Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links

M Balanici, B Shariati, P Safari, G Bergk… - Optical Fiber …, 2024 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 * Geronimo
Bergk is now with Horváth AG, Rotebühlstraße 100, 70178 Stuttgart, Germany. Autonomous …

Adaptive dynamic bandwidth allocation algorithm supporting multi-services over Ethernet passive optical networks

X Li, L Dan, Q Wu - Optik, 2013 - Elsevier
In order to ensure fairness of each optical networks unit (ONU) in access network and meet
quality of service (QoS) requirements of differentiated service such as voice, video and data …

Data analysis-based autonomic bandwidth adjustment in software defined multi-vendor optical transport networks

Y Li, Y Zhao, J Zhang, X Yu, R Jing - Optics Express, 2017 - opg.optica.org
Network operators generally provide dedicated lightpaths for customers to meet the demand
for high-quality transmission. Considering the variation of traffic load, customers usually rent …

A data-driven bandwidth allocation framework with QoS considerations for EONs

T Panayiotou, K Manousakis… - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
This paper proposes a data-driven bandwidth allocation (BA) framework for periodically and
dynamically reconfiguring an elastic optical network according to predictive BA (PBA) …

Predictive credit based dynamic bandwidth allocation mechanisms in Ethernet passive optical network

CH Chen, HT Wu, KW Ke - TENCON 2006-2006 IEEE Region …, 2006 - ieeexplore.ieee.org
Ethernet passive optical networks (EPON) is being considered as promising solution for next-
generation broadband access network. EPON has the features of low-cost Ethernet …

Efficiency and fairness improvement for elastic optical networks using reinforcement learning-based traffic prediction

A Valkanis, G Papadimitriou, G Beletsioti… - Journal of Optical …, 2022 - opg.optica.org
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 …

Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks

M Balanici, P Safari, B Shariati, A Jafari… - 2024 Optical Fiber …, 2024 - ieeexplore.ieee.org
We demonstrate a real-time ML-assisted network automation pipeline for dynamic,
autonomous link-capacity allocation based on traffic-flow forecasting for optical metro …

Machine intelligence in supervising bandwidth allocation for low-latency communications

L Ruan, I Dias, E Wong - 2019 IEEE 20th International …, 2019 - ieeexplore.ieee.org
This paper presents the exploitation of an artificial neural network (ANN) to facilitate insights
into existing bandwidth allocation schemes in optical access networks and supervise …

Static bandwidth allocation on optical networks

V Mahadevan, W Yu, J Zhou - 2009 - eprints.um.edu.my
A detailed understanding of the many facets of the Internet's topological structure is critical
for evaluating the performance of networking protocols, for assessing the effectiveness of …

Capacity allocation in optical networks under dynamic lightpath demands

G Shen, RS Tucker - Optical Fiber Communication Conference, 2008 - opg.optica.org
Capacity Allocation in Optical Networks under Dynamic Lightpath Demands Page 1 Capacity
Allocation in Optical Networks under Dynamic Lightpath Demands Gangxiang Shen and …