Analytical and Stochastic Modelling Techniques and Applications

Analytical and Stochastic Modelling Techniques and Applications

28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024, Proceedings

Rossi, Sabina; Devos, Arnaud; Horvath, Andras

Springer International Publishing AG

11/2024

163

Mole

9783031707520

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.- 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.
Decision making;Queueing theory;Markov processes;Random walks and Markov chains;Game theory;Network performance modeling;Markov decision processes;Network performance analysis