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X-LIC-LOCATION:America/Chicago
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TZOFFSETFROM:-0600
TZOFFSETTO:-0500
TZNAME:CDT
DTSTART:19700308T020000
RRULE:FREQ=YEARLY;BYMONTH=3;BYDAY=2SU
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DTSTART:19701101T020000
RRULE:FREQ=YEARLY;BYMONTH=11;BYDAY=1SU
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BEGIN:VEVENT
DTSTAMP:20211207T055410Z
LOCATION:Online
DTSTART;TZID=America/Chicago:20211114T093500
DTEND;TZID=America/Chicago:20211114T100000
UID:submissions.supercomputing.org_SC21_sess424_ws_drbsd106@linklings.com
SUMMARY:Productive and Performant Generic Lossy Data Compression with LibP
 ressio
DESCRIPTION:Workshop\n\nProductive and Performant Generic Lossy Data Compr
 ession with LibPressio\n\nUnderwood, Malvoso, Calhoun, Di, Cappello\n\nIn 
 recent years, lossless and lossy compressors have been developed to cope w
 ith the ever increasing volume of scientific floating point data.  However
  not all compression techniques are appropriate for all datasets, and dete
 rmining which one to use can be time consuming requiring code modification
 s and trial and error.  We present LibPressio -- a generic library for the
  compression of dense tensors that minimizes the code changes scientists n
 eed to make to take advantage of new and improved compression techniques. 
 We compare LibPressio to 9 different completing libraries and measure the 
 overhead of their design decisions as well as overall run time overhead sh
 owing insignificant overhead.  We further show a improvement in usability 
 as measured by a reduction in lines of code compared to native code by 50-
 90%.\n\nTag: Online Only, Applications, Big Data, Data Analytics, Data Man
 agement\n\nRegistration Category: Workshop Reg Pass
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