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Next: Step 4: Compare Up: Identifying Performance Degradation Previous: Step 2: Create

Step 3: Apply the main effects screening process.

This step creates a resolution IV screening design, which computes effects involving either one or two options, while assuming that no significant higher order effects exist (in the interests of space we have not included the statistical details of computing and interpreting screening designs, which are described in Wu []). The final screening design examines only 32 configurations of the 16,384 total configurations. Note that benchmarking the entire configuration space takes over 48 CPU hours, while benchmarking the screening design takes less than 6 minutes.



Douglas C. Schmidt
Fri Sep 3 13:41:43 CDT 2004