Before revision:  In this paper, we propose more sophisticated Bayesian policies for controlling admission to a cluster and demonstrate that they significantly increase cluster utilization.
After revision:  In this paper, we propose more sophisticated policies for controlling admission to a cluster and demonstrate that they significantly increase cluster utilization.