Estimation of traffic matrices via super-resolution and federated learning

A Federated Learning Approach to Traffic Matrix Estimation using Super-resolution Techniques

R Amoroso, L Pappone… - 2023 IEEE 20th Consumer …, 2023 - ieeexplore.ieee.org
Network measurement and telemetry techniques are central to the management of modern
computer networks. Traffic matrix estimation is a popular technique that supports several …
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A New End-To-End Network Traffic Reconstruction Approach Based on Different Time Granularities

W Yang, D Jiang, J Chen, Z Wang, L Huo… - … on Simulation Tools and …, 2021 - Springer
End-to-end network traffic is an important input parameter for network planning and network
monitoring, which plays an important role in network management and design. This paper …
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Inferência da qualidade do serviço em enlaces de rede através de um método baseado em aprendizado federado

NAA da Silva, CAV Campos… - Anais do XXVIII Workshop …, 2023 - sol.sbc.org.br
A crescente demanda de acesso à Internet acarreta no aumento da demanda por melhorias
nas infraestruturas das redes provedoras de Internet e redes de pontos de acesso móvel, e …
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