Archivio Istituzionale della RicercaPROIETTI, ROBERTO
PROIETTI, ROBERTO
Dipartimento di Elettronica e Telecomunicazioni
092133
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
Automating Optical Network Fault Management with Machine Learning
2022 Chen, X.; Liu, C.; Proietti, R.; Li, Z.; 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 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.
A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks
2021 Chen, X.; Proietti, R.; Liu, C. -Y.; Yoo, S. J. B.
Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks
2021 Tabatabaeimehr, F.; Ruiz, M.; Liu, C. -Y.; Chen, X.; Proietti, R.; Yoo, S. J. B.; Velasco, L.
Machine-learning-aided cognitive reconfiguration for flexible-bandwidth HPC and data center networks [Invited]
2021 Chen, Xl; Proietti, R; Fariborz, M; Liu, Cy; Yoo, Sjb
Performance studies of evolutionary transfer learning for end-to-end QoT estimation in multi-domain optical networks [Invited]
2021 Liu, C. -Y.; Chen, X.; Proietti, R.; Yoo, S. J. B.
Silicon Photonic Flex-LIONS for Reconfigurable Multi-GPU Systems
2021 Fariborz, M.; Xiao, X.; Fotouhi, P.; Proietti, R.; Yoo, S. J. B.
ERON: an energy-efficient and elastic RF-optical architecture for mmWave 5G radio access networks,
2020 Lu, H; Proietti, R; Liu, G; Chen, X; Yoo, S. J. B.
Flex-LIONS: a Silicon Photonic Bandwidth-Reconfigurable Optical Switch Fabric
2020 Proietti, R; Xiao, X; Fariborz, M; Fotouhi, P; Zhang, Y; Yoo, Sjb
Multi-FSR Silicon Photonic Flex-LIONS Module for Bandwidth-Reconfigurable All-to-All Optical Interconnects
2020 Xiao, X; Proietti, R; Liu, G; Lu, H; Zhang, Y; Yoo, S. J. B.
Silicon Photonic Flex-LIONS for Bandwidth-Reconfigurable Optical Interconnects
2020 Xiao, X; Proietti, R; Liu, G; Lu, H; Fotouhi, P; Werner, S; Zhang, Y; Yoo, S. J. B.
Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning
2019 Chen, X; Proietti, R; Yoo, S. J. B.
DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks
2019 Chen, X; Li, B; Proietti, R; Lu, H; Zhu, Z; Yoo, S. J. B.
Demonstration of distributed collaborative learning with end-to-end QoT estimation in multi-domain elastic optical networks
2019 Chen, X; Li, B; Proietti, R; Liu, C; Zhu, Z; Yoo, S. J. B.
Enabling Scalable Disintegrated Computing Systems With AWGR-Based 2.5D Interconnection Networks
2019 Fotouhi, P; Werner, S; Proietti, R; Xiao, X; Yoo, S. J. B.
Experimental demonstration of machine-learning-aided QoT estimation in multi-domain elastic optical networks with alien wavelengths
2019 Proietti, R; Chen, X; Zhang, K; Liu, G; Shamsabardeh, M; Castro, A; Velasco, L; Zhu, Z; Yoo, S. J. B.
Foundry-Enabled Scalable All-to-All Optical Interconnects Using Silicon Nitride Arrayed Waveguide Router Interposers and Silicon Photonic Transceivers
2019 Zhang, Y; Xiao, X; Zhang, K; Li, S; Samanta, A; Zhang, Y; Shang, K; Proietti, R; Okamoto, K; Yoo, S. J. B.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 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 |
| A Multi-Task-Learning-Based Transfer Deep Reinforcement Learning Design for Autonomic Optical Networks / Chen, X.; Proietti, R.; Liu, C. -Y.; Yoo, S. J. B.. - In: IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS. - ISSN 0733-8716. - 39:9(2021), pp. 2878-2889. [10.1109/JSAC.2021.3064657] | 1-gen-2021 | Proietti R. + | A_Multi-Task-Learning-Based_Transfer_Deep_Reinforcement_Learning_Design_for_Autonomic_Optical_Networks.pdf; JSAC3064657.pdf |
| Cooperative Learning for Disaggregated Delay Modeling in Multidomain Networks / Tabatabaeimehr, F.; Ruiz, M.; Liu, C. -Y.; Chen, X.; Proietti, R.; Yoo, S. J. B.; Velasco, L.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 18:3(2021), pp. 3633-3646. [10.1109/TNSM.2021.3077736] | 1-gen-2021 | Proietti R. + | Cooperative_Learning_for_Disaggregated_Delay_Modeling_in_Multidomain_Networks.pdf; TNSM3077736.pdf |
| Machine-learning-aided cognitive reconfiguration for flexible-bandwidth HPC and data center networks [Invited] / Chen, Xl; Proietti, R; Fariborz, M; Liu, Cy; Yoo, Sjb. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - 13:6(2021), pp. C10-C20. [10.1364/JOCN.412360] | 1-gen-2021 | Proietti, R + | jocn-13-6-C10.pdf; ViewAcceptedManuscript.pdf |
| Performance studies of evolutionary transfer learning for end-to-end QoT estimation in multi-domain optical networks [Invited] / Liu, C. -Y.; Chen, X.; Proietti, R.; Yoo, S. J. B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - 13:4(2021), pp. B1-B11. [10.1364/JOCN.409817] | 1-gen-2021 | Proietti R. + | jocn-13-4-B1.pdf; ViewAcceptedManuscript.pdf |
