Archivio Istituzionale della RicercaPROIETTI, ROBERTO
PROIETTI, ROBERTO
Dipartimento di Elettronica e Telecomunicazioni
092133
Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data
In corso di stampa Usmani, Fehmida; Awad, Hasan; Virgillito, Emanuele; Bratovich, Rudi; Straullu, Stefano; Aquilino, Francesco; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio
Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks
In corso di stampa Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio
Seismic detection through state-of-polarization analysis in optical fiber networks
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Pastorelli, Rosanna; Curri, Vittorio
Smart Grid Optical Fiber Network for Earthquake Early Warnings
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Rudi, Bratovich; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio
Detection and Localization of Metropolitan Anthropic Activities by SOP Monitoring of IM-DD Optical Data Channels
2023 Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Bratovich, Rudi; Awad, Hasan; Proietti, Roberto; Rodriguez, Fransisco M.; Pastorelli, Rosanna; Curri, Vittorio
Detection, Localization and Emulation of Environmental Activities Using SOP Monitoring of IMDD Optical Data Channels
2023 Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Bratovich, Rudi; Awad, Hasan; Proietti, Roberto; D’Amico, Andrea; Pastorelli, Rosanna; Curri, Vittorio
Earthquake Emulation for Environmental Sensing in Terrestrial Telecom Networks
2023 Virgillito, Emanuele; Awad, Hasan; Bratovich, Rudi; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio
Environmental Sensing and Localization via SOP Monitoring of IM-DD Optical Data Channels
2023 Awad, Hasan; Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, Fransisco M.; Proietti, Roberto; D’Amico, Andrea; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio
Exploiting Terrestrial Meshed Optical Data Networks as Environmental Sensing Smart Grids
2023 Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, Fransisco M.; Awad, Hasan; Castoldi, Andrea; Proietti, Roberto; D'Amico, Andrea; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio
Machine Learning for future optical network automation
2023 Rottondi, C.; Musumeci, F.; Proietti, R.; Troia, S.; D'Amico, A.
Automating Optical Network Fault Management with Machine Learning
2022 Chen, X.; Liu, C.; Proietti, R.; Li, Z.; Yoo, S. J. B.
LLM: Realizing Low-Latency Memory by Exploiting Embedded Silicon Photonics for Irregular Workloads
2022 Fariborz, M.; Samani, M.; Fotouhi, P.; Proietti, R.; Yi, I. -M.; Akella, V.; Lowe-Power, J.; Palermo, S.; Yoo, S. J. B.
Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited)
2022 Singh, S. K.; Liu, C. -Y.; Ben Yoo, S. J.; Proietti, R.
Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture
2022 Singh, S. K.; Proietti, R.; Liu, C. -Y.; Yoo, S. J. B.
On Cooperative Fault Management in Multi-Domain Optical Networks Using Hybrid Learning
2022 Chen, X.; Liu, C. -Y.; Proietti, R.; Yin, J.; Li, Z.; Yoo, S. J. B.
Photonic Interferometric Imager with monolithic silicon CMOS photonic integrated circuits
2022 Chen, H.; On, M. B.; Yun-Jhu-Lee, ; Zhang, L.; Proietti, R.; Yoo, S. J. B.
Photonic spiking neural networks with event-driven femtojoule optoelectronic neurons based on Izhikevich-inspired model
2022 Lee, Y. -J.; On, M. B.; Xiao, X.; Proietti, R.; Yoo, S. J. B.
SL-Hyper-FleX: A cognitive and flexible-bandwidth optical datacom network by self-supervised learning [Invited]
2022 Liu, C. -Y.; Chen, X.; Li, Z.; Proietti, R.; Yoo, S. J. B.
When Task Scheduling Meets Flexible-bandwidth Optical Interconnects: A Cross-layer Resource Orchestration Design
2022 Chen, X.; Liu, C. -Y.; Proietti, R.; Chen, S.; Li, Z.; Yoo, S. J. B.
Which can Accelerate Distributed Machine Learning Faster: Hybrid Optical/Electrical or Optical Reconfigurable DCN?
