| J. Yi, D. Lilja, and D. Hawkins, "A Statistically-Rigorous Approach for Improving Simulation Methodology", International Symposium on High-Performance Computer Architecture, 2003. |
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J. Yi, D. Lilja, and D. Hawkins, "A Statistically-Rigorous Approach for Improving Simulation Methodology", International Symposium on High-Performance Computer Architecture, 2003.
.... approaches that we considered using were the one at a time technique and the ANOVA technique [17] However, these two techniques did not produce the desired level of information (one at a time) or required 2 N simulations (ANOVA) A detailed comparison of these three techniques can be found in [33]. Saturated designs, such as the PB design, are recipes that vary all N parameters simultaneously over N 1 simulations. They provide the logically minimal number of simulations required to estimate the effect of each of the N parameters. An improvement on the basic PB design is the foldover PB ....
J. Yi, D. Lilja, and D. Hawkins, "A Statistically Rigorous Approach for Improving Simulation Methodology", ARCTiC Technical Report 02-07, 2002.
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J. J. Yi, D. J. Lilja, and D. M. Hawkins. A statistically rigorous approach for improving simulation methodology. In 9 International Symposium on High Performance Computer Architecture, Feb 2003.
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