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Haiyuan Li
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Drl-based long-term resource planning for task offloading policies in multiserver edge computing networks
H Li, KDR Assis, S Yan, D Simeonidou
IEEE Transactions on Network and Service Management 19 (4), 4151-4164, 2022
132022
Protection by diversity in elastic optical networks subject to single link failure
KDR Assis, RC Almeida Jr, MJ Reed, AF Santos, HA Dinarte, ...
Optical Fiber Technology 75, 103208, 2023
82023
LSTM Assisted Optical Transmission Performance Analysis over a 493-km Field-Trial
S Shen, R Yang, H Li, Z Shi, R Wang, R Nejabati, S Yan, D Simeonidou
Optical Fiber Communication Conference, W4G. 4, 2023
32023
986 km field trial of cascaded ANN-based link-penalty models for QoT prediction
R Yang, S Shen, H Li, Z Shi, R Wang, R Nejabati, S Yan, D Simeonidou
2023 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2023
32023
DRL-based energy-efficient baseband function deployments for service-oriented Open RAN
H Li, A Emami, KDR Assis, A Vefeas, R Yang, R Nejabati, S Yan, ...
IEEE Transactions on Green Communications and Networking, 2023
22023
Resilient and energy efficient du-cu-mec deployments for service oriented reliable next generation metro access network
H Li, K Assis, A Vafeas, S Yan, D Simeonidou
47th WWRF, 2022
22022
Deployment of VNF service chains with grooming and resilience in elastic optical networks
H Li, KDR Assis, A Bravalheri, RC Almeida Jr, X Vasilakos, S Yan, ...
Optical Fiber Technology 81, 103482, 2023
12023
Field-trial demonstration of ML deployment in optical networks using telemetry and AI engine
S Shen, R Yang, H Li, Y Teng, R Wang, R Nejabati, S Yan, D Simeonidou
49th European Conference on Optical Communications (ECOC 2023) 2023, 1126-1129, 2023
12023
NetMind: Adaptive RAN Baseband Function Placement by GCN Encoding and Maze-solving DRL
H Li, P Li, KD Assis, A Aijaz, S Shen, R Nejabati, S Yan, D Simeonidou
arXiv preprint arXiv:2401.06722, 2024
2024
End-to-end QoT Predictions enhanced by GNPy-based Digital Twin with Network Telemetry
S Shen, O Li, A Tyrovolas, Y Teng, R Nejabati, S Yan, D Simeonidou
Optical Fiber Communications Conference and Exhibition, 1-3, 2023
2023
Adaptive Resource Management for Edge Network Slicing using Incremental Multi-Agent Deep Reinforcement Learning
H Li, Y Liu, X Zhou, X Vasilakos, R Nejabati, S Yan, D Simenidou
arXiv preprint arXiv:2310.17523, 2023
2023
Field Trial Demonstration of AI-Engine Driven Cross-Domain Rerouting and Optimisation in Dynamic Optical Networks
M Yang, O Li, Y Teng, S Shen, R Wang, RD Oliveira, R Nejabati, S Yan, ...
49th European Conference on Optical Communications (ECOC 2023), 1-4, 2023
2023
Multi-RAT enhanced Private Wireless Networks with Intent-Based Network Management Automation
A Emami, H Frank, W He, A Bravalheri, AC Nicolaescu, H Li, H Falaki, ...
IEEE Global Communications Conference, Globecom 2023, 2023
2023
DRL-Driven Intelligent Access Traffic Management for Hybrid 5G-WiFi Multi-RAT Networks
X Zhou, H Li, A Bravalheri, A Emami, R Nejabati, S Yan, D Simeonidou
2023 IEEE 34th Annual International Symposium on Personal, Indoor and Mobile …, 2023
2023
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