Titlebook: Information Technologies and Mathematical Modelling. Queueing Theory and Applications; 22nd International C Alexander Dudin,Anatoly Nazarov

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Markov Decision Process and Artificial Neural Network for Resource Capacity Planning in 5G Network Siples of network slicing: maximum matching for equal resource partitioning, maximum share of signals resulting in resource reallocation, and maximum resource utilization. We employ an artificial neural network (multilayer perceptron) with three layers to find the optimal policy. The state of the sys

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Stochastic Analysis of a Production Inventory System with Deteriorating Items, Unreliable Server ande customer returns to the orbit with a pre-allotted probability or is lost forever with probability equal to its complement. An algorithmic solution to the problem is obtained using Matrix Analytic Method. Average inventory level in the system, mean number of customers in the orbit, expected rate at

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