| Silicon Photonic Flex-LIONS for Reconfigurable Multi-GPU Systems / Fariborz, M.; Xiao, X.; Fotouhi, P.; Proietti, R.; Yoo, S. J. B.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 39:4(2021), pp. 1212-1220. [10.1109/JLT.2021.3052713] | 1-gen-2021 | Proietti R. + | Silicon_Photonic_Flex-LIONS_for_Reconfigurable_Multi-GPU_Systems.pdf; JLT3052713.pdf |
| ERON: an energy-efficient and elastic RF-optical architecture for mmWave 5G radio access networks, / Lu, H; Proietti, R; Liu, G; Chen, X; Yoo, S. J. B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - ELETTRONICO. - 12:7(2020), pp. 200-216. [10.1364/JOCN.390428] | 1-gen-2020 | Proietti R + | JOCN-ERON_acceptedmanuscript.pdf; Proietti-ERON.pdf |
| Flex-LIONS: a Silicon Photonic Bandwidth-Reconfigurable Optical Switch Fabric / Proietti, R; Xiao, X; Fariborz, M; Fotouhi, P; Zhang, Y; Yoo, Sjb. - In: IEICE TRANSACTIONS ON COMMUNICATIONS. - ISSN 0916-8516. - ELETTRONICO. - E103.B:11(2020), pp. 1190-1198. [10.1587/transcom.2019OBI0004] | 1-gen-2020 | Proietti R + | E103.B_2019OBI0004.pdf |
| Multi-FSR Silicon Photonic Flex-LIONS Module for Bandwidth-Reconfigurable All-to-All Optical Interconnects / Xiao, X; Proietti, R; Liu, G; Lu, H; Zhang, Y; Yoo, S. J. B.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 38:12(2020), pp. 3200-3208. [10.1109/JLT.2020.2982902] | 1-gen-2020 | Proietti R + | JLT2982902.pdf; Multi-FSR_Silicon_Photonic_Flex-LIONS_Module_for_Bandwidth-Reconfigurable_All-to-All_Optical_Interconnects.pdf |
| Silicon Photonic Flex-LIONS for Bandwidth-Reconfigurable Optical Interconnects / Xiao, X; Proietti, R; Liu, G; Lu, H; Fotouhi, P; Werner, S; Zhang, Y; Yoo, S. J. B.. - In: IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. - ISSN 1077-260X. - STAMPA. - 26:2(2020), pp. 1-10. [10.1109/JSTQE.2019.2950770] | 1-gen-2020 | Proietti R + | JSTQE2950770.pdf; Silicon_Photonic_Flex-LIONS_for_Bandwidth-Reconfigurable_Optical_Interconnects.pdf |
| Building Autonomic Elastic Optical Networks with Deep Reinforcement Learning / Chen, X; Proietti, R; Yoo, S. J. B.. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - STAMPA. - 57:10(2019), pp. 20-26. [10.1109/MCOM.001.1900151] | 1-gen-2019 | Proietti R + | Building_Autonomic_Elastic_Optical_Networks_with_Deep_Reinforcement_Learning.pdf |
| DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks / Chen, X; Li, B; Proietti, R; Lu, H; Zhu, Z; Yoo, S. J. B.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - STAMPA. - 37:16(2019), pp. 4155-4163. [10.1109/JLT.2019.2923615] | 1-gen-2019 | Proietti R + | DeepRMSA_A_Deep_Reinforcement_Learning_Framework_for_Routing_Modulation_and_Spectrum_Assignment_in_Elastic_Optical_Networks.pdf; JLT2923615.pdf |
| Demonstration of distributed collaborative learning with end-to-end QoT estimation in multi-domain elastic optical networks / Chen, X; Li, B; Proietti, R; Liu, C; Zhu, Z; Yoo, S. J. B.. - In: OPTICS EXPRESS. - ISSN 1094-4087. - ELETTRONICO. - 27:24(2019), pp. 35700-35709. [10.1364/OE.27.035700] | 1-gen-2019 | Proietti R + | oe-27-24-35700.pdf |
| Enabling Scalable Disintegrated Computing Systems With AWGR-Based 2.5D Interconnection Networks / Fotouhi, P; Werner, S; Proietti, R; Xiao, X; Yoo, S. J. B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - STAMPA. - 11:7(2019), pp. 333-346. [10.1364/JOCN.11.000333] | 1-gen-2019 | Proietti R + | jocn-11-7-333.pdf; 359110.pdf |
| Experimental demonstration of machine-learning-aided QoT estimation in multi-domain elastic optical networks with alien wavelengths / Proietti, R; Chen, X; Zhang, K; Liu, G; Shamsabardeh, M; Castro, A; Velasco, L; Zhu, Z; Yoo, S. J. B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - STAMPA. - 11:1(2019), pp. A1-A10. [10.1364/JOCN.11.0000A1] | 1-gen-2019 | Proietti R + | jocn-11-1-A1.pdf; 334736.pdf |
| Foundry-Enabled Scalable All-to-All Optical Interconnects Using Silicon Nitride Arrayed Waveguide Router Interposers and Silicon Photonic Transceivers / Zhang, Y; Xiao, X; Zhang, K; Li, S; Samanta, A; Zhang, Y; Shang, K; Proietti, R; Okamoto, K; Yoo, S. J. B.. - In: IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. - ISSN 1077-260X. - STAMPA. - 25:5(2019), pp. 1-9. [10.1109/JSTQE.2019.2910415] | 1-gen-2019 | Proietti R + | Foundry-Enabled_Scalable_All-to-All_Optical_Interconnects_Using_Silicon_Nitride_Arrayed_Waveguide_Router_Interposers_and_Silicon_Photonic_Transceivers.pdf; JSTQE2910415.pdf |