A Novel Traffic Classification Approach by Employing Deep Learning on Software-Defined Networking

A Novel Traffic Classification Approach by Employing Deep Learning on Software-Defined Networking

The ever-increasing diversity of Internet applications and the rapid evolution of network infrastructure due to emerging technologies have made network management more challenging. Effective traffic classification is critical for efficiently managing network resources and aligning with service quali...

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Bibliographic Details
Main Authors: Daniel Nuñez-Agurto, Walter Fuertes, Luis Marrone, Eduardo Benavides-Astudillo, Christian Coronel-Guerrero, Franklin Perez
Format: Article
Language:English
Published: MDPI AG 2024-04-01
Series:Future Internet
Subjects:
traffic classification
SDN
deep learning
recurrent neural network
GRU
BiGRU
Online Access:https://www.mdpi.com/1999-5903/16/5/153

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https://www.mdpi.com/1999-5903/16/5/153

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