Decomposed dynamic programming for concurrent sequence alignment

Publikation: Beitrag in Buch/Bericht/TagungsbandKonferenzbeitragBegutachtung

Abstract

Inference of evolutionary relationships and DNA analysis heavily rely on multiple sequence alignment. Unfortunately, multiple sequence alignments are hard to compute. Usually, only approximations are feasible. Still, these approximations take their time to render. Therefore, the well known progressive alignment algorithm, ClustalW has been subject to further acceleration. This acceleration was mainly achieved through parallelization. A significant part of this algorithm is embarrassingly parallel and trivial to decompose. To achieve a meaningful overall acceleration, however, dynamic programming had to be decomposed too, which is used during most stages. The discovered scheme can probably be used to accelerate other matrix calculations. Simulations show promising results for the discovered technique. Included are additional modifications to adjust it to slow networks. Eventually, progressive multiple sequence alignment proved extremely well parallelizable.

OriginalspracheEnglisch
TitelWMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings
Seiten104-108
Seitenumfang5
PublikationsstatusVeröffentlicht - 2005
Veranstaltung9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005 - Orlando, FL, USA/Vereinigte Staaten
Dauer: 10 Juli 200513 Juli 2005

Publikationsreihe

NameWMSCI 2005 - The 9th World Multi-Conference on Systemics, Cybernetics and Informatics, Proceedings
Band4

Konferenz

Konferenz9th World Multi-Conference on Systemics, Cybernetics and Informatics, WMSCI 2005
Land/GebietUSA/Vereinigte Staaten
OrtOrlando, FL
Zeitraum10.07.200513.07.2005

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