Distributed Computer and Communication Networks: 25th International Conference, Dccn 2022, Moscow, Russia, September 26-29, 2022, Revised Selected Pap

ISBN-13: 9783031306471 / Angielski

Vladimir M. Vishnevskiy; Konstantin E. Samouylov; Dmitry V. Kozyrev

Spis treści

​Distributed Systems Applications.- A Survey of the Implementations of Model Inversion Attacks.- Multidimensional information system metadata description using the "Data vault" methodology.- Application of convolutional neural networks for image detection and recognition based on a self-written generator.- Estimating a polyhedron method informativeness in the problem of checking the automaton by the statistical properties of the input and output sequences.- Visual Question Answering for Response Synthesis Based on Spatial Actions.- Application of the piecewise linear approximation method in a hardware accelerators of a neural networks based on a reconfigurable computing environments.- Boosting Adversarial Training in Adversarial Machine Learning.- Computer and Communication Networks.- On effectiveness of the adversarial attacks on the computer systems of biomedical images classification.- Multipath Transmission of Heterogeneous Traffic in Acceptable Delays with Packet Replication and Destruction of Expired Replicas in the Nodes that Make Up the Path.- The Probability of Timely Redundant Service in a Two-level Cluster of a Flow of Requests that is Heterogeneous in Functionality and Allowable Delays.- Characterizing the Effects of Base Station Variable Capacity on 5G Network Slicing Performance.- On Waiting Time Maxima in Queues with Exponential-Pareto Service Times.- Simulation of multimedia traffic delivery in WLAN.- A Model for 5G Millimeter Wave Service Rate Abstraction.- Cybersecurity System with State Observer and K-Means Clustering Machine Learning Model.- Collision Provenance using Decentralized Ledger.- A First-Priority Set of Telepresence Services and a Model Network for Research and Education.- Analytical Modeling of Distributed Systems.- Computational analysis of a service system with non-replenish queue.- Neuro-Fuzzy Model Based on Multidimensional Membership Function.- Controlled Markov Queueing Systems under Uncertainty.- Fuzzy Classification Model Based on Genetic Algorithm with Practical Example.- Preparing traffic to analyze the dynamics of its states by method of partial correlations.- On approximation of the time-probabilistic measures of a resource loss system with the waiting buffer.- A unified regenerative stability analysis of some non-conventional queueing models.- Speed-up simulation for reliability analysis of Wiener degradation process with random failure threshold.- Optimization and Stability of Some Discrete-Time Risk Models.- The Markov Model of the Needham-Schroeder Protocol.- Analysis of functioning photonic switches in next-generation networks using queueing theory and simulation modeling.- Two-Way Communication Retrial Queue with Markov Modulated Poisson Input and Multiple Types of Outgoing Calls.