Copyright © 2020 for the individual papers by the papers’ authors. Copyright© 2020 for the volume as a collection by its editors. This volume and its papers are published under the
{emorozov | ar0 | lukashenko}@krc.karelia.ru Stochastic modeling and applied probability continue to be a hot topic in the theoretical computer science and mathematics domain. For various cutting-edge applications, such as high performance computing and communications systems, production systems, social networks, healthcare applications, the methods of applied probability, statistics, stochastic simulation join forces with game theory, neural networks and computational advances in order to provide qualitatively new results.
The Second International Workshop on Stochastic Modeling and Applied Research of Technology (SMARTY 2020) was held in Petrozavodsk, Karelia, one of the beautiful places in the North-West Russia, on August 16-20, 2020.
SMARTY workshop aims to bring together researchers working on the theoretical, algorithmic and methodological aspects of queueing theory, stochastic modeling and game theory, focusing on applications of such methods across a broad spectrum of technical systems with primary interest in high-performance and distributed computing systems. We received 26 submissions out of which we selected 18 for inclusion in the digital proceedings. The accepted papers cover a wide range of issues, from theoretical research to practical experience and applications.
We thank the authors, invited and keynote speakers for the submissions as well as for their contribution which have made the Workshop useful and successful in all respects. We thank the Organizing Committee and Technical Program Committee for their hard work.
Organizing Committee
Technical Program Committee
Stochastic Dichotomous Game-Theoretic Model of Technology Eficiency
Vladimir Tsyganov Quorum Analysis for the “Pirate Game” Problem
Ilya Chernov and Evgeny Ivashko Time Dependent Difusion Model for Security Driven Software Defined Networks
Tadeusz Czachórski, Erol Gelenbe, Godlove Suila Kuaban and Dariusz Marek Eficient Computation of Equilibrium/Transient Probability Distribution of Arbitrary Finite State Space Continuous Time Markov Chains Garimella Ramamurthy Optimal Strategy Modelling in an Online Auction for the Rent of Computing Resources
Anna Ivashko and George Safonov Fork-Join Queueing Systems with Heterogeneous Servers Threshold Control Policy
Oleg Osipov and Ekaterina Rogachko Queue with Batch Service, Batch Size Determined by Emergency Customers
Sinu Lal T. S., A. Krishnamoorthy and V. C. Joshua Prediction of the Optimal Control in a Multi-Server Heterogeneous Queueing System
Dmitry Efrosinin and Natalia Stepanova Gas Quality Determination Using Neural Network Model-based System
Ivan Brokarev and Sergei Vaskovskii On a Linear Polymerisation Process
Sergei Zuyev 8 24 38 57 66 76 89 102 113 129 CONTENTS On the Stationary Remaining Service Time in the Queueing Systems
Evsey Morozov and Taisia Morozova Stability Analysis of a Model with General Retrials and Constant Retrial Rate
Evsey Morozov and Ruslana Nekrasova Simulation a Modified Erlang Loss System with Multi-type Servers and Multitype Customers
Stepan Rogozin Opinion Dynamics Models with Noise
E. Konovalchikova and Yu. Dorofeeva Importance Sampling for the Estimation of the Failure Probability of the Degradation Process
Oleg Lukashenko and Alexandra Borodina On Stochastic and Failure Rate Orderings in Systems with Two-Component Service Time Mixture
Irina Peshkova and Evsey Morozov Stability of Multiclass Multiserver Models with Automata-type Phase Transitions
Alexander Rumyantsev 140 150 162 176 191 203 213 226