GUIDO MARCHETTO

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Associate Professor

Member of Interdepartmental Center (SmartData@PoliTO - Big Data and Data Science Laboratory)
Vice Coordinator (Collegio di Dottorato INGEGNERIA INFORMATICA E DEI SISTEMI)

+39 0110907094 / 7094 (DAUIN)

Most recent publications

Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander (In stampa)
Howdah: Load Profiling via In-Band Flow Classification and P4. In: 18th International Conference on Network and Service Management (CNSM), Thessaloniki (GR), 31 October 2022 - 4 November 2022
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (In stampa)
Restoring Application Traffic of Latency-Sensitive Networked Systems using Adversarial Autoencoders. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 1-1. ISSN 1932-4537
Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander (2022)
NLP4: An Architecture for Intent-Driven Data Plane Programmability. In: 2022 IEEE 8th International Conference on Network Softwarization (NetSoft), Milan, Italy, 27 June 2022 - 01 July 2022, pp. 25-30. ISBN: 978-1-6654-0694-9
Aouedi, Ons; Sacco, Alessio; Piamrat, Kandaraj; Marchetto, Guido (2022)
Handling Privacy-Sensitive Medical Data With Federated Learning: Challenges and Future Directions. In: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, pp. 1-14. ISSN 2168-2194
Bringhenti, Daniele; Marchetto, Guido; Sisto, Riccardo; Valenza, Fulvio; Yusupov, ... (2022)
Automated firewall configuration in virtual networks. In: IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING. ISSN 1545-5971
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Montuschi, Paolo (2022)
A Self-Learning Strategy for Task Offloading in UAV Networks. In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, vol. 71, pp. 4301-4311. ISSN 1939-9359
Bringhenti, D.; Marchetto, G.; Sisto, R.; Valenza, F. (2021)
A novel approach for security function graph configuration and deployment. In: 7th IEEE International Conference on Network Softwarization, NetSoft 2021, 2021, pp. 457-463. ISBN: 978-1-6654-0522-5
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2021)
Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks. In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, vol. 5, pp. 1114-1127. ISSN 2473-2400
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2021)
On Control and Data Plane Programmability for Data-Driven Networking. In: 2021 IEEE 22nd International Conference on High-Performance Switching and Routing (HPSR 2021), Paris, 6-10 June 2021, pp. 1-6. ISBN: 978-1-6654-4006-6
Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2020)
A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks. In: 2020 16th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT), Virtual Event, November 2020, pp. 546-547. ISBN: 9781450379489
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