BoGraph: Structured Bayesian Optimization From Logs for Expensive Systems with Many Parameters

Sami Alabed, Eiko Yoneki

Current auto-tuning frameworks struggle with tuning computer systems configurations due to their large parameter space, complex interdependencies, and high evaluation cost. Utilizi…