2022 Yang, H.; Zhu, Z.; Proietti, R.; Ben Yoo, S. J.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data / Usmani, Fehmida; Awad, Hasan; Virgillito, Emanuele; Bratovich, Rudi; Straullu, Stefano; Aquilino, Francesco; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (In corso di stampa). (Intervento presentato al convegno Optical Fiber Conference (OFC)). | In corso di stampa | Fehmida UsmaniHasan AwadEmanuele VirgillitoRoberto ProiettiVittorio Curri + | OFC2023___ML__EarthQuake_Detection_new.pdf |
| Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - (In corso di stampa). [10.20944/preprints202403.0942.v1] | In corso di stampa | Hasan AwadEmanuele VirgillitoRoberto ProiettiRosanna PastorelliVittorio Curri + | preprints202403.0942.v1 (3).pdf |
| Seismic detection through state-of-polarization analysis in optical fiber networks / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2024). (Intervento presentato al convegno SPIE Photonics West 2024 tenutosi a San Fransisco - California, United States nel 27 January - 1 February 2024) [10.1117/12.3007808]. | 1-gen-2024 | Hasan AwadFehmida UsmaniEmanuele VirgillitoRoberto ProiettiStefano StraulluRosanna PastorelliVittorio Curri + | 128350L.pdf |
| Smart Grid Optical Fiber Network for Earthquake Early Warnings / Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Rudi, Bratovich; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - EGU24-4418:(2024). (Intervento presentato al convegno EGU General Assembly 2024 tenutosi a Vienna, Austria nel 14–19 April 2024) [10.5194/egusphere-egu24-4418]. | 1-gen-2024 | Awad, HasanUsmani, FehmidaVirgillito, EmanueleStraullu, StefanoProietti, RobertoPastorelli, RosannaCurri, Vittorio + | EGU24-4418-print.pdf |
| Detection and Localization of Metropolitan Anthropic Activities by SOP Monitoring of IM-DD Optical Data Channels / Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Bratovich, Rudi; Awad, Hasan; Proietti, Roberto; Rodriguez, Fransisco M.; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2023). (Intervento presentato al convegno 2023 International Conference on Photonics in Switching and Computing (PSC) tenutosi a Mantova, Italy nel 26-29 September 2023) [10.1109/PSC57974.2023.10297183]. | 1-gen-2023 | Emanuele VirgillitoHasan AwadRoberto ProiettiVittorio Curri + | PSC_2023__Sensing.pdf; Awad-Detection.pdf |
| Detection, Localization and Emulation of Environmental Activities Using SOP Monitoring of IMDD Optical Data Channels / Virgillito, Emanuele; Straullu, Stefano; Aquilino, Francesco; Bratovich, Rudi; Awad, Hasan; Proietti, Roberto; D’Amico, Andrea; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - Mo.D1.3:(2023). (Intervento presentato al convegno 2023 23rd International Conference on Transparent Optical Networks (ICTON) tenutosi a Bucharest, Romania nel 02-06 July 2023) [10.1109/ICTON59386.2023.10207513]. | 1-gen-2023 | Emanuele VirgillitoHasan AwadRoberto ProiettiAndrea D’AmicoVittorio Curri + | emanuelevirgillito__source.pdf; Virgillito-Detection.pdf |
| Earthquake Emulation for Environmental Sensing in Terrestrial Telecom Networks / Virgillito, Emanuele; Awad, Hasan; Bratovich, Rudi; Straullu, Stefano; Proietti, Roberto; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2023). (Intervento presentato al convegno Frontiers in Optics + Laser Science tenutosi a Tacoma, Washington, United States nel 9–12 October 2023) [10.1364/FIO.2023.FM1D.4]. | 1-gen-2023 | Emanuele VirgillitoHasan AwadRoberto ProiettiVittorio Curri + | FIO__Sensing.pdf; Awad-Earthquake.pdf |
