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  4. IMPACT: Interval-based Multi-pass Proteomic Alignment with Constant Traceback
 
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conference paper not in proceedings

IMPACT: Interval-based Multi-pass Proteomic Alignment with Constant Traceback

Kashani-Akhavan, Sahand  
•
Byma, Stuart Anthony  
•
Larus, James  
February 16, 2019
2nd HPCA Workshop on Accelerator Architectures in Computational Biology and Bioinformatics

Darwin is a genomics co-processor that achieved a 15000x acceleration on long read assembly through innovative hardware and algorithm co-design. Darwins algorithms and hardware implementation were specifically designed for DNA analysis pipelines. This paper analyzes the feasibility of applying Darwins algorithms to the problem of protein sequence alignment. In addition to a behavioral analysis of Darwin when aligning proteins, we propose an algorithmic improvement to Darwins alignment algorithm, GACT, in the form of a multi-pass variant that increases its accuracy on protein sequence alignment. Concretely, our proposed multi-pass variant of GACT achieves on average 14% better alignment scores.

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Type
conference paper not in proceedings
ArXiv ID

1902.03238

Author(s)
Kashani-Akhavan, Sahand  
•
Byma, Stuart Anthony  
•
Larus, James  
Date Issued

2019-02-16

Total of pages

5

Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
UPLARUS  
Event nameEvent placeEvent date
2nd HPCA Workshop on Accelerator Architectures in Computational Biology and Bioinformatics

Washington, DC USA

February 16, 2019

Available on Infoscience
February 13, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/154455
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