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DTSTAMP:20250626T234544Z
LOCATION:B304
DTSTART;TZID=America/New_York:20241117T091000
DTEND;TZID=America/New_York:20241117T094000
UID:submissions.supercomputing.org_SC24_sess742_misc333@linklings.com
SUMMARY:From Data-Driven Designs to Data-Driven Co-Design
DESCRIPTION:Dorian Arnold (Emory University)\n\nMuch attention is being pl
 aced on the use of artificial intelligence and machine learning for applic
 ation development, system design, and performance analysis. Using our ongo
 ing work on data-driven HPC, including AI and ML-based approaches, for HPC
  application trace and performance data synthesis, HPC software synthesis 
 and code optimizations, and HPC system-monitoring, this talk inspires the 
 promise of principled and automated data-driven approaches in the HPC syst
 em design lifecycle.\n\nTag: Codesign, Data Movement and Memory, Facilitie
 s\n\nRegistration Category: Workshop Reg Pass\n\nSession Chairs: James A. 
 Ang (Pacific Northwest National Laboratory (PNNL)); Jim Brandt (Sandia Nat
 ional Laboratories); Ann Gentile (Sandia National Laboratories); Michael J
 antz (University of Tennessee); Terry Jones (Oak Ridge National Laboratory
  (ORNL)); and Estela Suarez (SiPEARL, Jülich Supercomputing Centre (JSC))\
 n\n
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