Analytical models and Artificial Intelligence for Open Optical Networks

Master of Science

• Open Optical Networks. A.A. 2019/20, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Open Optical Networks. A.A. 2020/21, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Open Optical Networks. A.A. 2021/22, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso
• Open Optical Networks. A.A. 2022/23, INGEGNERIA ELETTRONICA (ELECTRONIC ENGINEERING). Collaboratore del corso

Bachelor of Science

• Open and virtualized networks. A.A. 2019/20, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
• Open and virtualized networks. A.A. 2020/21, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso
• Open and virtualized networks. A.A. 2021/22, ELECTRONIC AND COMMUNICATIONS ENGINEERING (INGEGNERIA ELETTRONICA E DELLE COMUNICAZIONI). Collaboratore del corso

• Rottondi, C.; Musumeci, F.; Proietti, R.; Troia, S.; D'Amico, A. (2023)
  Machine Learning for future optical network automation. In: Advances in Optical Communications: from Integrated Photonics to Optical Systems and Networks / Romagnoli M., Secondini M., Tornatore M., Rome, Italy, Texmat, pp. 301-327. ISBN: 9788894982794
  Contributo in Volume
• Borraccini, Giacomo; Straullu, Stefano; Giorgetti, Alessio; Ambrosone, Renato; ... (2023)
  Experimental Demonstration of Partially Disaggregated Optical Network Control Using the Physical Layer Digital Twin. In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, vol. 20, pp. 2343-2355. ISSN 1932-4537
  Contributo su Rivista
• Virgillito, Emanuele; Castoldi, Andrea; D’Amico, Andrea; Straullu, Stefano; Bovio, ... (2023)
  Spatially disaggregated model for self-channel interference in mixed fiber optical network segments. In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, vol. 15, pp. 271-287. ISSN 1943-0620
  Contributo su Rivista
• Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Bratovich, Rudi; Awad, ... (2023)
  Detection, Localization and Emulation of Environmental Activities Using SOP Monitoring of IMDD Optical Data Channels. In: 2023 23rd International Conference on Transparent Optical Networks (ICTON), Bucharest, Romania, 02-06 July 2023. ISSN 2162-7339
  Contributo in Atti di Convegno (Proceeding)
• D'Ingillo, Rocco; D'Amico, Andrea; Usmani, Fehmida; Borraccini, Giacomo; Straullu, ... (2023)
  Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators. In: 2023 International Conference on Photonics in Switching and Computing (PSC), Mantova, Italy, 26-29 September 2023, pp. 1-3. ISBN: 979-8-3503-2370-2
  Contributo in Atti di Convegno (Proceeding)
• Ambrosone, Renato; D’Ingillo, Rocco; Borraccini, Giacomo; Straullu, Stefano; D’Amico, ... (2023)
  Autonomous Equalization of Independent Open ROADMs via NETCONF Protocol. In: 2023 23rd International Conference on Transparent Optical Networks (ICTON), Bucharest - Romania, 02-06 July 2023, pp. 1-4. ISBN: 979-8-3503-0303-2
  Contributo in Atti di Convegno (Proceeding)
• Mano, Toru; D'Amico, Andrea; Virgillito, Emanuele; Borraccini, Giacomo; Huang, Yue-Kai; ... (2023)
  Modeling Transceiver BER-OSNR Characteristic for QoT Estimation in Short-Reach Systems. In: 2023 International Conference on Optical Network Design and Modeling (ONDM), Coimbra, Portugal, 8-11 May 2023. ISBN: 978-3-903176-54-6
  Contributo in Atti di Convegno (Proceeding)
• Borraccini, Giacomo; D'Amico, Andrea; Straullu, Stefano; Aquilino, Francesco; Piciaccia, ... (2023)
  Local vs. Global Optimization for Optical Line System Control in Disaggregated Networks. In: 2023 International Conference on Optical Network Design and Modeling (ONDM), Coimbra, Portugal, 8-11 May 2023. ISBN: 978-3-903176-54-6
  Contributo in Atti di Convegno (Proceeding)
• Ambrosone, Renato; Borraccini, Giacomo; D'Amico, Andrea; Straullu, Stefano; Aquilino, ... (2023)
