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DTSTAMP:20210402T160553Z
LOCATION:Track 1
DTSTART;TZID=America/New_York:20201112T100000
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UID:submissions.supercomputing.org_SC20_sess207_wksp104@linklings.com
SUMMARY:DRBSD-6 – Introduction: The 6th International Workshop on Data Ana
 lysis and Reduction for Big Scientific Data
DESCRIPTION:Workshop\n\nDRBSD-6 – Introduction: The 6th International Work
 shop on Data Analysis and Reduction for Big Scientific Data\n\nKlasky, Liu
 , Foster, Ainsworth\n\nA growing disparity between simulation speeds and I
 /O rates makes it increasingly infeasible for applications to save all res
 ults for analysis. In this new world, applications must increasingly perfo
 rm online data analysis and reduction; tasks that introduce algorithmic, i
 mplementation and programming model challenges that are unfamiliar to many
  scientists and that have major implications for the design of various ele
 ments of exascale systems.\n\nThis trend has spurred interest in online da
 ta analysis and reduction methods, motivated by a desire to conserve I/O b
 andwidth, storage and/or power; increase accuracy of data analysis results
 ; and/or make optimal use of parallel platforms, among other factors. This
  requires our community to understand clear yet complex relationships amon
 g application design, data analysis and reduction methods, programming mod
 els, system software, hardware and other elements of a next-generation hig
 h-performance computer, particularly given constraints such as applicabili
 ty, fidelity, performance portability and power efficiency.\n\nRegistratio
 n Category: Workshop Reg Pass
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