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Bit-Parallel Multiple Pattern Matching

Authors :
Tuan Tu Tran
Jean-Stéphane Varré
Mathieu Giraud
Laboratoire d'Informatique Fondamentale de Lille (LIFL)
Université de Lille, Sciences et Technologies-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lille, Sciences Humaines et Sociales-Centre National de la Recherche Scientifique (CNRS)
Bioinformatics and Sequence Analysis (BONSAI)
Université de Lille, Sciences et Technologies-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lille, Sciences Humaines et Sociales-Centre National de la Recherche Scientifique (CNRS)-Université de Lille, Sciences et Technologies-Institut National de Recherche en Informatique et en Automatique (Inria)-Université de Lille, Sciences Humaines et Sociales-Centre National de la Recherche Scientifique (CNRS)-Inria Lille - Nord Europe
Institut National de Recherche en Informatique et en Automatique (Inria)
Source :
Parallel Processing and Applied Mathematics / Parallel Biocomputing Conference (PPAM / PBC 11), Parallel Processing and Applied Mathematics / Parallel Biocomputing Conference (PPAM / PBC 11), 2011, Torun, Poland, Parallel Processing and Applied Mathematics ISBN: 9783642314995, PPAM (2)
Publication Year :
2011
Publisher :
HAL CCSD, 2011.

Abstract

International audience; Text matching with errors is a regular task in computational biology. We present an extension of the bit-parallel Wu-Manber algorithm to combine several searches for a pattern into a collection of fixed-length words. We further present an OpenCL parallelization of a redundant index on massively parallel multicore processors, within a framework of searching for similarities with seed-based heuristics. We successfully implemented and ran our algorithms on GPU and multicore CPU. Some speedups obtained are more than 60x.

Details

Language :
English
ISBN :
978-3-642-31499-5
ISBNs :
9783642314995
Database :
OpenAIRE
Journal :
Parallel Processing and Applied Mathematics / Parallel Biocomputing Conference (PPAM / PBC 11), Parallel Processing and Applied Mathematics / Parallel Biocomputing Conference (PPAM / PBC 11), 2011, Torun, Poland, Parallel Processing and Applied Mathematics ISBN: 9783642314995, PPAM (2)
Accession number :
edsair.doi.dedup.....a740831927827c9c1593235c6fe7b05d