Before revision:  We first introduce the cluster admission problem and formalize it as a constrained Partially Observable Markov Decision Problem (POMDP).
After revision:  We first introduce the cluster admission problem and formalize it as a constrained Partially Observable Markov Decision Process (POMDP).