A Cloud Native SLA-Driven Stochastic Federated Learning Policy for 6G Zero-Touch Network Slicing S Roy, H Chergui, L Sanabria-Russo, C Verikoukis ICC 2022-IEEE International Conference on Communications, 4269-4274, 2022 | 9 | 2022 |
Design and optimization of a single mode octagonal photonic crystal fiber for high negative dispersion and high nonlinearity S Roy, SF Kayser, T Azmaeen 2016 5th International Conference on Informatics, Electronics and Vision …, 2016 | 9 | 2016 |
Towards Bridging the FL Performance-Explainability Trade-Off: A Trustworthy 6G RAN Slicing Use-Case S Roy, H Chergui, C Verikoukis IEEE Transactions on Vehicular Technology, 2024 | 8 | 2024 |
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing S Roy, F Rezazadeh, H Chergui, C Verikoukis ICC 2023-IEEE International Conference on Communications, 1238-1243, 2023 | 7 | 2023 |
TEFL: Turbo Explainable Federated Learning for 6G Trustworthy Zero-Touch Network Slicing S Roy, H Chergui, C Verikoukis arXiv preprint arXiv:2210.10147, 2022 | 5 | 2022 |
Federated Machine Reasoning for Resource Provisioning in 6G O-RAN S Roy, H Chergui, A Ksentini, C Verikoukis arXiv preprint arXiv:2406.06128, 2024 | 1 | 2024 |
Explanation-Guided Fair Federated Learning for Transparent 6G RAN Slicing S Roy, H Chergui, C Verikoukis IEEE Transactions on Cognitive Communications and Networking, 2024 | 1 | 2024 |
Design of a highly nonlinear single mode hexagonal photonic crystal fiber for high negative dispersion SF Kayser, S Roy, MT Khatun 2016 19th International Conference on Computer and Information Technology …, 2016 | 1 | 2016 |
6G-INTENSE: Intent-Driven Native Artificial Intelligence Architecture Supporting Network-Compute Abstraction and Sensing at the Deep Edge A Boutouchent, A Mekrache, A Ksentini, G Adhane, JPC da Fonseca, ... IEEE Vehicular Technology Magazine, 2025 | | 2025 |
Realizing Intent-driven Network Management with TM Forum Standards J Fonseca, G Adhane, K Togias, J Ojeda, S Roy, G Famitafreshi, ... | | |