  Open Line Controller Architecture in Partially Disaggregated Optical Networks. In: 2023 International Conference on Photonics in Switching and Computing (PSC), Mantova, Italy, 26-29 September 2023, pp. 1-3. ISBN: 979-8-3503-2370-2
  Contributo in Atti di Convegno (Proceeding)
• Usmani, Fehmida; D'Amico, Andrea; Bratovich, Rudi; Fransisco, ; Martinez, R.; Straullu, ... (2023)
  Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable. In: International Conference on Optical Network Design and Modeling, Coimbra, Portugal, 08-11 May 2023, pp. 1-3. ISBN: 978-3-903176-54-6
  Contributo in Atti di Convegno (Proceeding)
• Borraccini, Giacomo; D’Amico, Andrea; Straullu, Stefano; Usmani, Fehmida; Ahmad, ... (2023)
  Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization. In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING, vol. 15, pp. 111-118. ISSN 1943-0620
  Contributo su Rivista
• D'Amico, Andrea (2023)
  Analytical Models and Artificial Intelligence for Open and Partially Disaggregated Optical Networks. relatore: CURRI, VITTORIO; , 35. XXXV Ciclo, P.: 189
  Doctoral Thesis
• Borraccini, Giacomo; Ambrosone, Renato; Giorgetti, Alessio; Straullu, Stefano; Aquilino, ... (2023)
  Disaggregated Optical Network Orchestration based on the Physical Layer Digital Twin. In: 2023 Optical Fiber Communications Conference and Exhibition (OFC), San Diego, CA, USA, 5-9 March 2022. ISBN: 978-1-957171-18-0
  Contributo in Atti di Convegno (Proceeding)
• Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, Fransisco M.; Awad, ... (2023)
  Exploiting Terrestrial Meshed Optical Data Networks as Environmental Sensing Smart Grids. In: EGU General Assembly 2023, Vienna, Austria, 23–28 April 2023
  Contributo in Atti di Convegno (Proceeding)
• London, Elliot; Virgillito, Emanuele; D’Amico, Andrea; Curri, Vittorio (2023)
  Observing Disaggregated Cross-Channel NLI Generation in Dispersion-Managed Links. In: International Conference on Transparent Optical Networks, Bucharest, Romania, 02-06 July 2023. ISBN: 979-8-3503-0303-2
  Contributo in Atti di Convegno (Proceeding)
• Awad, Hasan; Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, ... (2023)
  Environmental Sensing and Localization via SOP Monitoring of IM-DD Optical Data Channels. In: Optica Sensing Congress 2023 (AIS, FTS, HISE, Sensors, ES), Munich, Germany, 30 July - 03 August 2023
  Contributo in Atti di Convegno (Proceeding)
• Virgillito, Emanuele; Castoldi, Andrea; D'Amico, Andrea; Straullu, Stefano; Bratovich, ... (2023)
  Disaggregated SCI Estimation for QoT-E in Mixed Fibers Network Segments. In: Optical Fiber Communication Conference 2023, San Diego, California, United States, 5–9 March 2023. ISBN: 978-1-957171-18-0
  Contributo in Atti di Convegno (Proceeding)
• D’Amico, Andrea; Le Guyader, Bertrand; Frank, Florian; Le Rouzic, Esther; Pincemin, ... (2022)
  GNPy Experimental Validation for Nyquist Subcarriers Flexible Transmission up to 800 G. In: OFC 2022, San Diego (USA), 06 - 10 March 2022, pp. 1-3. ISBN: 978-1-55752-466-9
  Contributo in Atti di Convegno (Proceeding)
• Mano, Toru; D'Amico, Andrea; Virgillito, Emanuele; Borraccini, Giacomo; Huang, Yue-Kai; ... (2022)
  Accuracy of Nonlinear Interference Estimation on Launch Power Optimization in Short-Reach Systems with Field Trial. In: 2022 European Conference on Optical Communication (ECOC), Basel, Switzerland, 18-22 Sept. 2022, pp. 1-4. ISBN: 978-1-6654-7557-0
  Contributo in Atti di Convegno (Proceeding)
• Virgillito, Emanuele; Castoldi, Andrea; D'Amico, Andrea; Straullu, Stefano; Bratovich, ... (2022)
  Spatially Disaggregated Modelling of Self-Channel NLI in Mixed Fibers Optical Transmission. In: European Conference on Optical Communication, Basel, Switzerland, 18–22 September 2022. ISBN: 978-1-957171-15-9
  Contributo in Atti di Convegno (Proceeding)