When Machine Learning Meets Importance Sampling: A More Efficient Rare Event Estimation Approach

Ruoning Zhao, Xinyun Chen

Driven by applications in telecommunication networks, we explore the simulation task of estimating rare event probabilities for tandem queues in their steady state. Existing litera…