Field Trial to Assess Bayesian Optimization for Improving QoT Estimation

Reda Ayassi; Ahmed Triki; Bertrand Le Guyader; Florian Frank; Thierry Marcot; Esther Le Rouzic; Maxime Laye; Roberto Minerva; Noel Crespi

doi:10.1049/icp.2023.2087

Field Trial to Assess Bayesian Optimization for Improving QoT Estimation

Reda Ayassi
, Ahmed Triki
, Bertrand Le Guyader
, Florian Frank
, Thierry Marcot
, Esther Le Rouzic
, Maxime Laye
, Roberto Minerva
, Noel Crespi

Orange Innovation
Telecom Sudparis

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

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.

langue originale	Anglais
titre	49th European Conference on Optical Communications, ECOC 2023
Editeur	Institution of Engineering and Technology
Pages	389-392
Nombre de pages	4
Volume	2023
Edition	34
ISBN (Electronique)	9781839539268
Les DOIs	https://doi.org/10.1049/icp.2023.2087
état	Publié - 1 janv. 2023
Evénement	49th European Conference on Optical Communications, ECOC 2023 - Hybrid, Glasgow, Royaume-Uni Durée: 1 oct. 2023 → 5 oct. 2023

Une conférence

Une conférence	49th European Conference on Optical Communications, ECOC 2023
Pays/Territoire	Royaume-Uni
La ville	Hybrid, Glasgow
période	1/10/23 → 5/10/23

Accès au document

10.1049/icp.2023.2087

Contient cette citation

Ayassi, R., Triki, A., Le Guyader, B., Frank, F., Marcot, T., Le Rouzic, E., Laye, M., Minerva, R., & Crespi, N. (2023). Field Trial to Assess Bayesian Optimization for Improving QoT Estimation. Dans 49th European Conference on Optical Communications, ECOC 2023 (34 Ed., Vol 2023, p. 389-392). Institution of Engineering and Technology. https://doi.org/10.1049/icp.2023.2087

@inproceedings{e37b735381694de6ac1918d9471b8f3a,

title = "Field Trial to Assess Bayesian Optimization for Improving QoT Estimation",

abstract = "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.",

author = "Reda Ayassi and Ahmed Triki and \{Le Guyader\}, Bertrand and Florian Frank and Thierry Marcot and \{Le Rouzic\}, Esther and Maxime Laye and Roberto Minerva and Noel Crespi",

note = "Publisher Copyright: {\textcopyright} The Institution of Engineering \& Technology 2023.; 49th European Conference on Optical Communications, ECOC 2023 ; Conference date: 01-10-2023 Through 05-10-2023",

year = "2023",

month = jan,

day = "1",

doi = "10.1049/icp.2023.2087",

language = "English",

volume = "2023",

pages = "389--392",

booktitle = "49th European Conference on Optical Communications, ECOC 2023",

publisher = "Institution of Engineering and Technology",

edition = "34",

}

Ayassi, R, Triki, A, Le Guyader, B, Frank, F, Marcot, T, Le Rouzic, E, Laye, M, Minerva, R & Crespi, N 2023, Field Trial to Assess Bayesian Optimization for Improving QoT Estimation. Dans 49th European Conference on Optical Communications, ECOC 2023. 34 edn, VOL. 2023, Institution of Engineering and Technology, p. 389-392, 49th European Conference on Optical Communications, ECOC 2023, Hybrid, Glasgow, Royaume-Uni, 1/10/23. https://doi.org/10.1049/icp.2023.2087

Field Trial to Assess Bayesian Optimization for Improving QoT Estimation. / Ayassi, Reda; Triki, Ahmed; Le Guyader, Bertrand et al.
49th European Conference on Optical Communications, ECOC 2023. Vol 2023 34. Ed. Institution of Engineering and Technology, 2023. p. 389-392.

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

TY - GEN

T1 - Field Trial to Assess Bayesian Optimization for Improving QoT Estimation

AU - Ayassi, Reda

AU - Triki, Ahmed

AU - Le Guyader, Bertrand

AU - Frank, Florian

AU - Marcot, Thierry

AU - Le Rouzic, Esther

AU - Laye, Maxime

AU - Minerva, Roberto

AU - Crespi, Noel

PY - 2023/1/1

Y1 - 2023/1/1

N2 - 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.

AB - 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.

U2 - 10.1049/icp.2023.2087

DO - 10.1049/icp.2023.2087

M3 - Conference contribution

AN - SCOPUS:85203451472

VL - 2023

SP - 389

EP - 392

BT - 49th European Conference on Optical Communications, ECOC 2023

PB - Institution of Engineering and Technology

T2 - 49th European Conference on Optical Communications, ECOC 2023

Y2 - 1 October 2023 through 5 October 2023

ER -

Field Trial to Assess Bayesian Optimization for Improving QoT Estimation

Résumé

Une conférence

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