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Space-efficient construction of compressed suffix trees

Authors: Prezza, Nicola; Rosone, Giovanna;

Space-efficient construction of compressed suffix trees

Abstract

We show how to build several data structures of central importance to string processing, taking as input the Burrows-Wheeler transform (BWT) and using small extra working space. Let $n$ be the text length and $��$ be the alphabet size. We first provide two algorithms that enumerate all LCP values and suffix tree intervals in $O(n\log��)$ time using just $o(n\log��)$ bits of working space on top of the input BWT. Using these algorithms as building blocks, for any parameter $0 < ��\leq 1$ we show how to build the PLCP bitvector and the balanced parentheses representation of the suffix tree topology in $O\left(n(\log��+ ��^{-1}\cdot \log\log n)\right)$ time using at most $n\log��\cdot(��+ o(1))$ bits of working space on top of the input BWT and the output. In particular, this implies that we can build a compressed suffix tree from the BWT using just succinct working space (i.e. $o(n\log��)$ bits) and any time in $��(n\log��) + ��(n\log\log n)$. This improves the previous most space-efficient algorithms, which worked in $O(n)$ bits and $O(n\log n)$ time. We also consider the problem of merging BWTs of string collections, and provide a solution running in $O(n\log��)$ time and using just $o(n\log��)$ bits of working space. An efficient implementation of our LCP construction and BWT merge algorithms use (in RAM) as few as $n$ bits on top of a packed representation of the input/output and process data as fast as $2.92$ megabases per second.

arXiv admin note: substantial text overlap with arXiv:1901.05226

Country
Italy
Keywords

FOS: Computer and information sciences, Burrows-Wheeler transform; Compressed suffix tree; LCP; PLCP;, Burrows-Wheeler transform, compressed suffix tree, LCP, PLCP, Data structures, PLCP, compressed suffix tree, Burrows-Wheeler transform, Algorithms on strings, LCP, Computer Science - Data Structures and Algorithms, Data Structures and Algorithms (cs.DS), Coding and information theory (compaction, compression, models of communication, encoding schemes, etc.) (aspects in computer science)

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
5
Top 10%
Average
Average
Green
bronze