A 2.46M Reads/s Seed-Extension Accelerator for Next-Generation Sequencing Using a String-Independent PE Array

Advances in DNA-sequencing technology have far outpaced Moore's law, imposing significant challenges on the computationally intensive secondary analysis in the sequencing pipeline. An accelerator for seed extension, a critical and computationally intensive step in genome sequencing, is proposed...

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Veröffentlicht in:IEEE journal of solid-state circuits 2021-03, Vol.56 (3), p.824-833
Hauptverfasser: Wang, Zhehong, Zhang, Tianjun, Fujiki, Daichi, Subramaniyan, Arun, Wu, Xiao, Yasuda, Makoto, Miyoshi, Satoru, Kawaminami, Masaru, Das, Reetuparna, Narayanasamy, Satish, Blaauw, David
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Sprache:eng
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Zusammenfassung:Advances in DNA-sequencing technology have far outpaced Moore's law, imposing significant challenges on the computationally intensive secondary analysis in the sequencing pipeline. An accelerator for seed extension, a critical and computationally intensive step in genome sequencing, is proposed. The accelerator, implementing a string-independent automata, consists of a triangular array of 25\times 2 custom-designed processing elements. It performs 2.46 million reads per second (MRPS), achieving a 1581\times improvement in power efficiency and 165.5\times smaller silicon footprint compared to a system setting with dual-socket Xeon E5-2697 v3 server processors.
ISSN:0018-9200
1558-173X
DOI:10.1109/JSSC.2020.3023822