Uncertainty-Aware Performance Prediction for Highly Configurable Software Systems via Bayesian Neural Networks

Huong Ha, Zongwen Fan, Hongyu Zhang

Configurable software systems are employed in many important application domains. Understanding the performance of the systems under all configurations is critical to prevent poten…