Luyao Guan

According to our database1, Luyao Guan authored at least 13 papers between 2019 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Potential failure cause identification for optical networks using deep learning with an attention mechanism.
JOCN, 2022

2021
Attention Mechanism-Driven Potential Fault Cause Identification in Optical Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Demonstration of AI-Assisted Intent-Based Traffic Grooming in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Transformer-based Alarm Context-Vectorization Representation for Reliable Alarm Root Cause Identification in Optical Networks.
Proceedings of the European Conference on Optical Communication, 2021

2020
Temporal data-driven failure prognostics using BiGRU for optical networks.
JOCN, 2020

A Space-Air-Ground Integrated Network Assisted Maritime Communication Network Based on Mobile Edge Computing.
Proceedings of the 2020 IEEE World Congress on Services, 2020

Interpretable Learning Algorithm Based on XGBoost for Fault Prediction in Optical Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

Demonstration of AI-Assisted Energy-Efficient Traffic Aggregation in 5G Optical Access Network.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

2019
Hierarchical Edge Cloud Enabling Network Slicing for 5G Optical Fronthaul.
JOCN, 2019

Adaptive Failure Prediction Using Long Short-term Memory in Optical Network.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Big-Data-Driven Dynamic Clustering and Load Balancing of Virtual Base Stations for 5G Fronthaul Network.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

A Multi-Migration Seamless Handover Scheme for Vehicular Networks in Fog-based 5G Optical Fronthaul.
Proceedings of the 2019 24th OptoElectronics and Communications Conference (OECC) and 2019 International Conference on Photonics in Switching and Computing (PSC), 2019

Load-Aware Dynamic Traffic Migration Enabling Low Latency in Hierarchical Edge Cloud-Based 5G Fronthaul.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019


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