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 | 40 | 2021 |
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 | 22 | 2020 |
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 | 22 | 2020 |
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 | 21 | 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 | 20 | 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 | 17 | 2021 |
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 | 11 | 2022 |
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 | 11 | 2019 |
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 | 10 | 2019 |
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 | 9 | 2022 |
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 | 9 | 2021 |
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 | 6 | 2020 |
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 | 5 | 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 | 4 | 2021 |
A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks A Sacco, F Esposito, G Marchetto Proceedings of the 16th International Conference on emerging Networking …, 2020 | 3 | 2020 |
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 | 2 | 2021 |
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures X Tao, F Esposito, A Sacco, G Marchetto Proceedings of the 5th IEEE Conference on Network Softwarization (NetSoft …, 2019 | 2 | 2019 |
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information A Sacco, F Esposito, G Marchetto 2023 IEEE 20th Consumer Communications & Networking Conference (CCNC), 529-534, 2023 | 1 | 2023 |
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 | 1 | 2022 |
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems A Sacco, G Marchetto, R Sisto, F Valenza Proceedings of the 16th IEEE International Conference on Factory …, 2020 | 1 | 2020 |