Literature DB >> 20081221

Next-generation bioinformatics: using many-core processor architecture to develop a web service for sequence alignment.

Sergio Gálvez1, David Díaz, Pilar Hernández, Francisco J Esteban, Juan A Caballero, Gabriel Dorado.   

Abstract

MOTIVATION: Bioinformatics algorithms and computing power are the main bottlenecks for analyzing huge amount of data generated by the current technologies, such as the 'next-generation' sequencing methodologies. At the same time, most powerful microprocessors are based on many-core chips, yet most applications cannot exploit such power, requiring parallelized algorithms. As an example of next-generation bioinformatics, we have developed from scratch a new parallelization of the Needleman-Wunsch (NW) sequence alignment algorithm for the 64-core Tile64 microprocessor. The unprecedented performance it offers for a standalone personal computer (PC) is discussed, optimally aligning sequences up to 20 times faster than the non-parallelized version, thus saving valuable time. AVAILABILITY: This algorithm is available as a free web service for the scientific community at http://www.sicuma.uma.es/multicore. The open source code is also available on such site.

Mesh:

Year:  2010        PMID: 20081221     DOI: 10.1093/bioinformatics/btq017

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  3 in total

1.  MC64-ClustalWP2: a highly-parallel hybrid strategy to align multiple sequences in many-core architectures.

Authors:  David Díaz; Francisco J Esteban; Pilar Hernández; Juan Antonio Caballero; Antonio Guevara; Gabriel Dorado; Sergio Gálvez
Journal:  PLoS One       Date:  2014-04-07       Impact factor: 3.240

2.  BLVector: Fast BLAST-Like Algorithm for Manycore CPU With Vectorization.

Authors:  Sergio Gálvez; Federico Agostini; Javier Caselli; Pilar Hernandez; Gabriel Dorado
Journal:  Front Genet       Date:  2021-02-02       Impact factor: 4.599

Review 3.  Finding microRNA targets in plants: current status and perspectives.

Authors:  Jiandong Ding; Shuigeng Zhou; Jihong Guan
Journal:  Genomics Proteomics Bioinformatics       Date:  2012-10-23       Impact factor: 7.691

  3 in total

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