Lareb Zar Khan

According to our database, Lareb Zar Khan authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Model and data-centric machine learning algorithms to address data scarcity for failure identification.

Lareb Zar Khan, João Pedro, Nelson Costa, Andrea Sgambelluri, Antonio Napoli, Nicola Sambo

J. Opt. Commun. Netw., March, 2024

Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity.

Lareb Zar Khan, João Pedro, Omran Ayoub, Nelson Costa, Andrea Sgambelluri, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo

Proceedings of the International Conference on Optical Network Design and Modeling, 2024

2023

Data augmentation to improve performance of neural networks for failure management in optical networks.

Lareb Zar Khan, João Pedro, Nelson Costa, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo

JOCN, 2023

Data Augmentation to Reduce Computational Complexity of Neural-Network-Based Soft-Failure Cause Identifier.

Lareb Zar Khan, Pedro J. Freire, João Pedro, Nelson Costa, Antonio Napoli, Nicola Sambo

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

2022

Optical Network Alarms Classification using Unsupervised Machine Learning.

Lareb Zar Khan, Ahmed Triki, Maxime Laye, Nicola Sambo

Proceedings of the 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 International Conference on Photonics in Switching and Computing (PSC), 2022

2021

New Lower Bounds on the Capacity of Optical Fiber Channels via Optimized Shaping and Detection.

Marco Secondini, Stella Civelli, Enrico Forestieri, Lareb Zar Khan

CoRR, 2021