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LOCATION:125
DTSTART;TZID=America/Chicago:20251116T133000
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UID:submissions.supercomputing.org_SC25_sess268_tut140@linklings.com
SUMMARY:Julia for HPC
DESCRIPTION:William Godoy (Oak Ridge National Laboratory (ORNL)), Johannes
  Blaschke (Lawrence Berkeley National Laboratory (LBNL)), Mose Giordano (U
 niversity College London (UCL)), Rabab Alomairy (Massachusetts Institute o
 f Technology (MIT)), Philip Fackler (Oak Ridge National Laboratory (ORNL))
 , and Raye Kimmerer (Princeton University)\n\nThis hands-on tutorial intro
 duces participants to the Julia language and demonstrates its growing role
  in scientific computing and high performance computing (HPC). We will giv
 e a brief introduction to the Julia language, targeting a beginner audienc
 e. Participants will gain familiarity with Julia’s syntax, multiple dispat
 ch, package environment, and code parallelization. Following the introduct
 ion we will dive into Julia for HPC, showcasing its ability to express hig
 h-performance workloads with minimal effort. We will explore Julia’s suppo
 rt for shared-memory parallelism using multithreading, NVIDIA and AMD GPUs
 , distributed-memory parallelism via MPI.jl, and performance portability l
 ayers. Julia combines the productivity of high-level languages with low-le
 vel performance aspects, thanks to its LLVM-based JIT compilation. Attende
 es will have hands-on access to NERSC’s systems to explore hands-on exampl
 es involving computation, communication, parallel I/O, and data analysis. 
 All materials will be made publicly available, and we will maintain a Slac
 k channel to offer continued support and answer participants’ questions af
 ter the event.\n\nRecording: Livestreamed, Recorded\n\nRegistration Catego
 ry: Tutorial Reg Pass\n\n
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