Which algorithm can I use in Weka to find best parameters that will maximize the output?
I am working on parallel I/O operations, trying to improve I/O performance which is measured with obtained bandwidth. In my project, there are different configuration parameters, my aim is to find configuration set that will give best "bandwidth" value.
My 4 configuration parameters can take different values as follows:
So I want to measure bandwidth for all these combinations for all data sizes. This is computationally expensive function, but I do. Then for each file type (depending on data size) I extract configuration set that gives best bandwidth.
Finally I get such a log after execution for each combination, a long log file includes all configuration possibilities and obtained bandwidth with that configuration.