NeuraliNQ: a neural network method for the transient performance analysis in non-Markovian queues

This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at...

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Detalhes bibliográficos
Autores: Garyfallos, Spyridon, Liu, Yunan, Barlet Ros, Pere|||0000-0001-7837-0886, Cabellos Aparicio, Alberto|||0000-0001-9329-7584
Formato: artículo
Fecha de publicación:2025
País:España
Recursos:Universitat Politècnica de Catalunya (UPC)
Repositorio:UPCommons. Portal del coneixement obert de la UPC
Idioma:inglés
OAI Identifier:oai:upcommons.upc.edu:2117/451828
Acesso em linha:https://hdl.handle.net/2117/451828
https://dx.doi.org/10.1007/s11134-025-09952-3
Access Level:acceso embargado
Palavra-chave:Non-Markovian queues
Transient performance analysis in queues
Neural networks in queues
Recurrent neural network
Àrees temàtiques de la UPC::Informàtica
Descrição
Resumo:This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use, but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/s11134-025-09952-3