ML/DL and I/O Research, Development, and Deployment for RAPIDS

Project: Research project

Project Details

Description

The objective of this work is to develop predictive machine/deep learning models using the I/O
performance metrics collected by Darshan profiling tool measured at various memory hierarchy levels (e.g. memory, NVRAM, SSD, and parallel file systems) on DOE leadership‐class parallel computing facilities.
StatusActive
Effective start/end date11/15/1711/14/20

Funding

  • UChicago Argonne, LLC, Argonne National Laboratory (3J-30081 // 3J-30081-0069A)
  • Department of Energy (3J-30081 // 3J-30081-0069A)

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