The workshop will be held in conjunction with SC18: The International Conference for High Performance Computing, Networking, Storage and Analysis located in Dallas, TX on November 11 - 16. 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.
August 17, 2018September 1, 2018
Submission of workshop papers
September 14, 2018
Notification of paper acceptance
September 28, 2018
Camera-ready submission of accepted papers
November 11-12, 2018