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Bit-Parallel Multiple Pattern Matching
- 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.
- Subjects :
- 0303 health sciences
Multi-core processor
sequence comparison
OpenCL
Computer science
GPU
02 engineering and technology
Parallel computing
Extension (predicate logic)
[SDV.BIBS]Life Sciences [q-bio]/Quantitative Methods [q-bio.QM]
03 medical and health sciences
Task (computing)
pattern matching
neighborhood indexing
020204 information systems
Text matching
bit parallelism
0202 electrical engineering, electronic engineering, information engineering
Pattern matching
Multicore cpu
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]
Heuristics
Massively parallel
030304 developmental biology
Subjects
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