Accurate fault location using deep neural evolution network in cloud data center interconnection

H Yang, X Zhao, Q Yao, A Yu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Due to the threat of failure and the discrete distribution of data center users, the research of
distributed cloud data center provides real-time cloud services with robustness, reliability …

Network telemetry streaming services in SDN-based disaggregated optical networks

F Paolucci, A Sgambelluri, F Cugini… - Journal of Lightwave …, 2018 - ieeexplore.ieee.org
Accurate real-time availability of transmission parameters at the network controller has the
potential to significantly improve the efficiency of control and management operations …

Reliable and scalable Kafka-based framework for optical network telemetry

A Sgambelluri, A Pacini, F Paolucci… - Journal of Optical …, 2021 - opg.optica.org
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 …

Dual-stage soft failure detection and identification for low-margin elastic optical network by exploiting digital spectrum information

L Shu, Z Yu, Z Wan, J Zhang, S Hu… - Journal of Lightwave …, 2019 - ieeexplore.ieee.org
Supported by advanced digital signal processing algorithms and application specific
integrated circuits, coherent receivers in elastic optical networks will be capable of …

Fully disaggregated ROADM white box with NETCONF/YANG control, telemetry, and machine learning-based monitoring

A Sgambelluri, JL Izquierdo-Zaragoza… - 2018 Optical Fiber …, 2018 - ieeexplore.ieee.org
Fully Disaggregated ROADM White Box with NETCONF/YANG Control, Telemetry, and Machine
Learning-based Monitoring Page 1 Tu3D.12.pdf OFC 2018 © OSA 2018 Fully Disaggregated …

Charting the future of optical access networks

JS Wey, D Khotimsky - European Conference and Exhibition on …, 2022 - opg.optica.org
Whereas the access segment of data communications was a relatively late adopter of optical
technologies compared with backbone and metro, it quickly became the main battleground …

GRPC-based SDN control and telemetry for soft-failure detection of spectral/spacial superchannels

R Vilalta, N Yoshikane, R Casellas… - 45th European …, 2019 - ieeexplore.ieee.org
This paper presents the first experimental demonstration of gRPC-based SDN control and
telemetry architecture for spectral/spatial super-channels with SDM/WDM transceivers that …

Research on DCI streaming telemetry system based on gNMI

W Zhong, X Zhao - 2023 4th International Conference on …, 2023 - ieeexplore.ieee.org
With the explosive growth of network traffic, networks become more and more complex, and
operators have more and more stringent requirements on network management. Aiming at …

Towards an open networking architecture

S Barguil, V Lopez… - … Conference on Optical …, 2020 - ieeexplore.ieee.org
Open Networking is a very relevant concept for the networking industry: including Over-The-
Top providers as well as Telco operators. There are two main concepts to enable an open …

Machine learning empowered intelligent data center networking

T Wang, B Li, M Chen, S Yu - Machine Learning Empowered Intelligent …, 2022 - Springer
Abstract Machine learning has been widely studied and practiced in data center networks,
and a large number of achievements have been made. In this chapter, we will review …