| Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning A Sacco, F Esposito, G Marchetto, P Montuschi IEEE Transactions on Vehicular Technology 70 (5), 5003 - 5015, 2021 | 88 | 2021 |
| Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions O Aouedi, A Sacco, K Piamrat, G Marchetto IEEE Journal of Biomedical and Health Informatics 27 (2), 790-803, 2022 | 81 | 2022 |
| A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks A Sacco, F Esposito, G Marchetto Proceedings of the 6th IEEE Conference on Network Softwarization (NetSoft …, 2020 | 42 | 2020 |
| Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning A Sacco, M Flocco, F Esposito, G Marchetto IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 37 | 2021 |
| A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions O Aouedi, TH Vu, A Sacco, DC Nguyen, K Piamrat, G Marchetto, ... IEEE Communications Surveys & Tutorials, 2024 | 35 | 2024 |
| On Edge Computing for Remote Pathology Consultations and Computations A Sacco, F Esposito, G Marchetto, G Kolar, K Schwetye IEEE Journal of Biomedical and Health Informatics 24 (9), 2523 - 2534, 2020 | 29 | 2020 |
| RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge A Sacco, F Esposito, G Marchetto IEEE Transactions on Network and Service Management 17 (2), 986-999, 2020 | 28 | 2020 |
| An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios A Sacco, M Flocco, F Esposito, G Marchetto Computer Communications 160, 769-778, 2020 | 25 | 2020 |
| A Self-Learning Strategy for Task Offloading in UAV Networks A Sacco, F Esposito, G Marchetto, P Montuschi IEEE Transactions on Vehicular Technology 71 (4), 4301-4311, 2022 | 24 | 2022 |
| Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks A Sacco, F Esposito, G Marchetto IEEE Transactions on Green Communications and Networking 5 (3), 1114-1127, 2021 | 18 | 2021 |
| Supporting Sustainable Virtual Network Mutations with Mystique A Sacco, M Flocco, F Esposito, G Marchetto IEEE Transactions on Network and Service Management 18 (3), 2714 - 2727, 2021 | 13 | 2021 |
| APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks AV Ventrella, F Esposito, A Sacco, M Flocco, G Marchetto, S Gururajan Proceedings of the 8th IEEE International Conference on Cloud Networking …, 2019 | 13 | 2019 |
| Resource Inference for Task Migration in Challenged Edge Networks with RITMO A Sacco, F Esposito, G Marchetto Proceedings of the 9th IEEE International Conference on Cloud Networking …, 2020 | 12 | 2020 |
| LiveMicro: An Edge Computing System for Collaborative Telepathology A Sacco, F Esposito, P Okorie, G Marchetto 2nd {USENIX} Workshop on Hot Topics in Edge Computing (HotEdge '19), 2019 | 12 | 2019 |
| Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders A Sacco, F Esposito, G Marchetto IEEE Transactions on Network and Service Management 19 (3), 2521-2535, 2022 | 10 | 2022 |
| Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models A Sacco, F Esposito, G Marchetto IEEE Transactions on Network and Service Management 20 (3), 2244-2258, 2023 | 7 | 2023 |
| HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry A Sacco, A Angi, F Esposito, G Marchetto 2023 IEEE 24th International Conference on High Performance Switching and …, 2023 | 6 | 2023 |
| Partially Oblivious Congestion Control for the Internet via Reinforcement Learning A Sacco, M Flocco, F Esposito, G Marchetto IEEE Transactions on Network and Service Management 20 (2), 1644-1659, 2022 | 6 | 2022 |
| NLP4: An Architecture for Intent-Driven Data Plane Programmability A Angi, A Sacco, F Esposito, G Marchetto, A Clemm 2022 IEEE 8th International Conference on Network Softwarization (NetSoft …, 2022 | 6 | 2022 |
| On Control and Data Plane Programmability for Data-Driven Networking A Sacco, F Esposito, G Marchetto 2021 IEEE 22nd International Conference on High Performance Switching and …, 2021 | 6 | 2021 |
Guido MarchettoFull Professor, Politecnico di TorinoPatvirtintas el. paštas polito.it
