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Analytical and stochastic modelling techniques and applications = 28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024 : proceedings /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Analytical and stochastic modelling techniques and applications/ edited by Arnaud Devos, András Horváth, Sabina Rossi.
其他題名:	28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024 : proceedings /
其他題名:	ASMTA 2024
其他作者:	Devos, Arnaud.
團體作者:	ASMTA (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2025.,
面頁冊數:	ix, 165 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Computer science - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-70753-7
ISBN:	9783031707537

Analytical and stochastic modelling techniques and applications = 28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024 : proceedings /
Analytical and stochastic modelling techniques and applications28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024 : proceedings /[electronic resource] :ASMTA 2024edited by Arnaud Devos, András Horváth, Sabina Rossi. - Cham :Springer Nature Switzerland :2025. - ix, 165 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,148261611-3349 ;. - Lecture notes in computer science ;14826..

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.

ISBN: 9783031707537

Standard No.: 10.1007/978-3-031-70753-7doiSubjects--Topical Terms:

606819
Computer science
--Congresses.

LC Class. No.: QA76.9.E94

Dewey Class. No.: 004.24

Analytical and stochastic modelling techniques and applications = 28th International Conference, ASMTA 2024, Venice, Italy, June 14, 2024 : proceedings /
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