A Probabilistic Machine Learning Approach to Scheduling Parallel Loops with Bayesian Optimization

Kyurae Kim, Youngjae Kim, Sungyong Park

This paper proposes Bayesian optimization augmented factoring self-scheduling (BO FSS), a new parallel loop scheduling strategy. BO FSS is an automatic tuning variant of the factor…