Survey on machine learning for traffic-driven service provisioning in optical networks
T Panayiotou, M Michalopoulou… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The unprecedented growth of the global Internet traffic, coupled with the large spatio-
temporal fluctuations that create, to some extent, predictable tidal traffic conditions, are …
temporal fluctuations that create, to some extent, predictable tidal traffic conditions, are …
A survey of reconfigurable optical networks
Reconfigurable optical networks have emerged as a promising technology to efficiently
serve the fast-growing traffic produced by the digital society. This paper provides a survey of …
serve the fast-growing traffic produced by the digital society. This paper provides a survey of …
Automatic guarantee scheme for intent-driven network slicing and reconfiguration
Commonly, the network configuration leans upon the operators' experience to operate
network, including command-line configuration, middle-ware scripts, and troubleshooting …
network, including command-line configuration, middle-ware scripts, and troubleshooting …
Extending P4 in-band telemetry to user equipment for latency-and localization-aware autonomous networking with AI forecasting
In beyond-5G networks, detailed end-to-end monitoring of specific application traffic will be
required along with the access-backhaul-cloud continuum to enable low latency service due …
required along with the access-backhaul-cloud continuum to enable low latency service due …
Metropolitan optical networks: A survey on single-layer architectures
LS de Sousa, AC Drummond - Optical Switching and Networking, 2023 - Elsevier
Metropolitan optical networks are undergoing significant transformations to continue being
able to provide services that meet the requirements of the applications of the future. The …
able to provide services that meet the requirements of the applications of the future. The …
Efficiency and fairness improvement for elastic optical networks using reinforcement learning-based traffic prediction
The characteristics of traffic in core networks have changed in recent years, with the data
flows among network nodes now showing large volumes but also large fluctuations during …
flows among network nodes now showing large volumes but also large fluctuations during …
Reinforcement learning in traffic prediction of core optical networks using learning automata
The development of technology related to optical core networks provides the appropriate
infrastructure for the reliable flow of information, that is constantly increasing with the …
infrastructure for the reliable flow of information, that is constantly increasing with the …
Optimal and near-optimal alpha-fair resource allocation algorithms based on traffic demand predictions for optical network planning
T Panayiotou, G Ellinas - Journal of Optical Communications and …, 2021 - opg.optica.org
We examine proactive network optimization in reconfigurable optical networks based on
traffic predictions. Specifically, the fair spectrum allocation (SA) problem is examined for a …
traffic predictions. Specifically, the fair spectrum allocation (SA) problem is examined for a …
Area-aware routing and spectrum allocation for the tidal traffic pattern in metro optical networks
With the increasing bandwidth requirements for people and the development of
urbanization, the movement of the population in the city (especially the supercity) has an …
urbanization, the movement of the population in the city (especially the supercity) has an …
Metropolitan optical networks: A survey on new architectures and future trends
LS de Sousa, AC Drummond - arXiv preprint arXiv:2201.10709, 2022 - arxiv.org
Metropolitan optical networks are undergoing major transformations to continue being able
to provide services that meet the requirements of the applications of the future. The arrival of …
to provide services that meet the requirements of the applications of the future. The arrival of …