| Environmental Sensing and Localization via SOP Monitoring of IM-DD Optical Data Channels / Awad, Hasan; Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, Fransisco M.; Proietti, Roberto; D’Amico, Andrea; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2023). (Intervento presentato al convegno Optica Sensing Congress 2023 (AIS, FTS, HISE, Sensors, ES) tenutosi a Munich, Germany nel 30 July - 03 August 2023). | 1-gen-2023 | Hasan AwadEmanuele VirgillitoRoberto ProiettiAndrea D’AmicoVittorio Curri + | Optica Sensing Congress - Published paper.pdf; Optica_Sensing_Congress__2023_Sensing_experiment.pdf |
| Exploiting Terrestrial Meshed Optical Data Networks as Environmental Sensing Smart Grids / Virgillito, Emanuele; Straullu, Stefano; Bratovich, Rudi; Rodriguez, Fransisco M.; Awad, Hasan; Castoldi, Andrea; Proietti, Roberto; D'Amico, Andrea; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio. - ELETTRONICO. - (2023), p. EGU23-6998. (Intervento presentato al convegno EGU General Assembly 2023 tenutosi a Vienna, Austria nel 23–28 April 2023) [10.5194/egusphere-egu23-6998]. | 1-gen-2023 | Emanuele VirgillitoHasan AwadRoberto ProiettiAndrea D'AmicoVittorio Curri + | EGU23-6998-print.pdf |
| Machine Learning for future optical network automation / Rottondi, C.; Musumeci, F.; Proietti, R.; Troia, S.; D'Amico, A. (CNIT TECHNICAL REPORT ..). - In: Advances in Optical Communications: from Integrated Photonics to Optical Systems and Networks / Romagnoli M., Secondini M., Tornatore M.. - STAMPA. - Rome, Italy : Texmat, 2023. - ISBN 9788894982794. - pp. 301-327 | 1-gen-2023 | C. RottondiR. ProiettiA. D'Amico + | CNIT_P3_Ch04.pdf |
| Automating Optical Network Fault Management with Machine Learning / Chen, X.; Liu, C.; Proietti, R.; Li, Z.; Yoo, S. J. B.. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - 60:12(2022), pp. 88-94. [10.1109/MCOM.003.2200110] | 1-gen-2022 | Proietti R. + | Proietti-Automating.pdf; COMMAG-22-00110.R1_Proof_hi.pdf |
| LLM: Realizing Low-Latency Memory by Exploiting Embedded Silicon Photonics for Irregular Workloads / Fariborz, M.; Samani, M.; Fotouhi, P.; Proietti, R.; Yi, I. -M.; Akella, V.; Lowe-Power, J.; Palermo, S.; Yoo, S. J. B.. - STAMPA. - 13289:(2022), pp. 44-64. (Intervento presentato al convegno 37th International Conference on High Performance Computing, ISC High Performance 2022 tenutosi a Hamburg, Germany nel May 29 – June 2, 2022) [10.1007/978-3-031-07312-0_3]. | 1-gen-2022 | Proietti R. + | ISC_2022_LLM_Paper.pdf; LLM_paper.pdf |
| Machine-Learning-Aided Dynamic Reconfiguration in Optical DC/HPC Networks (Invited) / Singh, S. K.; Liu, C. -Y.; Ben Yoo, S. J.; Proietti, R.. - ELETTRONICO. - (2022), pp. 1-6. (Intervento presentato al convegno 2022 International Conference on Optical Network Design and Modeling, ONDM 2022 tenutosi a Warsaw, Poland nel 16-19 May 2022) [10.23919/ONDM54585.2022.9782838]. | 1-gen-2022 | Proietti R. + | ONDM_2022_Invited (3).pdf; Machine-Learning-Aided_Dynamic_Reconfiguration_in_Optical_DC_HPC_Networks_Invited.pdf |
