Demonstration of ML-Assisted Soft-Failure Localization Based on Network Digital Twins
Mayer, Kayol S., Pinto, Rossano P., Soares, Jonathan A., Arantes, Dalton S., Rothenberg, Christian E., Cavalcante, Vinicius, Santos, Leonardo L., Moraes, Filipe D., Mello, Darli A. A.
Published in Journal of lightwave technology (15.07.2022)
Published in Journal of lightwave technology (15.07.2022)
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Journal Article
Discrete-time ℋ2 and ℋ∞ poly-quadratic filter designs for polytopic LPV systems
de Oliveira, Matheus S., Mayer, Kayol S., Pereira, Renan L.
Published in International journal of systems science (27.07.2022)
Published in International journal of systems science (27.07.2022)
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Journal Article
Machine-learning-based soft-failure localization with partial software-defined networking telemetry
Mayer, Kayol S., Soares, Jonathan A., Pinto, Rossano P., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.
Published in Journal of optical communications and networking (01.10.2021)
Published in Journal of optical communications and networking (01.10.2021)
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Journal Article
On the Computational Complexities of Complex-Valued Neural Networks
Mayer, Kayol S., Soares, Jonathan A., Cruz, Ariadne A., Arantes, Dalton S.
Published in 2023 IEEE Latin-American Conference on Communications (LATINCOM) (15.11.2023)
Published in 2023 IEEE Latin-American Conference on Communications (LATINCOM) (15.11.2023)
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Conference Proceeding
Chat-IBN-RASA: Building an Intent Translator for Packet-Optical Networks based on RASA
Cesila, Celso H., Pinto, Rossano P., Mayer, Kayol S., Escallon-Portilla, Andres F., Mello, Darli A. A., Arantes, Dalton S., Rothenberg, Christian E.
Published in 2023 IEEE 9th International Conference on Network Softwarization (NetSoft) (19.06.2023)
Published in 2023 IEEE 9th International Conference on Network Softwarization (NetSoft) (19.06.2023)
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Conference Proceeding
DNN-based QoT Estimation Using Topological Inputs and Training with Synthetic-Physical Data
Mayer, Kayol S., Dos Santos, Luan C. M., Pinto, Rossano P., Dal Maso, Marcos P. A., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.
Published in 2023 IEEE Photonics Conference (IPC) (12.11.2023)
Published in 2023 IEEE Photonics Conference (IPC) (12.11.2023)
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Conference Proceeding
High data-rates and high-order DP-QAM optical links can be efficiently implemented with concurrent equalization
Mayer, Kayol S., Moreira, Veruska R., Soares, Jonathan A., Arantes, Dalton S.
Published in 2020 Photonics North (PN) (01.05.2020)
Published in 2020 Photonics North (PN) (01.05.2020)
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Conference Proceeding
A deep neural network model for link failure identification in multi-path ROADM based networks
Shimizu, Denis Y., Mayer, Kayol S., Soares, Jonathan A., Arantes, Dalton S.
Published in 2020 Photonics North (PN) (01.05.2020)
Published in 2020 Photonics North (PN) (01.05.2020)
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Conference Proceeding
Discrete-time ℋ 2 and ℋ ∞ poly-quadratic filter designs for polytopic LPV systems
de Oliveira, Matheus S., Mayer, Kayol S., Pereira, Renan L.
Published in International journal of systems science (27.07.2022)
Published in International journal of systems science (27.07.2022)
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Journal Article
On the Parameter Selection of Phase-transmittance Radial Basis Function Neural Networks for Communication Systems
Soares, Jonathan A., Mayer, Kayol S., Arantes, Dalton S.
Published in 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) (05.05.2024)
Published in 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) (05.05.2024)
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Conference Proceeding
Deep Complex-valued Radial Basis Function Neural Networks and Parameter Selection
Soares, Jonathan A, Luiz, Vinícius H, Arantes, Dalton S, Mayer, Kayol S
Published in arXiv.org (15.08.2024)
Published in arXiv.org (15.08.2024)
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Paper
Journal Article
Packet-Optical Differentiated Survivability Implemented by P4 Slices and gNMI Telemetry
Pinto, Rossano P., Mayer, Kayol S., Arantes, Dalton S., Mello, Darli A. A., Rothenberg, Christian E.
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
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Conference Proceeding
Network-wide QoT Estimation Using SGD with Gradient Transfer Between Wavelengths
Mayer, Kayol S., Soares, Jonathan A., Dal Maso, Marcos P. A., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.
Published in 2024 Optical Fiber Communications Conference and Exhibition (OFC) (24.03.2024)
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Published in 2024 Optical Fiber Communications Conference and Exhibition (OFC) (24.03.2024)
Conference Proceeding
When Digital Twins Meet Optical Networks Operations
Mello, Darli A. A., Mayer, Kayol S., Escallon-Portilla, Andres F., Arantes, Dalton S., Pinto, Rossano P., Rothenberg, Christian E.
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
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Conference Proceeding
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical
Pinto, Rossano P., Cesila, Celso H., Mayer, Kayol S., Portilla, Andres F. E., Arantes, Dalton S., Mello, Darli A. A., Rothenberg, Christian E.
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
Published in 2023 Optical Fiber Communications Conference and Exhibition (OFC) (01.03.2023)
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Conference Proceeding
Demonstration of Machine-Intelligent Soft-Failure Localization Using SDN Telemetry
Pinto, Rossano P., Mayer, Kayol S., Soares, Jonathan A., Arantes, Dalton S., Mello, Darli A. A., Cavalcante, Vinicius, Santos, Leonardo L., Moraes, Filipe D., Rothenberg, Christian E.
Published in 2021 Optical Fiber Communications Conference and Exhibition (OFC) (01.06.2021)
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Published in 2021 Optical Fiber Communications Conference and Exhibition (OFC) (01.06.2021)
Conference Proceeding
Soft Failure Localization Using Machine Learning with SDN-based Network-wide Telemetry
Mayer, Kayol S., Soares, Jonathan A., Pinto, Rossano P., Rothenberg, Christian E., Arantes, Dalton S., Mello, Darli A. A.
Published in 2020 European Conference on Optical Communications (ECOC) (01.12.2020)
Published in 2020 European Conference on Optical Communications (ECOC) (01.12.2020)
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Conference Proceeding
Bandwidth Efficient Gaussian Minimum Frequency-Shift Keying Approach for Software Defined Radio
Galvao, Lucas C., Muller, Candice, De Castro, Maria Cristina F, De Castro, Fernando. C. C., Mayer, Kayol S.
Published in 2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI) (01.08.2018)
Published in 2018 31st Symposium on Integrated Circuits and Systems Design (SBCCI) (01.08.2018)
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Conference Proceeding