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DTSTART:19700308T020000
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DTSTAMP:20181221T160906Z
LOCATION:C145
DTSTART;TZID=America/Chicago:20181114T150000
DTEND;TZID=America/Chicago:20181114T170000
UID:submissions.supercomputing.org_SC18_sess468_spost101@linklings.com
SUMMARY:Accelerating DNA Long Read Mapping with Emerging Technologies
DESCRIPTION:ACM Student Research Competition, Poster\nStudent Program, Tec
 h Program Reg Pass, ACM Student Research Competition\n\nAccelerating DNA L
 ong Read Mapping with Emerging Technologies\n\nKaplan\n\nDNA sequencing te
 chnologies output only short fragments of a genome, called reads. New sing
 le-molecule real-time sequencing technologies can produce long reads, up t
 o tens of thousands base pairs, within minutes. However, these long reads 
 may contain up to 15% errors.\n\nTo construct a genome from DNA reads, a c
 omputationally expensive bioinformatics task, read mapping, is required. R
 ead mapping finds the best-fitting location for each DNA read on a long re
 ference sequence.  The length and error rate of long reads poses a challen
 ge for existing read mapping hardware solutions, designed for short reads 
 with low error rates. This work presents a novel DNA read mapping hardware
  architecture, RASSA. RASSA is a Resistive Approximate Similarity Search A
 ccelerator that exploits charge distribution and parallel in-memory proces
 sing to reflect a mismatch count between DNA sequences. RASSA implementati
 on of long read DNA mapping outperforms state-of-the-art long read mapping
  solution by 16-77x with comparable accuracy.
URL:https://sc18.supercomputing.org/presentation/?id=spost101&sess=sess468
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