Integrating Artificial Intelligence techniques for the Management of Softwarized Networks

• PhD_Quality_Award_2_year_prize (2024)
• Travel Grant winner for SIGCOMM 2023 in New York City, USA (2023)
• Student Travel Grant winner for MeditCom 2023 in Dubrovnik, Croatia (2023)
• Student Travel Grant winner for CoNext 2022 in Rome, Italy (2022)
• Student Travel Grant winner for CNSM 2022 in Thessaloniki, Greece (2022)
• Template compilato per 3 anno PhD Quality Awards (2025)
• Giudizi dei revisori della tesi (2025)
• 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)
• Teaching activities a.y. 2022/2023 and 2023/2024 (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)
• 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)

Master of Science

• 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

• 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; Nedoshivina, Liubov; Sacco, Alessio; Braghin, Stefano; Purcell, Mark (2025)
  A Perspective on LLM Data Generation with Few-shot Examples: from Intent to Kubernetes Manifest. In: 63rd Annual Meeting of the Association for Computational Linguistics, Vienna (AT), July 27–August 1st, 2025, pp. 345-354
  Contributo in Atti di Convegno (Proceeding)
• Castellano, Gabriele; Nieto, Juan-José; Angi, Antonino; Àlvarez Terribas, Francisco; ... (2025)
  Scheduling Inference Workloads in the Computing Continuum with Reinforcement Learning. In: IEEE International Conference on Distributed Computing Systems (ICDCS), Glasgow (UK), 20 July - 23 July 2025, pp. 297-302. ISBN: 979-8-3315-1725-0
  Contributo in Atti di Convegno (Proceeding)
• Angi, Antonino; Sacco, Alessio; Marchetto, Guido (2025)
  LLNet: An Intent-Driven Approach to Instructing Softwarized Network Devices Using a Small Language Model. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 22, pp. 3403-3418. ISSN 1932-4537
  Contributo su Rivista
• 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; 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)
  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
• 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
• 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)
• 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)
• 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)
• 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)
• 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