July 15, 2015
Report

HPC Analytics Support: Requirements for Uncertainty Quantification Benchmarks

Abstract

This report outlines techniques for extending benchmark generation products so they support uncertainty quantification by benchmarked systems. We describe how uncertainty quantification requirements can be presented to candidate analytical tools supporting SPARQL. We describe benchmark data sets for evaluating uncertainty quantification, as well as an approach for using our benchmark generator to produce data sets for generating benchmark data sets.

Revised: October 30, 2015 | Published: July 15, 2015

Citation

Paulson P.R., S. Purohit, and L.R. Rodriguez. 2015. HPC Analytics Support: Requirements for Uncertainty Quantification Benchmarks Richland, WA: Pacific Northwest National Laboratory.