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

2 citations · 2 across the 1 of their papers we have counts for

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1 paper

cs.LG2021★ 2 cited

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…