Archivio Istituzionale della RicercaDIPTO, IMRAN CHOWDHURY
DIPTO, IMRAN CHOWDHURY
Dipartimento di Elettronica e Telecomunicazioni
112403
AI-driven converged metro-access optical network-as-a-service with point-to-multipoint coherent optics for 6G X-Hauling
2026 Zeb, Sanwal; Ali, Ahtisham; Dipto, Imran Chowdhury; Rosso, Andrea; Masood, Muhammad Umar; Schips, Riccardo; Ambrosone, Renato; Straullu, Stefano; Aquilino, Francesco; Nespola, Antonino; Pedro, João; Napoli, Antonio; Galardini, Alessandro; Curri, Vittorio
Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects
2026 Zeb, Sanwal; Masood, Muhammad Umar; Ali, Ahtisham; Schips, Riccardo; Ambrosone, Renato; Dipto, Imran Chowdhury; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
LLM-Assisted Design and Analytics of Next-Generation Optical Transport Networks
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Assisted Digital Twin for Next Generation Optical Network-as-a-Service (ONaaS)
2026 Dipto, Imran Chowdhury; Zeb, Sanwal; Masood, Muhammad Umar; Khan, Ihtesham; Pedro, João; Napoli, Antonio; Curri, Vittorio
LLM-Orchestrated Digital Twin for Smart Optical Network Operations
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
ML-Based Physics-Guided Method for Low-Margin Nonlinear Interference Estimation in Optical Links
2026 Ietro, Rosario; Napoli, Antonio; Dipto, Imran Chowdhury; Zeb, Sanwal; Bhyri, Sai Kishore; Virgillito, Emanuele; Galimberti, Gabriele Maria; Costa, Nelson; Pedro, Joao; Parisi, Giuseppe; Curri, Vittorio
ML-Driven QoT Estimation for Adaptive P2MP Optical Network-as-a-Service in 6G X-Haul
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Ali, Ahtisham; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
Multi-Agent Digital Twin for SLA Management in Coherent P2MP Metro-Access Networks
2026 Zeb, Sanwal; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Costa, Nelson; Pedro, João; Napoli, Antonio; Curri, Vittorio
Stability-Aware Subcarrier Allocation in Filterless P2MP Metro-Access Networks
2026 Zeb, Sanwal; Masood, Muhammad Umar; Ali, Ahtisham; Dipto, Imran Chowdhury; Schips, Riccardo; Pedro, João; Napoli, Antonio; Curri, Vittorio
State-Aware Subcarrier Allocation for SDN-Controlled Filterless Coherent P2MP Network
2026 Zeb, Sanwal; Masood, Muhammad Umar; Ali, Ahtisham; Dipto, Imran Chowdhury; Schips, Riccardo; Pedro, Joao; Napoli, Antonio; Curri, Vittorio
AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Ali, Ahtisham; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring
2025 Malik, Gulmina; Masood, Muhammad Umar; Ambrosone, Renato; Dipto, Imran Chowdery; Mohamed, Mashboob Cheruvakkadu; Ali, Ahtisham; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin
2025 Mohamed, Mashboob Cheruvakkadu; Masood, Muhammad Umar; Dipto, Imran Chowdhury; Ambrosone, Renato; Malik, Gulmina; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Pedro, João; Napoli, Antonio; Wakim, Walid; Curri, Vittorio
Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Mohamed, Mashboob Cheruvakkadu; Straullu, Stefano; Bhyri, Sai Kishore; Galimberti, Gabriele Maria; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio
SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration
2025 Malik, Gulmina; Dipto, Imran Chowdhury; Masood, Muhammad Umar; Cheruvakkadu Mohamed, Mashboob; Straullu, Stefano; Kishore Bhyri, Sai; Maria Galimberti, Gabriele; Napoli, Antonio; Pedro, João; Wakim, Walid; Curri, Vittorio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| AI-driven converged metro-access optical network-as-a-service with point-to-multipoint coherent optics for 6G X-Hauling / Zeb, S., Ali, A., Dipto, I.C., Rosso, A., Masood, M.U., Schips, R., Ambrosone, R., Straullu, S., Aquilino, F., Nespola, A., Pedro, J., Napoli, A., Galardini, A., Curri, V.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 284:(2026). [10.1016/j.comnet.2026.112338] | 1-gen-2026 | Zeb, SanwalAli, AhtishamDipto, Imran ChowdhuryRosso, AndreaMasood, Muhammad UmarSchips, RiccardoAmbrosone, RenatoStraullu, StefanoNespola, AntoninoGalardini, AlessandroCurri, Vittorio + | 1-s2.0-S1389128626003506-main.pdf; Comp_Net_Journal_Special_Issue_2025___Reconfigurable_Networks.pdf |
| Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects / Zeb, S., Masood, M.U., Ali, A., Schips, R., Ambrosone, R., Dipto, I.C., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 17th International Conference on Network of the Future (NoF) Roma (Ita) 29 September - 02 October 2026). | 1-gen-2026 | Sanwal ZebMuhammad Umar MasoodAhtisham AliRiccardo SchipsRenato AmbrosoneImran Chowdhury DiptoVittorio Curri + | Assessing Techno-Economic Gains of Next-Generation Coherent Point-to-Multipoint Data Center Interconnects_preprint.pdf |
| LLM-Assisted Design and Analytics of Next-Generation Optical Transport Networks / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Costa, N., Pedro, J., Napoli, A., Curri, V.. - ELETTRONICO. - (2026), pp. 442-448. (2026 IEEE 12th International Conference on Network Softwarization (NetSoft) Berlin (Ger) 29 June 2026 - 03 July 2026) [10.1109/netsoft70012.2026.11603451]. | 1-gen-2026 | Dipto, Imran ChowdhuryZeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + | LLM-Assisted_Design_and_Analytics_of_Next-Generation_Optical_Transport_Networks.pdf; Imran_NetSoft_2026.pdf |
| LLM-Assisted Digital Twin for Next Generation Optical Network-as-a-Service (ONaaS) / Dipto, I.C., Zeb, S., Masood, M.U., Khan, I., Pedro, J., Napoli, A., Curri, V.. - (2026). (Optica Advanced Photonics Congress 2026 Long Beach (USA) 26 - 30 July 2026). | 1-gen-2026 | Dipto, Imran ChowdhuryZeb, SanwalMasood, Muhammad UmarKhan, IhteshamCurri, Vittorio + | Imran_APC_26.pdf |
| LLM-Orchestrated Digital Twin for Smart Optical Network Operations / Zeb, S., Dipto, I.C., Masood, M.U., Pedro, J., Napoli, A., Curri, V.. - (2026). (26th International Conference on Transparent Optical Networks (ICTON 2026) Prague (Cze) 12-16 July 2026) [10.1109/ICTON71309.2026.11704977]. | 1-gen-2026 | Zeb, SanwalDipto, Imran ChowdhuryMasood, Muhammad UmarCurri, Vittorio + | sanwal_zeb_icton_2026.pdf; LLM-Orchestrated_Digital_Twin_for_Smart_Optical_Network_Operations.pdf |
| ML-Based Physics-Guided Method for Low-Margin Nonlinear Interference Estimation in Optical Links / Ietro, R., Napoli, A., Dipto, I.C., Zeb, S., Bhyri, S.K., Virgillito, E., Galimberti, G.M., Costa, N., Pedro, J., Parisi, G., Curri, V.. - (2026). (26th International Conference on Transparent Optical Networks (ICTON 2026) Prague (Cze) 12-16 July 2026). | 1-gen-2026 | Ietro, RosarioDipto, Imran ChowdhuryZeb, SanwalParisi, GiuseppeCurri, Vittorio + | ML-Based_Physics-Guided_Method_for_Low-Margin_Nonlinear_Interference_Estimation_in_Optical_Links.pdf |
| ML-Driven QoT Estimation for Adaptive P2MP Optical Network-as-a-Service in 6G X-Haul / Zeb, S., Dipto, I.C., Masood, M.U., Ali, A., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN) Abu Dhabi (UAE) 8 - 11 June 2026). | 1-gen-2026 | Sanwal ZebImran Chowdhury DiptoMuhammad Umar MasoodAhtisham AliVittorio Curri + | ML-Driven_QoT_Estimation_for_Adaptive_P2MP_Optical_Network-as-a-Service_in_6G_X-Haul_preprint.pdf; ML-Driven_QoT_Estimation_for_Adaptive_P2MP_Optical_Network-as-a-Service_in_6G_X-Haul_postprint.pdf |
| Multi-Agent Digital Twin for SLA Management in Coherent P2MP Metro-Access Networks / Zeb, S., Dipto, I.C., Masood, M.U., Costa, N., Pedro, J., Napoli, A., Curri, V.. - (2026). (17th International Conference on Network of the Future (NoF 2026) Roma (Ita) 29 September - 02 October 2026). | 1-gen-2026 | Zeb, SanwalDipto, Imran ChowdhuryMasood, Muhammad UmarCurri, Vittorio + | a21-zeb final.pdf |
| Stability-Aware Subcarrier Allocation in Filterless P2MP Metro-Access Networks / Zeb, S., Masood, M.U., Ali, A., Dipto, I.C., Schips, R., Pedro, J., Napoli, A., Curri, V.. - (2026). (2026 International Conference on Photonics in Switching and Computing (PSC) Valencia (Spa) 15-17 September 2026). | 1-gen-2026 | Sanwal ZebMuhammad Umar MasoodAhtisham AliImran Chowdhury DiptoRiccardo SchipsVittorio Curri + | Stability-Aware_Subcarrier_Allocation_in_Filterless_P2MP_Metro-Access_Networks_preprint.pdf |
