| 2025 | ICNP | Pallas: A Data-Plane-Only Approach to Accurate Persistent Flow Detection on Programmable Switches in High-Speed Networks. | Weihe Li, Beyza Btn, Tianyue Chu, Marco Fiore, Paul Patras |
| 2025 | INFOCOM | DUNE: Distributed Inference in the User Plane. | Beyza Btn, David De Andres Hernandez, Michele Gucciardo, Marco Fiore |
| 2025 | INFOCOM | Demonstrating Distributed Inference in the User Plane with DUNE. | Beyza Btn, David De Andres Hernandez, Josue Miguel Aguilar Polo, Michele Gucciardo, Marco Fiore |
| 2025 | WWW | Pontus: A Memory-Efficient and High-Accuracy Approach for Persistence-Based Item Lookup in High-Velocity Data Streams. | Weihe Li, Zukai Li, Beyza Btn, Alec F. Diallo, Marco Fiore, Paul Patras |
| 2024 | INFOCOM | Jewel: Resource-Efficient Joint Packet and Flow Level Inference in Programmable Switches. | Aristide Tanyi-Jong Akem, Beyza Btn, Michele Gucciardo, Marco Fiore |
| 2024 | INFOCOM | Evaluating the Impact of Flow Length on the Performance of In-Switch Inference Solutions. | Michele Gucciardo, Beyza Btn, Aristide Tanyi-Jong Akem, Marco Fiore |
| 2023 | INFOCOM | Demonstrating Flow-Level In-Switch Inference. | Michele Gucciardo, Aristide Tanyi-Jong Akem, Beyza Btn, Marco Fiore |
| 2023 | NetSoft | Showcasing In-Switch Machine Learning Inference. | Aristide Tanyi-Jong Akem, Beyza Btn, Michele Gucciardo, Marco Fiore |
| 2022 | CoNEXT | Henna: hierarchical machine learning inference in programmable switches. | Aristide Tanyi-Jong Akem, Beyza Btn, Michele Gucciardo, Marco Fiore |