| 2026 | HPSR | BRAT: An Intent-to-Kubernetes Translation via LLM Fine-Tuning. | Antonino Angi, Liubov Nedoshivina, Alessio Sacco, Stefano Braghin, Mark Purcell |
| 2026 | NetSoft | MERGE: Multi-Scenario Embedding for Robust Generalization in Network Anomaly Detection. | Christian Colella, Cristiano Serra, Alessio Sacco, Guido Marchetto |
| 2026 | NetSoft | Binocular: Dual-Plane Anomaly Detection with In-Switch Inference and Control-Plane Refinement. | Simone Geraci, Lorenzo Pappone, Alessio Sacco, Flavio Esposito |
| 2026 | PERCOM | Formal Verification and Mitigation of Vulnerabilities in the IMDGuard Protocol. | Christian Coduri, Alessio Sacco, Guido Marchetto, Riccardo Sisto |
| 2026 | WiOpt | GLASS: Knowledge Graph-Guided for LLM-Assisted Semantic Communication. | Loris Bacaloni, Alessio Sacco |
| 2025 | ACL | A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest. | Antonino Angi, Liubov Nedoshivina, Alessio Sacco, Stefano Braghin, Mark Purcell |
| 2025 | CNSM | Enforcing Security Policies in the Application Layer and the Data Plane. | Federico Rinaudi, Alessio Sacco, Guido Marchetto |
| 2025 | DSN | Privacy Analysis of Oblivious DNS over HTTPS: a Website Fingerprinting Study. | Mohammad Amir Salari, Abhinav Kumar, Federico Rinaudi, Reza Tourani, Alessio Sacco, Flavio Esposito |
| 2025 | HPSR | Flecto: Cross-Layer Adaptive Congestion Control with Reinforcement Learning. | Cristiano Serra, Emilio Paolini, Roger Immich, Alessio Sacco, Guido Marchetto, Flavio Esposito |
| 2025 | LCN | Intent-Based Kubernetes Configuration via LLMs: Current Trends and Open Challenges. | Alessio Sacco, Cristian Zilli, Guido Marchetto |
| 2025 | NetSoft | Optimizing Model Pruning in Decentralized Learning Networks with DFL-Trim. | Andrea Pinto, Alessandro Masci, Alessio Sacco, Guido Marchetto, Flavio Esposito |
| 2025 | NOMS | PathSafe: Secure Path Verification in Software-Defined Networks. | Doriana Monaco, Nikola Antonijevic, Sayon Duttagupta, Dave Singele, Alessio Sacco, Eduard Marin, Bart Preneel |
| 2025 | NOMS | Scheduling Latency-Sensitive Tasks in the Cloud Continuum with Hierarchical Reinforcement Learning. | Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto |
| 2025 | NSDI | Mutant: Learning Congestion Control from Existing Protocols via Online Reinforcement Learning. | Lorenzo Pappone, Alessio Sacco, Flavio Esposito |
| 2024 | CNSM | ResCue: Inferring Fine-Grained Traffic Matrices via Distributed Deep Residual Networks. | Lorenzo Pappone, Cristian Zilli, Alessio Sacco, Flavio Esposito |
| 2024 | GLOBECOM | Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees. | Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto |
| 2024 | NetSoft | Recovering Missing Monitoring Data to Enhance Service Provisioning in the Edge-to-Cloud Continuum. | Gaetano Francesco Pittal, Cristian Zilli, Nicola Di Cicco, Gianluca Davoli, Alessio Sacco |
| 2024 | NOMS | Latency-aware Scheduling in the Cloud-Edge Continuum. | Cristopher Chiaro, Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto |
| 2024 | NOMS | Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. | Cristian Zilli, Alessio Sacco, Doriana Monaco, Okwudilichukwu Okafor, Flavio Esposito, Guido Marchetto |
| 2023 | HPSR | HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. | Alessio Sacco, Antonino Angi, Flavio Esposito, Guido Marchetto |
| 2023 | ICIN | A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. | Doriana Monaco, Alessio Sacco, Enrico Alberti, Guido Marchetto, Flavio Esposito |
| 2023 | NOMS | Towards Autonomous Computer Networks in Support of Critical Systems. | Alessio Sacco, Guido Marchetto |
| 2022 | CNSM | Howdah: Load Profiling via In-Band Flow Classification and P4. | Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm |
| 2022 | NetSoft | NLP4: An Architecture for Intent-Driven Data Plane Programmability. | Antonino Angi, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm |
| 2021 | CNSM | EdgeEcho: An Architecture for Echocardiology at the Edge. | Aman Khalid, Flavio Esposito, Alessio Sacco, Steven C. Smart |
| 2021 | HPSR | On Control and Data Plane Programmability for Data-Driven Networking. | Alessio Sacco, Flavio Esposito, Guido Marchetto |
| 2021 | INFOCOM | Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. | Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto |
| 2020 | CoNEXT | A distributed reinforcement learning approach for energy and congestion-aware edge networks. | Alessio Sacco, Flavio Esposito, Guido Marchetto |
| 2020 | NetSoft | A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. | Alessio Sacco, Flavio Esposito, Guido Marchetto |
| 2020 | WFCS | Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. | Alessio Sacco, Guido Marchetto, Riccardo Sisto, Fulvio Valenza |
| 2019 | NetSoft | A Policy-Based Architecture for Container Migration in Software Defined Infrastructures. | Xu Tao, Flavio Esposito, Alessio Sacco, Guido Marchetto |