articleBioinformaticsOct 11, 2012HYBRID OA

CD-HIT: accelerated for clustering the next-generation sequencing data

University of California San Diego

PubMed
Indexed incrossrefdoajpubmed

Abstract

SUMMARY: CD-HIT is a widely used program for clustering biological sequences to reduce sequence redundancy and improve the performance of other sequence analyses. In response to the rapid increase in the amount of sequencing data produced by the next-generation sequencing technologies, we have developed a new CD-HIT program accelerated with a novel parallelization strategy and some other techniques to allow efficient clustering of such datasets. Our tests demonstrated very good speedup derived from the parallelization for up to ∼24 cores and a quasi-linear speedup for up to ∼8 cores. The enhanced CD-HIT is capable of handling very large datasets in much shorter time than previous versions. AVAILABILITY:…

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Authors

5

Topics & keywords

Keywords
  • Speedup
  • Computer science
  • Cluster analysis
  • Redundancy (engineering)
  • Data mining
  • Sequence (biology)
  • Parallel computing
  • Machine learning
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