HPC Analytics Support. Requirements for Uncertainty Quantification Benchmarks
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
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.
- Research Organization:
- Pacific Northwest National Lab. (PNNL), Richland, WA (United States)
- Sponsoring Organization:
- USDOE
- DOE Contract Number:
- AC05-76RL01830
- OSTI ID:
- 1225163
- Report Number(s):
- PNNL-24435; 400470000
- Country of Publication:
- United States
- Language:
- English
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