Archivio Istituzionale della RicercaPROIETTI, ROBERTO
PROIETTI, ROBERTO
Dipartimento di Elettronica e Telecomunicazioni
092133
Deep reinforcement learning-aided multi-step job scheduling in optical data center networks
2025 Liu, Che-Yu; Chen, Xiaoliang; Proietti, Roberto; Zhu, Zuqing; Yoo, S. J. Ben
Noise impact of classical headers on the quantum payload in quantum wrapper networking
2025 Gül, Gamze; Kanter, Gregory S.; Tan, Shannon G.; Berkay On, Mehmet; Proietti, Roberto; Ben Yoo, S. J.; Kumar, Prem
Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks
2024 Awad, Hasan; Usmani, Fehmida; Virgillito, Emanuele; Bratovich, Rudi; Proietti, Roberto; Straullu, Stefano; Aquilino, Francesco; Pastorelli, Rosanna; Curri, Vittorio
Experimental Demonstration of Datagram Switching With Monitoring in Quantum Wrapper Networks
2024 On, Mehmet Berkay; Proietti, Roberto; Gül, Gamze; Kanter, Gregory S.; Singh, Sandeep Kumar; Kumar, Prem; Yoo, S. J. Ben
Quantum Wrapper Networking
2024 Ben Yoo, S. J.; Singh, Sandeep Kumar; On, Mehmet Berkay; Gül, Gamze; Kanter, Gregory S.; Proietti, Roberto; Kumar, Prem
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Deep reinforcement learning-aided multi-step job scheduling in optical data center networks / Liu, C., Chen, X., Proietti, R., Zhu, Z., Yoo, S.J.B.. - In: JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING. - ISSN 1943-0620. - 17:9(2025). [10.1364/jocn.562531] | 1-gen-2025 | Proietti, Roberto + | Deep_reinforcement_learning-aided_multi-step_job_scheduling_in_optical_data_center_networks.pdf |
| Noise impact of classical headers on the quantum payload in quantum wrapper networking / Gül, G., Kanter, G.S., Tan, S.G., Berkay On, M., Proietti, R., Ben Yoo, S.J., Kumar, P.. - In: OPTICA QUANTUM. - ISSN 2837-6714. - 3:3(2025). [10.1364/opticaq.558540] | 1-gen-2025 | Proietti, Roberto + | - |
| Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks / Awad, H., Usmani, F., Virgillito, E., Bratovich, R., Proietti, R., Straullu, S., Aquilino, F., Pastorelli, R., Curri, V.. - In: SENSORS. - ISSN 1424-8220. - ELETTRONICO. - 24:10(2024). [10.3390/s24103041] | 1-gen-2024 | Hasan AwadEmanuele VirgillitoRoberto ProiettiRosanna PastorelliVittorio Curri + | sensors-24-03041 (7).pdf |
| Experimental Demonstration of Datagram Switching With Monitoring in Quantum Wrapper Networks / On, M.B., Proietti, R., Gül, G., Kanter, G.S., Singh, S.K., Kumar, P., Yoo, S.J.B.. - In: JOURNAL OF LIGHTWAVE TECHNOLOGY. - ISSN 0733-8724. - 42:10(2024), pp. 3504-3514. [10.1109/jlt.2024.3362292] | 1-gen-2024 | Proietti, Roberto + | Experimental_Demonstration_of_Datagram_Switching_With_Monitoring_in_Quantum_Wrapper_Networks (1).pdf; QWN_JLT_rev.pdf |
| Quantum Wrapper Networking / Ben Yoo, S.J., Singh, S.K., On, M.B., Gül, G., Kanter, G.S., Proietti, R., Kumar, P.. - In: IEEE COMMUNICATIONS MAGAZINE. - ISSN 0163-6804. - 62:3(2024), pp. 76-81. [10.1109/mcom.001.2300067] | 1-gen-2024 | Proietti, Roberto + | Quantum_Wrapper_Networking (2).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, X.l., Proietti, R., Fariborz, M., Liu, C.y., Yoo, S.. - 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, S.. - 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 |