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 …
OCATA: a deep-learning-based digital twin for the optical time domain
The development of digital twins to represent the optical transport network might enable
multiple applications for network operation, including automation and fault management. In …
multiple applications for network operation, including automation and fault management. In …
An intelligent optical telemetry architecture
L Velasco, P González, M Ruiz - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
An Intelligent Optical Telemetry Architecture Page 1 An Intelligent Optical Telemetry
Architecture Luis Velasco*, Pol González, and Marc Ruiz Optical Communications Group (GCO) …
Architecture Luis Velasco*, Pol González, and Marc Ruiz Optical Communications Group (GCO) …
[HTML][HTML] OTN-over-WDM optimization in 5G networks: key challenges and innovation opportunities
The continued growth of both mobile broadband and fixed broadband subscriptions as well
as the added deployment of Internet of Things devices has led to making 5G networks a …
as the added deployment of Internet of Things devices has led to making 5G networks a …
Distributed intelligence for pervasive optical network telemetry
L Velasco, P Gonzalez, M Ruiz - Journal of Optical …, 2023 - ieeexplore.ieee.org
Optical network automation and failure management require measuring the status and the
performance of the different network devices to anticipate any degradation and ensure the …
performance of the different network devices to anticipate any degradation and ensure the …
Distributed architecture supporting intelligent optical measurement aggregation and streaming event telemetry
P González, R Casellas… - Optical Fiber …, 2023 - opg.optica.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Distributed
Architecture Supporting Intelligent Optical Measurement Aggregation and Streaming Event …
Architecture Supporting Intelligent Optical Measurement Aggregation and Streaming Event …
Intelligent Network Maintenance Modeling for Fixed Broadband Networks in Sustainable Smart Homes
Due to the emergence of sustainable smart homes, each smart device requires more
bandwidth putting pressure on the existing home networks. A very good solution to ensure …
bandwidth putting pressure on the existing home networks. A very good solution to ensure …
Is Intelligence the Answer to Deal with the 5 V's of Telemetry Data?
Is Intelligence the Answer to Deal with the 5 V’s of Telemetry Data? Page 1 Is Intelligence the
Answer to Deal with the 5 V’s of Telemetry Data? L. Velasco*, S. Barzegar, and M. Ruiz Optical …
Answer to Deal with the 5 V’s of Telemetry Data? L. Velasco*, S. Barzegar, and M. Ruiz Optical …
[HTML][HTML] Deep learning-based adaptive compression and anomaly detection for smart B5G use cases operation
The evolution towards next-generation Beyond 5G (B5G) networks will require not only
innovation in transport technologies but also the adoption of smarter, more efficient …
innovation in transport technologies but also the adoption of smarter, more efficient …
Autonomous Flow Routing for Near Real-Time Quality of Service Assurance
S Barzegar, M Ruiz, L Velasco - IEEE Transactions on Network …, 2023 - ieeexplore.ieee.org
The deployment of beyond 5G and 6G network infrastructures will enable highly dynamic
services requiring stringent Quality of Service (QoS). Supporting such combinations in …
services requiring stringent Quality of Service (QoS). Supporting such combinations in …