Machine learning enhanced next-generation optical access networks—challenges and emerging solutions [Invited Tutorial]

Elaine Wong, Sourav Mondal, and Lihua Ruan

J. Opt. Commun. Netw. 15(2), A49-A62 (2023)  View: HTML | PDF

ADMIRE: collaborative data-driven and model-driven intelligent routing engine for traffic grooming in multi-layer X-Haul networks

Jiawei Zhang, Zhuo Chen, Bojun Zhang, Ruikun Wang, Huangxu Ma, and Yuefeng Ji

J. Opt. Commun. Netw. 15(2), A63-A73 (2023)  View: HTML | PDF

Real-time transponder architecture for hitless transmission baud rate switching in association with an auto-negotiation protocol

Eric Dutisseuil, Arnaud Dupas, Alexandre Gouin, Fabien Boitier, and Patricia Layec

J. Opt. Commun. Netw. 15(2), A74-A81 (2023)  View: HTML | PDF

Super-channel spectrum saving optimization procedure in elastic optical networks

Margita Radovic, Andrea Sgambelluri, Filippo Cugini, and Nicola Sambo

J. Opt. Commun. Netw. 15(2), 68-77 (2023)  View: HTML | PDF

Impact of the input OSNR on data-driven optical fiber channel modeling

Gao Ye, Junjiang Xiang, Gai Zhou, Meng Xiang, Jianping Li, Yuwen Qin, and Songnian Fu

J. Opt. Commun. Netw. 15(2), 78-86 (2023)  View: HTML | PDF

OCATA: a deep-learning-based digital twin for the optical time domain

D. Sequeira, M. Ruiz, N. Costa, A. Napoli, J. Pedro, and L. Velasco

J. Opt. Commun. Netw. 15(2), 87-97 (2023)  View: HTML | PDF

Reliable and cost effective all-optical wireless architecture for a broadband access network

Priyanka Singh, Vivek Ashok Bohara, and Anand Srivastava

J. Opt. Commun. Netw. 15(2), 98-110 (2023)  View: HTML | PDF

Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization

Giacomo Borraccini, Andrea D’Amico, Stefano Straullu, Fehmida Usmani, Arsalan Ahmad, and Vittorio Curri

J. Opt. Commun. Netw. 15(2), 111-118 (2023)  View: HTML | PDF

On the network design and control of an optical network: interconnecting multiple chips on a wafer

Ziyue Zhang, Didier Colle, Wouter Tavernier, and Mario Pickavet

J. Opt. Commun. Netw. 15(2), 119-132 (2023)  View: HTML | PDF  [Suppl. Mat. (3)]

Network-aware compute and memory allocation in optically composable data centers with deep reinforcement learning and graph neural networks

Zacharaya Shabka and Georgios Zervas

J. Opt. Commun. Netw. 15(2), 133-143 (2023)  View: HTML | PDF