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Alessio Sacco
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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
622021
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
282020
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
252022
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
232021
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
232020
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
232020
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
222020
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
182022
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
132021
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
132019
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
112019
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
102021
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
102020
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
82022
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
52019
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
32023
Howdah: Load Profiling via In-Band Flow Classification and P4
A Angi, A Sacco, F Esposito, G Marchetto, A Clemm
2022 18th International Conference on Network and Service Management (CNSM …, 2022
32022
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
32022
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
32021
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
32020
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