| 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 | 17 | 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 | 15 | 2022 |
| 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 | 5 | 2023 |
| Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches ATJ Akem, B Bütün, M Gucciardo, M Fiore IEEE International Conference on Computer Communications, 2024 | 2 | 2024 |
| Encrypted Traffic Classification at Line Rate in Programmable Switches with Machine Learning ATJ Akem, G Fraysse, M Fiore IEEE/IFIP Network Operations and Management Symposium, 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 |
| Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions M Gucciardo, B Bütün, ATJ Akem, M Fiore IEEE International Conference on Computer Communications, 2024 | | 2024 |
| Towards Data-Driven Management of Mobile Networks through User Plane Inference ATJ Akem, M Fiore IEEE Network Operations and Management Symposium, 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
