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DTSTART;TZID=America/Denver:20231117T103000
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UID:submissions.supercomputing.org_SC23_sess199_pan131@linklings.com
SUMMARY:The Golden Age of Compilers:  Analyzing Cross-Cutting Issues and O
 pportunities across HPC and AI Domains
DESCRIPTION:Gokcen Kestor (Pacific Northwest National Laboratory (PNNL); U
 niversity of California, Merced); Jacques Pienaar (Google LLC); Hal Finkel
  (U.S. Department of Energy); Luis Ceze (University of Washington); Albert
  Cohen (Google LLC, INRIA); Johannes Rudolf Doerfert (Lawrence Livermore N
 ational Laboratory (LLNL)); and Maryam Mehri Dehnavi (University of Toront
 o)\n\nThis panel discussion aims at identifying cross-cutting issues, oppo
 rtunities, similarities, and discrepancies between HPC and AI workloads an
 d systems, as well as defining the role of compilers in the development of
  HPC applications and AI models. While there is a clear overlap in problem
 s being solved in HPC and AI communities, often solutions are siloed to on
 e, with software fragmentation and increased maintenance cost. It has beco
 me critical to identify current gaps and potential solutions in current co
 mpiler frameworks and to develop an interoperable environment to help rese
 archers move to the next stage of scientific discoveries, such as moving f
 rom classification models to machine reasoning.  This panel brings togethe
 r the experience of distinguished researchers from industry, academia, the
  U.S. National Laboratory, and the U.S. Department of Energy, to share the
 ir vision, identify current gaps and research opportunities, and define a 
 future research agenda.\n\nTag: Artificial Intelligence/Machine Learning, 
 Compilers, Performance Optimization\n\nRegistration Category: Tech Program
  Reg Pass, Workshop Reg Pass, Tutorial Reg Pass, Exhibits Reg Pass\n\nSess
 ion Chair: Gokcen Kestor (Barcelona Supercomputing Center (BSC); Universit
 y of California, Merced)\n\n
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