[HTML][HTML] A comprehensive survey on knowledge-defined networking

PADSN Wijesekara, S Gunawardena - Telecom, 2023 - mdpi.com
Traditional networking is hardware-based, having the control plane coupled with the data
plane. Software-Defined Networking (SDN), which has a logically centralized control plane …

Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks

MF Silva, A Sgambelluri, A Pacini… - Journal of Optical …, 2023 - opg.optica.org
Automated fault management is at the forefront of next-generation optical communication
networks. The increase in complexity of modern networks has triggered the need for …

Learning long-and short-term temporal patterns for ML-driven fault management in optical communication networks

MF Silva, A Pacini, A Sgambelluri… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The deployment of 5G and network slicing has challenged the current network management
requirements, triggering the need for programmable and software-driven architectures …

[HTML][HTML] Complex-valued phase transmittance RBF neural networks for massive MIMO-OFDM receivers

JA Soares, KS Mayer, FCC de Castro, DS Arantes - Sensors, 2021 - mdpi.com
Multi-input multi-output (MIMO) transmission schemes have become the techniques of
choice for increasing spectral efficiency in bandwidth-congested areas. However, the design …

Failures forecast in monitoring datacenter infrastructure through machine learning techniques: a systematic review

WL Neto, I de Morais Barroca Filho - … 13–16, 2021, Proceedings, Part IX …, 2021 - Springer
With the trend of accelerating digital transformation processes, datacenters (DC) are gaining
prominence as increasingly critical components for business success. Modern DC are …

DC Health: detecção de anomalias online em datacenters

W Lopes Neto - 2022 - repositorio.ufrn.br
Datacenters são ambientes críticos para a disponibilidade de serviços baseados em
tecnologia. Visando a alta disponibilidade desses serviços, métricas de performance dos …