Information Technologies and Mathematical Modelling. Queueing Theory and Applications
Beschreibung
This book constitutes the refereed proceedings of the 2nd International Conference, ITMM 2023 and 14th International Workshop, WRQ 2023, held in Tomsk, Russia, during December 4-9, 2023.
The 23 full papers included in this book were carefully reviewed and selected from 96 submissions. The papers are devoted to new results in queueing theory and its applications, and also related areas of probabilistic analysis. Its target audience includes specialists in probabilistic theory, random processes, and mathematical modeling as well as engineers engaged in logical and technical design and operational management of data processing systems, communication, and computer networks.
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Inhalt
Information Technologies and Mathematical Modeling: Analysis of a k-out-of-n Reliability System with Single Server, Internal and External Service, N-Policy, and Multiple Server Vacations.- The limit distribution of the queue length in a priority system with autoregressive arrivals under the heavy traffic condition.- Markov Decision Process and Artificial Neural Network for Resource Capacity Planning in 5G Network Slicing.- A stochastic model of a passenger transport hub operation based on Queueing Networks.- Stochastic Analysis of a Discrete-Time Production Inventory Model Incorporating Perishable Items and Positive Service Time.- Identification of Network Traffic Using Neural Networks.- Stochastic Analysis of a Production Inventory System with Deteriorating Items, Unreliable Server and Retrial of Customers.- Leaf node polling model analysis in an integrated access and backhaul network.- A Semi-Markovian Analysis of an Inventory Model with Inventory-level Dependent Arrival and Service Processes.- Infinite-server queueing system with two states of service and abandonments.- Cost Analysis in a Production Inventory System: Managing Varied Production Rates, Service Interruption and Customer Retrial.- Effectiveness of N-Policy in Managing a Multi-Server Stochastic Inventory System with Service Time : A Comprehensive Analysis.- Statistical evaluation of input flow intensity in the presence of an interfering parameter.- The numerical analysis of the time-scale shortest queue model under the Dobrushin mean-field approach.- Research of adaptive RQ system M/M/1 with unreliable server.- On Information in Competing Risks Model of Random Censoring.- Further improvement of the Basic Lemma of critical Bienaym ´e-Galton-Watson Branching Systems and its applications.- On Estimator For Structural Parameters In Q-process. Workshop on Retrial Queues: Retrial queueing system of MAP/PH/N type with a finite buffer and group service. The process describing the system dynamics.- Retrial queueing system of MAP/PH/N type with a finite buffer and group service. Stationary analysis of the system.- The mean regeneration cycle length in a constant retrial rate system.- The Method of Marginal Asymptotic-Diffusion Analysis for Multiclass Retrial Queues.- Simulating Retrial Queues with Finite Source, Two-Way Communication to the Orbit, Backup Server, and Impatient Customers.