Dottorato in Ingegneria Informatica E Dei Sistemi , 37o ciclo (2021-2024)
Dottorato concluso nel 2025
Tesi:
Integrating Artificial Intelligence Techniques for the Management of Softwarized Networks (Abstract)
Tutori:
Guido MarchettoProfilo
Argomento di ricerca
Integrating Artificial Intelligence techniques for the Management of Softwarized Networks
Interessi di ricerca
Biografia
His research interests lie at the intersection of Artificial Intelligence — particularly Natural Language Processing (NLP), Large Language Models (LLMs), and Machine Learning engineering — data analysis, and software engineering, with a focus on softwarized networks.
During his Ph.D. studies, he was an external collaborator on several National Science Foundation (NSF) grants that led to more than 10 peer-reviewed publications in top-tier international conferences and journals.
His academic achievements are further confirmed by winning four student travel grants and achieving second place in the prestigious Ph.D. Quality Award at the Polytechnic University of Turin, Italy.
Premi e riconoscimenti
- Student Travel Grant winner for CNSM 2022 in Thessaloniki, Greece (2022)
- Student Travel Grant winner for CoNext 2022 in Rome, Italy (2022)
- Student Travel Grant winner for MeditCom 2023 in Dubrovnik, Croatia (2023)
- Travel Grant winner for SIGCOMM 2023 in New York City, USA (2023)
- Session Chair – 3rd IEEE International Mediterranean Conference on Communications and Networking (IEEE MEDITCOM 2023), Dubrovnik, Croatia, 07/09/2023 https://meditcom2023.ieee-meditcom.org (2024)
- Dissemination of research results: Prepared Poster + Demo for DAUIN PhD Day 2023 https://politoit.sharepoint.com/:x:/t/DID_SPEC_PHD_DAUIN_DISSEMINATION/EWrLU_iKz3xOpOAGkCWohjEBhhiVAdQBP6wvcXqC2DUaZw?e=4viB5V (2024)
- Teaching activities a.y. 2022/2023 and 2023/2024 (2024)
- Dissemination of research results: Invited Speaker (Invited talk 2) + Session Chair (Session III) at 1st Workshop on “Enhanced Network Techniques and Technologies for the Industrial IoT to Cloud Continuum (IIoT-Nets)”, co-hosted by SIGCOMM 2023 (New York City, NY, USA) https://conferences.sigcomm.org/sigcomm/2023/workshop-iiotnets.html (2024)
- Template compilato per PhD Quality Awards (2024)
Didattica
Insegnamenti
Corso di laurea magistrale
- Internet Architecture and Technologies. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer network technologies and services. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Computer network technologies and services. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Tecnologie e servizi di rete. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Ricerca
Gruppi di ricerca
Pubblicazioni
Coautori PoliTO
Pubblicazioni degli ultimi anni
Pubblicazioni per tipo
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Angi, Antonino (2025)
Integrating Artificial Intelligence Techniques for the Management of Softwarized Networks. relatore: MARCHETTO, GUIDO; , 37. XXXVII Ciclo, P.: 128
Doctoral Thesis - Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander (2024)
Load Profiling via In-Band Flow Classification and P4 With Howdah. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 21, pp. 295-309. ISSN 1932-4537
Contributo su Rivista - Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2024)
Routing with ART: Adaptive Routing for P4 Switches With In-Network Decision Trees. In: 2024 IEEE Global Communications Conference (GLOBECOM), Cape Town (ZA), 8 - 12 December 2024, pp. 3291-3296. ISBN: 979-8-3503-5125-5
Contributo in Atti di Convegno (Proceeding) - Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander (2024)
NAIL: A Network Management Architecture for Deploying Intent into Programmable Switches. In: IEEE COMMUNICATIONS MAGAZINE, vol. 62, pp. 28-34. ISSN 0163-6804
Contributo su Rivista - Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido (2024)
ROAR: Routing Packets in P4 Switches With Multi-Agent Decisions Logic. In: 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm (SE), 05-08 May 2024, pp. 63-68. ISBN: 979-8-3503-4319-9
Contributo in Atti di Convegno (Proceeding) - Angi, Antonino; Sacco, Alessio; Alberti, Enrico; Marchetto, Guido; Esposito, Flavio (2023)
RLVNA: a Platform for Experimenting with Virtual Networks Adaptations over Public Testbeds. In: 2023 IEEE International Mediterranean Conference on Communications and Networking (MeditCom), Dubrovnik (HR), 4 - 7 September 2023, pp. 406-411. ISBN: 979-8-3503-3373-2
Contributo in Atti di Convegno (Proceeding) - Sacco, Alessio; Angi, Antonino; Esposito, Flavio; Marchetto, Guido (2023)
HINT: Supporting Congestion Control Decisions with P4-driven In-Band Network Telemetry. In: 2023 IEEE 24th International Conference on High Performance Switching and Routing (HPSR), Albuquerque (USA), 05-07 June 2023, pp. 83-88. ISBN: 978-1-6654-7640-9
Contributo in Atti di Convegno (Proceeding) - Sacco, Alessio; Angi, Antonino; Marchetto, Guido; Esposito, Flavio (2023)
P4FL: An Architecture for Federating Learning with In-Network Processing. In: IEEE ACCESS, vol. 11, pp. 103650-103658. ISSN 2169-3536
Contributo su Rivista - Angi, Antonino; Sacco, Alessio; Esposito, Flavio; Marchetto, Guido; Clemm, Alexander (2022)
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, pp. 46-54. ISBN: 978-3-903176-51-5
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding) - Aqdas, Malik; Angi, Antonino; M Laeeq, Khan; Marko, Nieminen (2021)
Characterizing HIV discussions and engagement on Twitter. In: HEALTH AND TECHNOLOGY, vol. 11, pp. 1237-1245. ISSN 2190-7188
Contributo su Rivista