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Alessio Sacco
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- affiliation: Politecnico di Torino, Turin, Italy
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2020 – today
- 2024
- [j16]Antonino Angi
, Alessio Sacco, Flavio Esposito, Guido Marchetto, Alexander Clemm:
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches. IEEE Commun. Mag. 62(6): 28-34 (2024) - [j15]Ons Aouedi, Alessio Sacco, Latif U. Khan, Dinh C. Nguyen, Mohsen Guizani:
Federated Learning for Human Activity Recognition: Overview, Advances, and Challenges. IEEE Open J. Commun. Soc. 5: 7341-7367 (2024) - [j14]Xu Tao
Delay-Aware Routing in Software-Defined Networks via Network Tomography and Reinforcement Learning. IEEE Trans. Netw. Sci. Eng. 11(4): 3383-3397 (2024) - [j13]Antonino Angi
Load Profiling via In-Band Flow Classification and P4 With Howdah. IEEE Trans. Netw. Serv. Manag. 21(1): 295-309 (2024) - [c20]Gaetano Francesco Pittalà, Cristian Zilli, Nicola Di Cicco, Gianluca Davoli
Recovering Missing Monitoring Data to Enhance Service Provisioning in the Edge-to-Cloud Continuum. NetSoft 2024: 25-30 - [c19]Cristopher Chiaro, Doriana Monaco, Alessio Sacco, Claudio Casetti, Guido Marchetto:
Latency-aware Scheduling in the Cloud-Edge Continuum. NOMS 2024: 1-5 - [c18]Cristian Zilli, Alessio Sacco, Doriana Monaco, Okwudilichukwu Okafor, Flavio Esposito, Guido Marchetto:
Inferring Visibility of Internet Traffic Matrices Using eXplainable AI. NOMS 2024: 1-6 - [i1]Ons Aouedi, Thai-Hoc Vu, Alessio Sacco, Dinh C. Nguyen, Kandaraj Piamrat, Guido Marchetto, Quoc-Viet Pham:
A Survey on Intelligent Internet of Things: Applications, Security, Privacy, and Future Directions. CoRR abs/2406.03820 (2024) - 2023
- [j12]Alessio Sacco
P4FL: An Architecture for Federating Learning With In-Network Processing. IEEE Access 11: 103650-103658 (2023) - [j11]Ons Aouedi
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. IEEE J. Biomed. Health Informatics 27(2): 790-803 (2023) - [j10]Alessio Sacco
Partially Oblivious Congestion Control for the Internet via Reinforcement Learning. IEEE Trans. Netw. Serv. Manag. 20(2): 1644-1659 (2023) - [j9]Alessio Sacco
Completing and Predicting Internet Traffic Matrices Using Adversarial Autoencoders and Hidden Markov Models. IEEE Trans. Netw. Serv. Manag. 20(3): 2244-2258 (2023) - [c17]Alessio Sacco, Flavio Esposito, Guido Marchetto:
Hide & Seek: Traffic Matrix Completion and Inference Using Hidden Information. CCNC 2023: 529-534 - [c16]Alessio Sacco, Antonino Angi
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. HPSR 2023: 83-88 - [c15]Doriana Monaco
A Collaborative and Distributed Learning-Based Solution to Autonomously Plan Computer Networks. ICIN 2023: 1-5 - [c14]Antonino Angi
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds. MeditCom 2023: 406-411 - [c13]Alessio Sacco, Guido Marchetto:
Towards Autonomous Computer Networks in Support of Critical Systems. NOMS 2023: 1-6 - 2022
- [j8]Alessio Sacco
Restoring Application Traffic of Latency-Sensitive Networked Systems Using Adversarial Autoencoders. IEEE Trans. Netw. Serv. Manag. 19(3): 2521-2535 (2022) - [j7]Alessio Sacco
A Self-Learning Strategy for Task Offloading in UAV Networks. IEEE Trans. Veh. Technol. 71(4): 4301-4311 (2022) - [c12]Antonino Angi
Howdah: Load Profiling via In-Band Flow Classification and P4. CNSM 2022: 46-54 - [c11]Antonino Angi
NLP4: An Architecture for Intent-Driven Data Plane Programmability. NetSoft 2022: 25-30 - 2021
- [j6]Alessio Sacco
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. IEEE Trans. Green Commun. Netw. 5(3): 1114-1127 (2021) - [j5]Alessio Sacco
Supporting Sustainable Virtual Network Mutations With Mystique. IEEE Trans. Netw. Serv. Manag. 18(3): 2714-2727 (2021) - [j4]Alessio Sacco
Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning. IEEE Trans. Veh. Technol. 70(5): 5003-5015 (2021) - [c10]Aman Khalid, Flavio Esposito, Alessio Sacco, Steven C. Smart:
EdgeEcho: An Architecture for Echocardiology at the Edge. CNSM 2021: 412-416 - [c9]Alessio Sacco, Flavio Esposito, Guido Marchetto:
On Control and Data Plane Programmability for Data-Driven Networking. HPSR 2021: 1-6 - [c8]Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto:
Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning. INFOCOM 2021: 1-10 - 2020
- [j3]Alessio Sacco
An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios. Comput. Commun. 160: 769-778 (2020) - [j2]Alessio Sacco
On Edge Computing for Remote Pathology Consultations and Computations. IEEE J. Biomed. Health Informatics 24(9): 2523-2534 (2020) - [j1]Alessio Sacco
RoPE: An Architecture for Adaptive Data-Driven Routing Prediction at the Edge. IEEE Trans. Netw. Serv. Manag. 17(2): 986-999 (2020) - [c7]Alessio Sacco, Flavio Esposito, Guido Marchetto:
Resource Inference for Task Migration in Challenged Edge Networks with RITMO. CloudNet 2020: 1-7 - [c6]Alessio Sacco, Flavio Esposito, Guido Marchetto:
A distributed reinforcement learning approach for energy and congestion-aware edge networks. CoNEXT 2020: 546-547 - [c5]Alessio Sacco, Flavio Esposito, Guido Marchetto:
A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks. NetSoft 2020: 150-154 - [c4]Alessio Sacco, Guido Marchetto, Riccardo Sisto, Fulvio Valenza
Work-in-Progress: A Formal Approach to Verify Fault Tolerance in Industrial Network Systems. WFCS 2020: 1-4
2010 – 2019
- 2019
- [c3]Agnese V. Ventrella, Flavio Esposito, Alessio Sacco, Matteo Flocco, Guido Marchetto, Srikanth Gururajan
APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks. CloudNet 2019: 1-6 - [c2]Alessio Sacco
LiveMicro: An Edge Computing System for Collaborative Telepathology. HotEdge 2019 - [c1]Xu Tao, Flavio Esposito, Alessio Sacco
A Policy-Based Architecture for Container Migration in Software Defined Infrastructures. NetSoft 2019: 198-202
Coauthor Index
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