Keynote Speakers

Our keynote speakers will highlight significant research and challenges in machine learning and HPC.

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Call for Papers

Submit your paper on machine learning in HPC environments.

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Program

This workshop will feature presentations on accepted papers along with keynote speakers.

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Workshop Overview

The workshop will be held in conjunction with SC21: The International Conference for High Performance Computing, Networking, Storage and Analysis located in St. Louis, MO on November 14 - 19. The intent of this workshop is to bring together researchers, practitioners, and scientific communities to discuss methods that utilize extreme scale systems for machine learning. This workshop will focus on the greatest challenges in utilizing HPC for machine learning and methods for exploiting data parallelism, model parallelism, ensembles, and parameter search. We invite researchers and practitioners to participate in this workshop to discuss the challenges in using HPC for machine learning and to share the wide range of applications that would benefit from HPC powered machine learning.

Held in conjunction with SC21: The International Conference for High Performance Computing, Networking, Storage and Analysis

sc21 logo

Important Dates

Mark your calendars for these dates!

   August 30, 2021 Sept 6, 2021
Submission of workshop papers

   September 20, 2021
Notification of paper acceptance

   Oct 6, 2021
Camera-ready submission of accepted papers

   November 15, 2021
Workshop