| Flowrest: Practical flow-level inference in programmable switches with random forests ATJ Akem, M Gucciardo, M Fiore IEEE INFOCOM 2023-IEEE Conference on Computer Communications, 1-10, 2023 | 47 | 2023 |
| Henna: Hierarchical machine learning inference in programmable switches ATJ Akem, B Bütün, M Gucciardo, M Fiore Proceedings of the 1st International Workshop on Native Network Intelligence …, 2022 | 25 | 2022 |
| Jewel: Resource-efficient joint packet and flow level inference in programmable switches ATJ Akem, B Bütün, M Gucciardo, M Fiore IEEE INFOCOM 2024-IEEE Conference on Computer Communications, 1631-1640, 2024 | 15 | 2024 |
| Encrypted traffic classification at line rate in programmable switches with machine learning ATJ Akem, G Fraysse, M Fiore NOMS 2024-2024 IEEE Network Operations and Management Symposium, 1-9, 2024 | 12 | 2024 |
| Fast detection of cyberattacks on the metaverse through user-plane inference B Bütün, ATJ Akem, M Gucciardo, M Fiore 2023 IEEE International Conference on Metaverse Computing, Networking and …, 2023 | 9 | 2023 |
| Ultra-low latency user-plane cyberattack detection in sdn-based smart grids ATJ Akem, M Gucciardo, M Fiore Proceedings of the 15th ACM International Conference on Future and …, 2024 | 2 | 2024 |
| Evaluating the impact of flow length on the performance of in-switch inference solutions M Gucciardo, B Bütün, ATJ Akem, M Fiore IEEE INFOCOM 2024-IEEE Conference on Computer Communications Workshops …, 2024 | 2 | 2024 |
| Towards data-driven management of mobile networks through user plane inference ATJ Akem, M Fiore NOMS 2024-2024 IEEE Network Operations and Management Symposium, 1-4, 2024 | 1 | 2024 |
| A Machine Learning Approach to Temporal Traffic-Aware Energy-Efficient Cellular Networks ATJ Akem, E Mugume 2020 11th IEEE Annual Ubiquitous Computing, Electronics & Mobile …, 2020 | 1 | 2020 |
| User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks ATJ Akem ACM SIGMETRICS Performance Evaluation Review 52 (3), 15-18, 2025 | | 2025 |
| Real‐Time Encrypted Traffic Classification in Programmable Networks with P4 and Machine Learning ATJ Akem, G Fraysse, M Fiore International Journal of Network Management 35 (1), 2025 | | 2025 |
| Towards Real-Time Intrusion Detection in P4-Programmable 5G User Plane Functions ATJ Akem, M Fiore 2024 IEEE 32nd International Conference on Network Protocols (ICNP), 1-6, 2024 | | 2024 |
| User-Plane Algorithms for Stateless and Stateful Inference in Programmable Networks ATJ Akem Universidad Carlos III de Madrid, 2024 | | 2024 |
| Showcasing In-Switch Machine Learning Inference ATJ Akem, B Bütün, M Gucciardo, M Fiore 2023 IEEE 9th International Conference on Network Softwarization (NetSoft …, 2023 | | 2023 |
| Demonstrating Flow-Level In-Switch Inference M Gucciardo, ATJ Akem, B Bütün, M Fiore IEEE INFOCOM 2023-IEEE Conference on Computer Communications Workshops …, 2023 | | 2023 |
| Implementation and Scalability Evaluation of Random Forests for In-Switch Inference ATJ Akem, M Gucciardo, M Fiore 12th IMDEA Networks Annual International Workshop, 2022 | | 2022 |
Marco FioreIMDEA Networks Institute / Net AI Tech LtdVerified email at imdea.org
