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Communication Dans Un Congrès Année : 2024

Field trial to assess bayesian optimization for improving QoT estimation

Résumé

A Bayesian optimization-based approach was investigated with data extracted from a live network as part of a field trial to retrieve hard-to-measure equipment parameters. These parameters were then utilized to improve the accuracy of the Quality of Transmission estimation.
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Dates et versions

hal-04420450 , version 1 (07-03-2024)

Identifiants

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Reda Ayassi, Ahmed Triki, Bertrand Le Guyader, Frank Florian, Thierry Marcot, et al.. Field trial to assess bayesian optimization for improving QoT estimation. 49th European Conference on Optical Communications (ECOC), Oct 2023, Glasgow, United Kingdom. ⟨10.1049/icp.2023.2087⟩. ⟨hal-04420450⟩
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