| Multi-Cluster Reconfiguration with Traffic Prediction in Hyper-Flex-LION Architecture / Singh, S. K.; Proietti, R.; Liu, C. -Y.; Yoo, S. J. B.. - ELETTRONICO. - (2022). (Intervento presentato al convegno Optical Fiber Communication Conference, OFC 2022 tenutosi a San Diego, CA, USA nel 06-10 March 2022) [10.1364/OFC.2022.W2A.18]. | 1-gen-2022 | Proietti R. + | ReconfigDC_OFC22-final.pdf; Multi-Cluster_Reconfiguration_with_Traffic_Prediction_in_Hyper-Flex-LION_Architecture.pdf |
| On Cooperative Fault Management in Multi-Domain Optical Networks Using Hybrid Learning / Chen, X.; Liu, C. -Y.; Proietti, R.; Yin, J.; Li, Z.; Yoo, S. J. B.. - In: IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. - ISSN 1077-260X. - ELETTRONICO. - 28:4(2022), pp. 1-9. [10.1109/JSTQE.2022.3151878] | 1-gen-2022 | Proietti R. + | On_Cooperative_Fault_Management_in_Multi-Domain_Optical_Networks_Using_Hybrid_Learning.pdf; JSTQE3151878.pdf |
| Photonic Interferometric Imager with monolithic silicon CMOS photonic integrated circuits / Chen, H.; On, M. B.; Yun-Jhu-Lee, ; Zhang, L.; Proietti, R.; Yoo, S. J. B.. - ELETTRONICO. - (2022). (Intervento presentato al convegno Optical Fiber Communication Conference, OFC 2022 tenutosi a San Diego, CA, USA nel 06-10 March 2022) [10.1364/OFC.2022.Tu2I.2]. | 1-gen-2022 | Proietti R. + | OFC2022_GFSPIDER_final.pdf; Photonic_Interferometric_Imager_with_monolithic_silicon_CMOS_photonic_integrated_circuits.pdf |
| Photonic spiking neural networks with event-driven femtojoule optoelectronic neurons based on Izhikevich-inspired model / Lee, Y. -J.; On, M. B.; Xiao, X.; Proietti, R.; Yoo, S. J. B.. - In: OPTICS EXPRESS. - ISSN 1094-4087. - 30:11(2022), pp. 19360-19389. [10.1364/OE.449528] | 1-gen-2022 | Proietti R. + | oe-30-11-19360.pdf |
| SL-Hyper-FleX: A cognitive and flexible-bandwidth optical datacom network by self-supervised learning [Invited] / Liu, C. -Y.; Chen, X.; Li, Z.; Proietti, R.; Yoo, S. J. B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - 14:2(2022), pp. A113-A121. [10.1364/JOCN.439801] | 1-gen-2022 | Proietti R. + | jocn-14-2-A113.pdf; ViewAcceptedManuscript.pdf |
| When Task Scheduling Meets Flexible-bandwidth Optical Interconnects: A Cross-layer Resource Orchestration Design / Chen, X.; Liu, C. -Y.; Proietti, R.; Chen, S.; Li, Z.; Yoo, S. J. B.. - ELETTRONICO. - (2022). (Intervento presentato al convegno 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 tenutosi a San Diego, CA, USA nel 06-10 March 2022) [10.1364/OFC.2022.Th1G.3]. | 1-gen-2022 | Proietti R. + | When_Task_Scheduling_Meets_Flexible-bandwidth_Optical_Interconnects_A_Cross-layer_Resource_Orchestration_Design.pdf; OFC22_Task_Scheduling_Reconf_Interconnects.pdf |
| Which can Accelerate Distributed Machine Learning Faster: Hybrid Optical/Electrical or Optical Reconfigurable DCN? / Yang, H.; Zhu, Z.; Proietti, R.; Ben Yoo, S. J.. - ELETTRONICO. - (2022). (Intervento presentato al convegno 2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 tenutosi a San Diego, CA, USA nel 06-10 March 2022) [10.1364/OFC.2022.Th1G.5]. | 1-gen-2022 | Proietti R. + | OFC2022_yh_submission[7771].pdf; Which_can_Accelerate_Distributed_Machine_Learning_Faster_Hybrid_Optical_Electrical_or_Optical_Reconfigurable_DCN.pdf |