- Markov chain aggregation with error bounds on transient distributions.- Strong Aggregation in the Stochastic matching model with Random Discipline.- Optimal Allocation of Tasks to Networked Computing Facilities.- Revenue Management for Parallel Services with Fully Observable Queues.- Deep reinforcement learning for weakly coupled MDP's with continuous actions.- A lazy abstraction algorithm for Markov decision processes: theory and initial evaluation.- Queueing Analysis of an Ensemble Machine Learning System.- Analysis of load balancing prioritization for heterogeneous M/M/c/K server clusters in the stationary mean-field regime.
- An algebraic proof of the relation of Markov fluid queues and QBD processes.- Stability of the Multiserver Job Queuing Model with Infinite Resources.