Optical Networking Gym: an open-source toolkit for resource assignment problems in optical networks
C Natalino, T Magalhães, F Arpanaei… - Journal of Optical …, 2024 - opg.optica.org
The dynamic provisioning of optical network services requires algorithms to find a suitable
solution given the specific service requirements and the current network state. These …
solution given the specific service requirements and the current network state. These …
Unified monitoring and telemetry platform supporting network intelligence in optical networks
In recent years, machine-learning (ML) applications have<? TeX 2pc 0pt?> generated
considerable interest and shown great potential in optimizing optical network management …
considerable interest and shown great potential in optimizing optical network management …
DRL-based fragmentation-and impairment-aware resource allocation algorithm in C+ L band elastic optical networks
D Yan, N Feng, J Lv, D Ren, J Hu, J Zhao - Optical Fiber Technology, 2025 - Elsevier
Efficient resource allocation and management can maximize the utilization of spectrum
resources in C+ L band elastic optical networks (EONs). To minimize spectrum …
resources in C+ L band elastic optical networks (EONs). To minimize spectrum …
Unified Monitoring and Telemetry Platform for Future Intelligent Optical Networks
With the advancement of machine learning (ML) in network automation, the importance of
telemetry and monitoring across entire optical networks is paramount. Traditional, localized …
telemetry and monitoring across entire optical networks is paramount. Traditional, localized …