| 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 |
| 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 | 1 | 2023 |
| Development of a Simplified Mock Circulation Loop for Cardiovascular Flow Measurement JAG Clet, YS Lin, CH Weng, YLD Ho, CCK Huang, S Yan 2023 15th Biomedical Engineering International Conference (BMEiCON), 1-5, 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 |
| 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 | 2 | 2023 |
| 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 | 1 | 2023 |
| DRL-based RMSCA for SDM Networks with Core Switching in Multi-Core Fibres Y Teng, R Yang, C Natalino, S Shen, P Monti, R Nejabati, S Yan, ... 2023 International Conference on Photonics in Switching and Computing (PSC), 1-3, 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 |
| QKD-Secured and Dynamic Multi-tenant O-RAN 5G Fronthaul with Quantum and Classical Channels Co-existence RD Oliveira, R Wang, E Arabul, S Bahrani, M Yang, C Vrontos, S Yan, ... Proceedings of the 49th European Conference on Optical Communications (ECOC 23), 2023 | | 2023 |
| Suspect fault screen assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks R Wang, J Zhang, S Yan, C Zeng, H Yu, Z Gu, B Zhang, T Taleb, Y Ji Journal of Optical Communications and Networking 15 (7), C88-C99, 2023 | 4 | 2023 |
| Nlp powered intent based network management for private 5g networks J Mcnamara, D Camps-Mur, M Goodarzi, H Frank, L Chinchilla-Romero, ... IEEE Access, 2023 | 7 | 2023 |
| LSTM Assisted Optical Transmission Performance Analysis over a 493-km Field-Trial DS S. Shen, R. Yang, H. Li, Z. Shi, R. Wang, R. Nejabati, S. Yan The Optical Fiber Communications Conference And Exhibition - OFC 2023, 2023 | 3* | 2023 |
| 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 | 3 | 2023 |
| 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 | 8 | 2023 |
| Bi2O2Te Nanosheets Saturable Absorber‐Based Passive Mode‐Locked Fiber Laser: From Soliton Molecules to Harmonic Soliton Z Hui, X Bu, Y Wang, D Han, J Gong, L Li, X Li, S Yan Advanced Optical Materials 10 (24), 2201812, 2022 | 34 | 2022 |
| Edge-enhanced graph neural network for DU-CU placement and lightpath provision in X-Haul networks R Wang, J Zhang, Z Gu, S Yan, Y Xiao, Y Ji Journal of Optical Communications and Networking 14 (10), 828-839, 2022 | 16 | 2022 |
| Suspect fault screening assisted graph aggregation network for intra-/inter-node failure localization in ROADM-based optical networks R Wang, J Zhang, S Yan, C Zeng, H Yu, Z Gu, B Zhang, T Taleb, Y Ji European Conference and Exhibition on Optical Communication, We4B. 4, 2022 | 3 | 2022 |
Dimitra Simeonidou FREng, FIEEEUniversity of Bristol, Full Professor, Director Smart Internet Lab, Co-Director Bristol DigitalVerified email at bristol.ac.uk
