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Using surrogate-based modeling to predict optimal I/O parameters of applications at the extreme scale.
Michael Matheny
Stephen Herbein
Norbert Podhorszki
Scott Klasky
Michela Taufer
Published in:
ICPADS (2014)
Keyphrases
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optimal parameters
input parameters
input output
maximum likelihood
sensitivity analysis
extreme values
neural network
database systems
objective function
optimal solution
scale space
parameter estimation
file system
control parameters
optimal strategy
optimal design