MFTune discovers a cheaper 'imperfect fidelity' setup that closely mimics the target environment, uses it to find promising configurations, and then seeds them into expensive target tuning, improving results on most systems while saving hours.
Schneider, and Barnabás Póc- zos
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Less Is More: Tuning Configurable Systems with Imperfect Fidelity
MFTune discovers a cheaper 'imperfect fidelity' setup that closely mimics the target environment, uses it to find promising configurations, and then seeds them into expensive target tuning, improving results on most systems while saving hours.