出了一种使解决方案并行化的简单技术。我们的结果表明,所提出的解决方案所消耗的空间不到其他基于标准数据结构的解决方案所需要的空间的五分之一。此外,我们的结果表明,通过采用建议的并行算法可以实现良好的性能可伸缩性。

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