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UID:submissions.supercomputing.org_SC24_sess378@linklings.com
SUMMARY:Performance Modeling
DESCRIPTION:LLAMP: Assessing Network Latency Tolerance of HPC Applications
  with Linear Programming\n\nThe shift towards high-bandwidth networks driv
 en by AI workloads in data centers and HPC clusters has unintentionally ag
 gravated network latency, adversely affecting the performance of communica
 tion-intensive HPC applications.  Given the significant difference in netw
 ork latency tolerance among MPI ...\n\n\nSiyuan Shen, Langwen Huang, Marci
 n Chrapek, and Timo Schneider (ETH Zürich); Jai Dayal and Manisha Gajbe (S
 amsung); Robert Wisniewski (HPE); and Torsten Hoefler (ETH Zürich)\n------
 ---------------\nWorkflow Roofline Model for End-to-end Workflow Performan
 ce Analysis\n\nAs next-generation experimental and observational instrumen
 ts for scientific research are being deployed with higher resolutions and 
 faster data capture rates, the fundamental demands of producing high-quali
 ty scientific throughput require portability and performance to meet the h
 igh productivity go...\n\n\nNan Ding, Brian Austin, Yang Liu, Neil Mehta, 
 Steven Farrell, Johannes Blaschke, Leonid Oliker, Hai Ah Nam, Nicholas Wri
 ght, and Samuel Williams (Lawrence Berkeley National Laboratory (LBNL))\n-
 --------------------\nLearning Generalizable Program and Architecture Repr
 esentations for Performance Modeling\n\nPerformance modeling is an essenti
 al tool in many areas, including performance characterization/optimization
 , design space exploration, and resource allocation problems, to\nname a f
 ew. However, existing performance modeling approaches have limitations, su
 ch as high computational cost for discrete-ev...\n\n\nLingda Li, Thomas Fl
 ynn, and Adolfy Hoisie (Brookhaven National Laboratory)\n\nTag: Heterogene
 ous Computing, Linear Algebra, Network, Parallel Programming Methods, Mode
 ls, Languages and Environments, Performance Evaluation and/or Optimization
  Tools\n\nRegistration Category: Tech Program Reg Pass\n\nAward Finalist: 
 Best Paper Finalist\n\nSession Chair: Sarah Neuwirth (Johannes Gutenberg U
 niversity Mainz)
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