Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks
We demonstrate a real-time ML-assisted network automation pipeline for dynamic,
autonomous link-capacity allocation based on traffic-flow forecasting for optical metro …
autonomous link-capacity allocation based on traffic-flow forecasting for optical metro …
Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links
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 …
Bergk is now with Horváth AG, Rotebühlstraße 100, 70178 Stuttgart, Germany. Autonomous …
Node-oriented traffic prediction and scheduling based on graph convolutional network in metro optical networks
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Node-Oriented
Traffic Prediction and Scheduling Based on Graph Convolutional Network in Metro Optical …
Traffic Prediction and Scheduling Based on Graph Convolutional Network in Metro Optical …
Hierarchical time-slot allocation for dynamic bandwidth control in optical layer-2 switch network
M Nakagawa, K Hattori, N Kimishima… - IEICE Transactions …, 2014 - search.ieice.org
We are developing an optical layer-2 switch network that uses both wavelength-division
multiplexing and time-division multiplexing technologies for efficient traffic aggregation in …
multiplexing and time-division multiplexing technologies for efficient traffic aggregation in …
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) …
dynamically reconfiguring an elastic optical network according to predictive BA (PBA) …
Traffic-based adaptive bandwidth adjustment for flexible OTN connectivity in optical networks
In conventional optical transport networks, the service form is the fixed bandwidth
connectivity, which is not flexible for carrying bursting traffic. To support the time-varying …
connectivity, which is not flexible for carrying bursting traffic. To support the time-varying …
Data analysis-based autonomic bandwidth adjustment in software defined multi-vendor optical transport networks
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 …
for high-quality transmission. Considering the variation of traffic load, customers usually rent …
Run, walk, crawl: Towards dynamic link capacities
Fiber optic cables are the workhorses of today's Internet services. Operators spend millions
of dollars to purchase, lease and maintain their optical backbone, making the efficiency of …
of dollars to purchase, lease and maintain their optical backbone, making the efficiency of …
Self-Adaptive Bandwidth Allocation to Address Dynamic Traffic Concept Drift in Optical Access Networks
In this invited talk, we will review our recent work on online reinforcement learning-based
dynamic bandwidth allocation (ORL-DBA) scheme that addresses concept drift in ML …
dynamic bandwidth allocation (ORL-DBA) scheme that addresses concept drift in ML …
Operationalizing partially disaggregated optical networks: an open standards-driven multi-vendor demonstration
E Le Rouzic, A Lindgren, S Melin… - Optical Fiber …, 2021 - opg.optica.org
We present and demonstrate service provisioning in partially disaggregated multi-vendor
network automation scenarios with online physical impairment validation. This work uses …
network automation scenarios with online physical impairment validation. This work uses …