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 |
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Format: | Artikel |
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. |
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ISSN: | 0018-9200 1558-173X |
DOI: | 10.1109/JSSC.2020.3023822 |