Building a digital twin for intelligent optical networks [Invited Tutorial]
To support the development of intelligent optical networks, accurate modeling of the physical
layer is crucial. Digital twin (DT) modeling, which relies on continuous learning with real-time …
layer is crucial. Digital twin (DT) modeling, which relies on continuous learning with real-time …
Digital Twin of Optical Networks: A Review of Recent Advances and Future Trends
Digital twin (DT) has revolutionized optical communication networks by enabling their full life-
cycle management, including planning, prediction, optimization, upgrade, and …
cycle management, including planning, prediction, optimization, upgrade, and …
Failure Management Overview in Optical Networks
S Cruzes - IEEE Access, 2024 - ieeexplore.ieee.org
Conventional optical networks are limited by static operational methods that hinder their
scalability and effectiveness. As networks operate with reduced margins to maximize …
scalability and effectiveness. As networks operate with reduced margins to maximize …
Machine learning framework for timely soft-failure detection and localization in elastic optical networks
This work proposes a soft-failure evolution and localization framework to detect and localize
the root cause of future hard-failure incidents in a timely manner enabling repair actions to …
the root cause of future hard-failure incidents in a timely manner enabling repair actions to …
Measurement informed models and digital twins for optical fiber communication systems
Digital coherent transceivers have developed to the stage that they can monitor the physical
state of an optical network and thus are capable of generating data to build measurement …
state of an optical network and thus are capable of generating data to build measurement …
Applying digital twins to optical networks with cloud-native sdn controllers
The use of Network Digital Twins (NDT) in optical networks is a promising development that
can significantly improve network optimization, decision-making, and testing. The proposed …
can significantly improve network optimization, decision-making, and testing. The proposed …
Peer-to-peer disaggregated telemetry for autonomic machine-learning-driven transceiver operation
Autonomic networking and monitoring will drive the evolution of next generation software
defined networking (SDN) optical networks towards the zero touch networking paradigm …
defined networking (SDN) optical networks towards the zero touch networking paradigm …
A Software-Defined Approach to Enabling Network Controllers for Smart Environment Digital Twins
CC Wu, CC Lai… - … Conference on Cloud …, 2024 - ieeexplore.ieee.org
The rapid deployment of Internet-of-Things (IoT) devices in smart environments such as
smart campuses and cities necessitates robust Quality-of-Service (QoS) management …
smart campuses and cities necessitates robust Quality-of-Service (QoS) management …
Demonstration of packet-optical intent-based survivability using mininet-optical
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical Page 1
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical Rossano P …
Demonstration of Packet-Optical Intent-Based Survivability Using Mininet-Optical Rossano P …
Soft-failure identification and localization method based on received optical signal quality and repeater nodes' performance
H Yamamoto, K Watanabe, H Date… - 2023 Optical Fiber …, 2023 - ieeexplore.ieee.org
Conference title, upper and lower case, bolded, 18 point type, centered Page 1 Soft-failure
Identification and Localization Method Based on Received Optical Signal Quality and Repeater …
Identification and Localization Method Based on Received Optical Signal Quality and Repeater …