Shuangyi Yan

Orcid: 0000-0002-5021-2840

According to our database1, Shuangyi Yan authored at least 67 papers between 2008 and 2024.

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Bibliography

2024
Ultra-high-capacity band and space division multiplexing backbone EONs: multi-core versus multi-fiber.
J. Opt. Commun. Netw., December, 2024

DRL-Based Energy-Efficient Baseband Function Deployments for Service-Oriented Open RAN.
IEEE Trans. Green Commun. Netw., March, 2024

Deep-reinforcement-learning-based RMSCA for space division multiplexing networks with multi-core fibers [Invited Tutorial].
J. Opt. Commun. Netw., 2024

From Hype to Reality: The Road Ahead of Deploying DRL in 6G Networks.
CoRR, 2024

DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks.
CoRR, 2024

NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

End-to-end QoT Predictions enhanced by GNPy-based Digital Twin with Network Telemetry.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Analyzing Ultra-Low Inter-Core Crosstalk Fibers in Band and Space Division Multiplexing EONs.
Proceedings of the 15th International Conference on Network of the Future, 2024

Unified Monitoring and Telemetry Platform for Future Intelligent Optical Networks.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

2023
Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks.
J. Opt. Commun. Netw., July, 2023

Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning.
CoRR, 2023

NLP Powered Intent Based Network Management for Private 5G Networks.
IEEE Access, 2023

DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres.
Proceedings of the International Conference on Photonics in Switching and Computing, 2023

DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks.
Proceedings of the 34th IEEE Annual International Symposium on Personal, 2023

986 km Field Trial of Cascaded ANN-based Link-Penalty Models for QoT Prediction.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

LSTM Assisted Optical Transmission Performance Analysis over a 493-km Field-Trial.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Multi - RAT Enhanced Private Wireless Networks with Intent-Based Network Management Automation.
Proceedings of the IEEE Globecom Workshops 2023, 2023

2022
DRL-Based Long-Term Resource Planning for Task Offloading Policies in Multiserver Edge Computing Networks.
IEEE Trans. Netw. Serv. Manag., December, 2022

Edge-enhanced graph neural network for DU-CU placement and lightpath provision in X-Haul networks.
JOCN, 2022

Energy-Efficient Baseband Function Deployments for Service-Oriented Open RAN.
CoRR, 2022

Techno-Economic Analysis of 5G Non-Public Network Architectures.
IEEE Access, 2022

2020
Hybrid Learning Assisted Abstraction for Service Performance Assessment over Multi-Domain Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Hardware-Efficient ROADM Design with Fiber-Core Bypassing for WDM/SDM Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

K-means assisted adaptively partitioned entropy loading for FBMC/OQAM system.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

An Efficient Hardware Generator for Massive Non-Stationary Fading Channels.
Proceedings of the IEEE Globecom Workshops, 2020

2019
Self-Learning Monitoring On-Demand Strategy for Optical Networks.
JOCN, 2019

Dynamic Abstraction of Optical Networks with Machine Learning Technologies.
Proceedings of the Optical Network Design and Modeling, 2019

Resource Analysis and Cost Modeling for End-to-End 5G Mobile Networks.
Proceedings of the Optical Network Design and Modeling, 2019

Field Trial of Machine-Learning-Assisted and SDN-Based Optical Network Management.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

A Comparison of Impairment Abstractions by Multiple Users of an Installed Fiber Infrastructure.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

Deep Reinforcement Learning for BBU Placement and Routing in C-RAN.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

2018
Fully SDN-Enabled All-Optical Architecture for Data Center Virtualization with Time and Space Multiplexing.
JOCN, 2018

Data-driven network analytics and network optimisation in SDN-based programmable optical networks.
Proceedings of the 2018 International Conference on Optical Network Design and Modeling, 2018

Field Trial of Gaussian Process Learning of Function-Agnostic Channel Performance Under Uncertainty.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Field Trial of Monitoring On-Demand at Intermediate-Nodes Through Bayesian Optimization.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Coordinated Fibre Span Power Optimisation and ROADM Input Power Management Strategy for Optical Networks.
Proceedings of the European Conference on Optical Communication, 2018

Field-Trial of Machine Learning-Assisted Quantum Key Distribution (QKD) Networking with SDN.
Proceedings of the European Conference on Optical Communication, 2018

2017
Multilayer Network Analytics With SDN-Based Monitoring Framework.
JOCN, 2017

Control Orchestration Protocol: Unified Transport API for Distributed Cloud and Network Orchestration.
JOCN, 2017

Investigation of optical impacts on virtualization using SDN-enabled transceiver and optical monitoring.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Field trial of a novel SDN enabled network restoration utilizing in-depth optical performance monitoring assisted network re-planning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Hardware programmable SDM/WDM ROADM.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Demonstration of NFV content delivery using SDN-enabled virtual infrastructures.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2017

Field trial of Machine-Learning-assisted and SDN-based Optical Network Planning with Network-Scale Monitoring Database.
Proceedings of the European Conference on Optical Communication, 2017

Demonstration of Real-Time Modulation-Adaptable Transmitter.
Proceedings of the European Conference on Optical Communication, 2017

Robust Self-Learning Physical Layer Abstraction Utilizing Optical Performance Monitoring and Markov Chain Monte Carlo.
Proceedings of the European Conference on Optical Communication, 2017

2016
On the Filter Narrowing Issues in Elastic Optical Networks.
JOCN, 2016

Hardware-programmable optical networks.
Sci. China Inf. Sci., 2016

First demonstration of cognitive SDN orchestration: A real-time congestion-aware services provisioning over OFDM-based 400G OPS and Flexi-WDM OCS networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Demonstration of an SDN based monitoring framework for converged packet and optical networks analytics.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016

Optical network virtualization using multi-technology monitoring and optical virtualize-able transceiver.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2016


2015
DORIOS: Demonstration of an all-optical distributed CPU, memory, storage intra DCN interconnect.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2015

100G beyond Ethernet transport for inter- and intra-DCN communication with solutions and optical enabling technologies in the ICT STRAUSS project.
Proceedings of the 2015 European Conference on Networks and Communications, 2015


Evaluation of function-topology programmable (FTP) optical packet/circuit switched data centre interconnects.
Proceedings of the European Conference on Optical Communication, 2015

EVROS: All-optical programmable disaggregated data centre interconnect utilizing hollow-core bandgap fibre.
Proceedings of the European Conference on Optical Communication, 2015

Demonstration of optical virtualize-able transceiver using extended OpenFlow control.
Proceedings of the European Conference on Optical Communication, 2015



2014

Flexible optical infrastructure for Ethernet transport: Solutions and enabling technologies in the ICT STRAUSS project.
Proceedings of the European Conference on Networks and Communications, 2014

Demonstration of real-time ethernet to reconfigurable superchannel data transport over elastic optical network.
Proceedings of the European Conference on Optical Communication, 2014

First demonstration of all-optical programmable SDM/TDM intra data centre and WDM inter-DCN communication.
Proceedings of the European Conference on Optical Communication, 2014

Programmable optical packet/circuit switched data centre interconnects: Traffic modeling and evaluation.
Proceedings of the European Conference on Optical Communication, 2014

2013
Generation of 64-QAM signals using a single dual-drive IQ modulator driven by 4-level and binary electrical signals.
Proceedings of the 2013 Optical Fiber Communication Conference and Exposition and the National Fiber Optic Engineers Conference (OFC/NFOEC), 2013

2008
10 GHz wavelength tunable active mode-locked fiber ring laser based on semiconductor optical amplifier.
Proceedings of the 2008 International Conference on Advanced Infocomm Technology, 2008


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