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2022
F. I. Michelinakis, J. S. Pujol-Roig, S. Malacarne, M. Xie, T. Dreibholz, S. Majumdar, W. Y. Poe, G. Patounas, C. Guerrero, A. Elmokashfi et al. "AI Anomaly Detection for Cloudified Mobile Core Architectures." Transactions on Network and Service Management (2022).PDF icon tnsm2022.pdf (9.43 MB)
2021
M. A. Abdulkadir, Ö. Alay, A. Alexiou, M. Anastasopoulos, K. Antevski, E. Aumayr, D. Ayed, J. Baranda, R. Behravesh, C. Benzaid et al. AI and ML – Enablers for Beyond 5G Networks. Online: 5G PPP Technology Board, 2021.PDF icon ai-mlfornetworks-v1-0.pdf (5.61 MB)
M. Xie, F. I. Michelinakis, T. Dreibholz, J. Pujol-Roig, S. Malacarne, S. Majumdar, W. Y. Poe and A. Elmokashfi. An Exposed Closed-Loop Model for Customer-Driven Service Assurance Automation In 2021 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). Porto, Portugal: IEEE Computer Society, 2021.PDF icon eucnc2021.pdf (1.1 MB)
2020
M. Xie, J. Pujol-Roig, F. I. Michelinakis, T. Dreibholz, C. Guerrero, A. Sanchez, W. Y. Poe, Y. Wang and A. Elmokashfi. AI-Driven Closed-Loop Service Assurance with Service Exposures In Proceedings of the 29th IEEE European Conference on Networks and Communications (EuCNC). Dubrovnik, Dubrovnik-Neretva/Croatia: IEEE Computer Society, 2020.PDF icon eucnc2020.pdf (712.99 KB)
2019
M. Xie, W. Y. Poe, Y. Wang, A. J. González, A. Elmokashfi, J. A. P. Rodrigues and F. I. Michelinakis. Towards Closed Loop 5G Service Assurance Architecture for Network Slices as a Service In European Conference on Networks and Communications (EuCNC). IEEE, 2019.PDF icon towards_closed_loop_5g_service_assurance_architecture_for_network_slices_as_a_service.pdf (158.86 KB)