03971nam 22007695 450 991098336180332120250626165209.03-031-70753-210.1007/978-3-031-70753-7(MiAaPQ)EBC31733706(Au-PeEL)EBL31733706(CKB)36378909200041(DE-He213)978-3-031-70753-7(EXLCZ)993637890920004120241019d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierAnalytical and Stochastic Modelling Techniques and Applications 28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024, Proceedings /edited by Arnaud Devos, András Horváth, Sabina Rossi1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (173 pages)Lecture Notes in Computer Science,1611-3349 ;148263-031-70752-4 Includes bibliographical references and index. -- 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.This book constitutes the refereed proceedings of the 28th International Conference on Analytical and Stochastic Modelling Techniques and Applications, ASMTA 2024, held in Venice, Italy, on June 14, 2024. The 10 full papers presented were carefully reviewed and selected from 14 submissions. These papers covered a wide range of topics in analytical and stochastic modeling techniques and their applications.Lecture Notes in Computer Science,1611-3349 ;14826Application softwareData protectionComputer scienceMathematicsMathematical statisticsComputer networksComputers, Special purposeComputer systemsComputer and Information Systems ApplicationsData and Information SecurityProbability and Statistics in Computer ScienceComputer Communication NetworksSpecial Purpose and Application-Based SystemsComputer System ImplementationApplication software.Data protection.Computer scienceMathematics.Mathematical statistics.Computer networks.Computers, Special purpose.Computer systems.Computer and Information Systems Applications.Data and Information Security.Probability and Statistics in Computer Science.Computer Communication Networks.Special Purpose and Application-Based Systems.Computer System Implementation.006.3Devos ArnaudHorváth AndrásRossi SabinaMiAaPQMiAaPQMiAaPQBOOK9910983361803321Analytical and stochastic modelling techniques and applications2278656UNINA