Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks. Cicco, N. D., Talpini, J., Ibrahimi, M., Savi, M., & Tornatore, M. In IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023, pages 441–446, 2023. IEEE.
Paper doi bibtex @inproceedings{DBLP:conf/icc/CiccoTIST23,
author = {Nicola Di Cicco and
Jacopo Talpini and
Memedhe Ibrahimi and
Marco Savi and
Massimo Tornatore},
title = {Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian
Recurrent Neural Networks},
booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,
Italy, May 28 - June 1, 2023},
pages = {441--446},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICC45041.2023.10278767},
doi = {10.1109/ICC45041.2023.10278767},
timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icc/CiccoTIST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
Downloads: 0
{"_id":"9Ld8hn6rZsa6srxFG","bibbaseid":"cicco-talpini-ibrahimi-savi-tornatore-uncertaintyawareqotforecastinginopticalnetworkswithbayesianrecurrentneuralnetworks-2023","author_short":["Cicco, N. D.","Talpini, J.","Ibrahimi, M.","Savi, M.","Tornatore, M."],"bibdata":{"bibtype":"inproceedings","type":"inproceedings","author":[{"firstnames":["Nicola","Di"],"propositions":[],"lastnames":["Cicco"],"suffixes":[]},{"firstnames":["Jacopo"],"propositions":[],"lastnames":["Talpini"],"suffixes":[]},{"firstnames":["Memedhe"],"propositions":[],"lastnames":["Ibrahimi"],"suffixes":[]},{"firstnames":["Marco"],"propositions":[],"lastnames":["Savi"],"suffixes":[]},{"firstnames":["Massimo"],"propositions":[],"lastnames":["Tornatore"],"suffixes":[]}],"title":"Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks","booktitle":"IEEE International Conference on Communications, ICC 2023, Rome, Italy, May 28 - June 1, 2023","pages":"441–446","publisher":"IEEE","year":"2023","url":"https://doi.org/10.1109/ICC45041.2023.10278767","doi":"10.1109/ICC45041.2023.10278767","timestamp":"Thu, 02 Nov 2023 00:00:00 +0100","biburl":"https://dblp.org/rec/conf/icc/CiccoTIST23.bib","bibsource":"dblp computer science bibliography, https://dblp.org","bibtex":"@inproceedings{DBLP:conf/icc/CiccoTIST23,\n author = {Nicola Di Cicco and\n Jacopo Talpini and\n Memedhe Ibrahimi and\n Marco Savi and\n Massimo Tornatore},\n title = {Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian\n Recurrent Neural Networks},\n booktitle = {{IEEE} International Conference on Communications, {ICC} 2023, Rome,\n Italy, May 28 - June 1, 2023},\n pages = {441--446},\n publisher = {{IEEE}},\n year = {2023},\n url = {https://doi.org/10.1109/ICC45041.2023.10278767},\n doi = {10.1109/ICC45041.2023.10278767},\n timestamp = {Thu, 02 Nov 2023 00:00:00 +0100},\n biburl = {https://dblp.org/rec/conf/icc/CiccoTIST23.bib},\n bibsource = {dblp computer science bibliography, https://dblp.org}\n}\n\n","author_short":["Cicco, N. D.","Talpini, J.","Ibrahimi, M.","Savi, M.","Tornatore, M."],"key":"DBLP:conf/icc/CiccoTIST23","id":"DBLP:conf/icc/CiccoTIST23","bibbaseid":"cicco-talpini-ibrahimi-savi-tornatore-uncertaintyawareqotforecastinginopticalnetworkswithbayesianrecurrentneuralnetworks-2023","role":"author","urls":{"Paper":"https://doi.org/10.1109/ICC45041.2023.10278767"},"metadata":{"authorlinks":{}}},"bibtype":"inproceedings","biburl":"https://dblp.org/pid/11/6844.bib","dataSources":["ov3J6tXbhEeYaE6yx"],"keywords":[],"search_terms":["uncertainty","aware","qot","forecasting","optical","networks","bayesian","recurrent","neural","networks","cicco","talpini","ibrahimi","savi","tornatore"],"title":"Uncertainty-Aware QoT Forecasting in Optical Networks with Bayesian Recurrent Neural Networks","year":2023}