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 …
Deep learning-based dynamic bandwidth allocation for future optical access networks
Over the last decade, Passive Optical Networks (PONs) have emerged as an ideal
candidate for next-generation broadband access networks. Meanwhile, machine learning …
candidate for next-generation broadband access networks. Meanwhile, machine learning …
Gradual migration of co-existing fixed/flexible optical networks for cloud-fog computing
Fog computing emerges as a great candidate to mitigate the unsolved problems of cloud
computing. Data migration between fog nodes and datacenters is placing huge bandwidth …
computing. Data migration between fog nodes and datacenters is placing huge bandwidth …
Routing and spectrum assignment: A metaheuristic for hybrid ordering selection in elastic optical networks
Routing and spectrum assignment (RSA) problem, in elastic optical networks, searches for a
route and a sufficient spectrum range to fit each network request. Solving these two …
route and a sufficient spectrum range to fit each network request. Solving these two …
Routing core and spectrum allocation algorithm for inter-core crosstalk and energy efficiency in space division multiplexing elastic optical networks
H Liu, Q Xiong, Y Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Elastic optical networks (EONs) and space-division multiplexing (SDM) have emerged as a
promising technology to accommodate the high-capacity and dynamic bandwidth demands …
promising technology to accommodate the high-capacity and dynamic bandwidth demands …
Pareto-Optimal Multi-Agent Cooperative Caching Relying on Multi-Policy Reinforcement Learning
Given the popularity of flawless telepresence and the resultants explosive growth of wireless
video applications, besides handling the traffic surge, satisfying the demanding user …
video applications, besides handling the traffic surge, satisfying the demanding user …
[HTML][HTML] Resource management in 5G networks assisted by UAV base stations: Machine learning for overloaded Macrocell prediction based on users' temporal and …
RD Alfaia, AVF Souto, EHS Cardoso, JPL Araújo… - Drones, 2022 - mdpi.com
The rapid growth of data traffic due to the demands of new services and applications poses
new challenges to the wireless network. Unmanned aerial vehicles (UAVs) can be a solution …
new challenges to the wireless network. Unmanned aerial vehicles (UAVs) can be a solution …
Service function path provisioning with topology aggregation in multi-domain optical networks
Traffic flows are often processed by a chain of Service Functions (SFs)(known as Service
Function Chaining (SFC)) to satisfy service requirements. The deployed path for a SFC is …
Function Chaining (SFC)) to satisfy service requirements. The deployed path for a SFC is …
DRL-assisted reoptimization of network slice embedding on EON-enabled transport networks
SS Johari, S Taeb, N Shahriar… - … on Network and …, 2023 - ieeexplore.ieee.org
5G transport networks will support dynamic services with diverse requirements through
network slicing. Elastic Optical Networks (EONs) facilitate transport network slicing by …
network slicing. Elastic Optical Networks (EONs) facilitate transport network slicing by …
Service restoration in multi-modal optical transport networks with reinforcement learning
Optical transport networks (OTNs), while increasingly popular, can be affected in ways that
are challenging to restore efficiently. This study investigates the problem of service …
are challenging to restore efficiently. This study investigates the problem of service …