| State-Aware Subcarrier Allocation for SDN-Controlled Filterless Coherent P2MP Network / Zeb, S., Masood, M.U., Ali, A., Dipto, I.C., Schips, R., Pedro, J., Napoli, A., Curri, V.. - (2026). (GLOBECOM 2026 - 2026 IEEE Global Communications Conference Macau (Chi) 7 - 11 December 2026). | 1-gen-2026 | Sanwal ZebMuhammad Umar MasoodAhtisham AliImran Chowdhury DiptoRiccardo SchipsVittorio Curri + | State-Aware_Subcarrier_Allocation_for_SDN-Controlled_Filterless_Coherent_P2MP_Network_preprint.pdf |
| AI-Driven Fault Prediction and Restoration Leveraging Real-Time SOP Monitoring / Malik, G., Dipto, I.C., Masood, M.U., Ali, A., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025). (2025 International Conference on Software, Telecommunications and Computer Networks (SoftCOM) Split (Cro) 18-20 September, 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodAhtisham AliMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | AI-Driven_Fault_Prediction_and_Restoration_Leveraging_Real-Time_SOP_Monitoring.pdf; softCOM final.pdf |
| Demonstration of Real-Time AI-Enabled Smart Fault Detection using State-of-Polarization Monitoring / Malik, G., Masood, M.U., Ambrosone, R., Dipto, I.C., Mohamed, M.C., Ali, A., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025), pp. 1-4. (2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON) Barcelona (Spa) July 06-10, 2025) [10.1109/icton67126.2025.11125473]. | 1-gen-2025 | Malik, GulminaMasood, Muhammad UmarAmbrosone, RenatoDipto, Imran ChowderyMohamed, Mashboob CheruvakkaduAli, AhtishamStraullu, StefanoCurri, Vittorio + | Demonstration_of_Real-Time_AI-Enabled_Smart_Fault_Detection_using_State-of-Polarization_Monitoring.pdf; Demonstration_of_Real-Time_AI-Enabled_Smart_Fault_Detection_using_State-of-Polarization_Monitoring_Icton2025_preprint.pdf |
| Intelligent Detection of Overlapping Fiber Anomalies in Optical Networks Using Machine Learning / Malik, G., Dipto, I.C., Masood, M.U., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025). (2025 IEEE Photonics Society Summer Topicals Berlin (Ger) 21-23 Luglio 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Summer_topicals.pdf |
| Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin / Mohamed, M.C., Masood, M.U., Dipto, I.C., Ambrosone, R., Malik, G., Straullu, S., Bhyri, S.K., Galimberti, G.M., Pedro, J., Napoli, A., Wakim, W., Curri, V.. - (2025), pp. 1-6. (International Conference on Optical Network Design and Modeling (ONDM) Pisa (Ita) 06-09 May 2025) [10.23919/ondm65745.2025.11029222]. | 1-gen-2025 | Mohamed, Mashboob CheruvakkaduMasood, Muhammad UmarDipto, Imran ChowdhuryAmbrosone, RenatoMalik, GulminaStraullu, StefanoCurri, Vittorio + | Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf; Network_Data_Based_Transfer_Learning_Failure_Prediction_Agent_Pre-Trained_Using_Digital_Twin.pdf |
| Resilient Anomaly Detection in Fiber-Optic Networks: A Machine Learning Framework for Multi-Threat Identification Using State-of-Polarization Monitoring / Malik, G., Dipto, I.C., Masood, M.U., Mohamed, M.C., Straullu, S., Bhyri, S.K., Galimberti, G.M., Napoli, A., Pedro, J., Wakim, W., Curri, V.. - In: AI. - ISSN 2673-2688. - 6:7(2025). [10.3390/ai6070131] | 1-gen-2025 | Malik, GulminaDipto, Imran ChowdhuryMasood, Muhammad UmarMohamed, Mashboob CheruvakkaduStraullu, StefanoCurri, Vittorio + | ai-06-00131.pdf |
| SOP-Based Anomaly Detection Leveraging Machine Learning for Proactive Optical Restoration / Malik, G., Dipto, I.C., Masood, M.U., Cheruvakkadu Mohamed, M., Straullu, S., Kishore Bhyri, S., Maria Galimberti, G., Napoli, A., Pedro, J., Wakim, W., Curri, V.. - (2025). (Optical Network Design and Modelling (ONDM) Pisa (Ita) 6-9 May 2025). | 1-gen-2025 | Gulmina MalikImran Chowdhury DiptoMuhammad Umar MasoodMashboob Cheruvakkadu MohamedStefano StraulluVittorio Curri + | Gulmina_ONDM_2025.pdf |