Machine learning for intelligent optical networks: A comprehensive survey

R Gu, Z Yang, Y Ji - Journal of Network and Computer Applications, 2020 - Elsevier
With the rapid development of Internet and communication systems, both in the aspect of
services and technologies, communication networks have been suffering increasing …

[HTML][HTML] Approximate computing in B5G and 6G wireless systems: A survey and future outlook

HJ Damsgaard, A Ometov, MM Mowla, A Flizikowski… - Computer Networks, 2023 - Elsevier
As modern 5G systems are being deployed, researchers question whether they are sufficient
for the oncoming decades of technological evolution. Growing numbers of interconnected …

Deep learning-based traffic prediction for network optimization

S Troia, R Alvizu, Y Zhou, G Maier… - … on Transparent Optical …, 2018 - ieeexplore.ieee.org
In recent years, researchers realized that the analysis of traffic datasets can reveal valuable
information for the management of mobile and metro-core networks. That is getting more …

Machine learning-based routing and wavelength assignment in software-defined optical networks

I Martín, S Troia, JA Hernández… - … on Network and …, 2019 - ieeexplore.ieee.org
Recently, machine learning (ML) has attracted the attention of both researchers and
practitioners to address several issues in the optical networking field. This trend has been …

Optimal path planning for selective waste collection in smart cities

MV Bueno-Delgado, JL Romero-Gázquez, P Jiménez… - Sensors, 2019 - mdpi.com
Waste collection is one of the targets of smart cities. It is a daily task in urban areas and it
entails the planning of waste truck routes, taking into account environmental, economic and …

An architecture to support autonomic slice networking

L Velasco, L Gifre… - Journal of Lightwave …, 2017 - ieeexplore.ieee.org
Network slices combine resource virtualization with the isolation level required by future 5G
applications. In addition, the use of monitoring and data analytics help to maintain the …

The trident scientific workflow workbench

R Barga, J Jackson, N Araujo, D Guo… - 2008 IEEE Fourth …, 2008 - ieeexplore.ieee.org
In our demonstration we present Trident, a scientific workflow workbench built on top of a
commercial workflow system to leverage existing functionality to the extent possible. Trident …

Evaluation of core-continuity-constrained ROADMs for flex-grid/MCF optical networks

FJ Moreno-Muro, R Rumipamba-Zambrano… - Journal of Optical …, 2017 - opg.optica.org
To effectively keep pace with the global IP traffic growth forecasted in the years to come, flex-
grid over multi-core fiber (MCF) networks can bring superior spectrum utilization flexibility, as …

Collaborations between industry and academia for future workforce development: construction practitioners' perspective

AO Yusuf, A Afolabi, A Akanmu, H Murzi… - Engineering …, 2024 - emerald.com
Purpose There is a growing mismatch between the skill demands of the industry and the
offerings of academia. One way of reducing this mismatch is by improving collaborations …

Multilayer protection-at-lightpath for reliable slicing with isolation in optical metro-aggregation networks

A Marotta, D Cassioli, M Tornatore, Y Hirota… - Journal of Optical …, 2022 - opg.optica.org
The high reliability required by many future-generation network services can be enforced by
proper resource assignments by means of logical partitions, ie, network slices, applied in …