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Supervised Learning of Neural Networks for Active Queue Management in the Internet

The paper examines the AQM mechanism based on neural networks. The active queue management allows packets to be dropped from the router’s queue before the buffer is full. The aim of the work is to use machine learning to create a model that copies the behavior of the AQM [Formula: see text] mechanis...

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Detalles Bibliográficos
Autores principales: Szyguła, Jakub, Domański, Adam, Domańska, Joanna, Marek, Dariusz, Filus, Katarzyna, Mendla, Szymon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347610/
https://www.ncbi.nlm.nih.gov/pubmed/34372216
http://dx.doi.org/10.3390/s21154979

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