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Exploration Study on Configurable Instruction Set for Bioinformatics' Applications

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Autore
Gkogkidis A., Kakarountas A.
Data
2019
Language
en
DOI
10.1109/PACET48583.2019.8956295
Soggetto
Data handling
Information analysis
Application specific instruction processors
ASIP
Configurable processors
Hardware accelerators
Instruction fetch
Instruction set
Multiple sequence alignments
Processing power
Bioinformatics
Institute of Electrical and Electronics Engineers Inc.
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Abstract
In the past decade, the needs for faster data analysis with high throughput has increased dramatically. Especially in the domain of Bioinformatics and biological data analysis. A common way to overcome this issue is to develop an Application Specific Instruction Processor (ASIP) to accelerate the processing power demanding tasks of the algorithm. In this paper, the procedure to achieve this for Kalign, an algorithm from the field of Bioinformatics, is presented using Xtensa re-configurable processor. The results present a 30% increase of performance, by reducing instruction fetches and implementing common procedures with a new instruction. © 2019 IEEE.
URI
http://hdl.handle.net/11615/72486
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