An overview on application of machine learning techniques in optical networks
Today's telecommunication networks have become sources of enormous amounts of widely
heterogeneous data. This information can be retrieved from network traffic traces, network …
heterogeneous data. This information can be retrieved from network traffic traces, network …
Machine learning for intelligent optical networks: A comprehensive survey
With the rapid development of Internet and communication systems, both in the aspect of
services and technologies, communication networks have been suffering increasing …
services and technologies, communication networks have been suffering increasing …
P4 edge node enabling stateful traffic engineering and cyber security
Next-generation edge nodes interfacing innovative IT clusters, 5G fronthaul, and internet of
things (IoT) gateways to the optical metro/core network will require advanced and dynamic …
things (IoT) gateways to the optical metro/core network will require advanced and dynamic …
OpenConfig and OpenROADM automation of operational modes in disaggregated optical networks
OpenConfig and OpenROADM are emerging as the most relevant initiatives to support
partial disaggregation, in which the optical line system is provided by a single vendor while …
partial disaggregation, in which the optical line system is provided by a single vendor while …
Control of open and disaggregated transport networks using the Open Network Operating System (ONOS)
Use of disaggregated equipment in optical transport networks is emerging as an attractive
solution to bring flexibility and break vendor lock-in dependencies. The disaggregation …
solution to bring flexibility and break vendor lock-in dependencies. The disaggregation …
Confidentiality-preserving machine learning algorithms for soft-failure detection in optical communication networks
Automated fault management is at the forefront of next-generation optical communication
networks. The increase in complexity of modern networks has triggered the need for …
networks. The increase in complexity of modern networks has triggered the need for …
Optical networks management and control: A review and recent challenges
In the last twenty years, optical networks have witnessed recurrent changes in their
management and control architecture. In this paper, we present a historical timeline and a …
management and control architecture. In this paper, we present a historical timeline and a …
Reliable and scalable Kafka-based framework for optical network telemetry
Telemetry data acquisition is becoming crucial for efficient detection and timely reaction in
the case of network status changes, such as failures. Streaming telemetry data to many …
the case of network status changes, such as failures. Streaming telemetry data to many …
Enhancing lightpath QoT computation with machine learning in partially disaggregated optical networks
Increasing traffic demands are causing network operators to adopt disaggregated and open
networking solutions to better exploit optical transmission capacity, and consequently …
networking solutions to better exploit optical transmission capacity, and consequently …
Software‐defined networks for optical networks using flexible orchestration: Advances, challenges, and opportunities
K Nsafoa-Yeboah, ET Tchao… - Journal of Computer …, 2022 - Wiley Online Library
Optical networks offer a wide range of benefits to the telecommunication sector worldwide
with their provision of higher bandwidth, which leads to faster data speed, longer …
with their provision of higher bandwidth, which leads to faster data speed, longer …