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FM-Indexing Grammars Induced by Suffix Sorting for Long Patterns
Conference paper

FM-Indexing Grammars Induced by Suffix Sorting for Long Patterns

Jin-Jie Deng, Wing-Kai Hon, Dominik Koppl and Kunihiko Sadakane
Data Compression Conference Proceedings, Vol.2022-March, pp.63-72
2022

Abstract

BWT grammar compression locate query Computer Networks and Communications
The run-length compressed Burrows-Wheeler transform (RLBWT) used in conjunction with the backward search introduced in the FM index is the centerpiece of most com-pressed indexes working on highly-repetitive data sets like biological sequences. Compared to grammar indexes, the size of the RLBWT is often much bigger, but queries like counting the occurrences of long patterns can be done much faster than on any existing grammar index so far. In this paper, we combine the virtues of a grammar with the RLBWT by building the RLBWT on top of a special grammar based on induced suffix sorting. Our experiments reveal that our hybrid approach outperforms the classic RLBWT with respect to the index sizes, and with respect to query times on biological data sets for sufficiently long patterns, which could be interesting for aligning long reads in bioinformatics.

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