| |
2026 |
Z. Wan, A. D¿Amico, G. Borraccini, A. Raj, Y-K Huang, S. Han, T. Wang, M. Ruffini D. Kilper, T. Chen |
Scalable ML Models and Cascaded Learning for Efficient Multi-Span OSNR and GSNR Predictions OPTICA Journal of Optical Communications and Networking, pp88-99. DOI: https://doi.org/10.1364/JOCN.572370 |
| |
2026 |
A. Mitrovska, Y. Hirota, V. Karunakaran, A. Raj, S. Xu, T. Suzuki, A. Jafari, N. Dsilva, B. Shariati, Y. Yoshida, A. Autenrie... |
Scaling Optical Testbed Data Space for Data Sharing Across Vendor and Organizational Boundaries Optical Fibre Communications Conference (OFC), pp3 |
| |
2026 |
L. Sadighi, C. Natalino, S. Karlsson, L. Wosinska, E. Kenny, M. Ruffini and M. Furdek. |
Modulated vs. Unmodulated Polarization Signatures for ML-Based Fiber Sensing IEEE Journal of Lightwave Technology, pp10. DOI: https://doi.org/10.1109/JLT.2026.3660791 |
| |
2026 |
D. Dass, C. Browning, D. Kilper, A. Delmade, A. Raj, E. Kenny, L. Barry and M. Ruffini |
Field Trial and Spectral Allocation Analysis of Transparent Heterogeneous Digital Coherent and Analog Radio over Fiber mmWave/SubTHz Signals over a Live Production Network OPTICA Journal of Optical Communications and Networking, pp150-158. DOI: https://doi.org/10.1364/JOCN.575391 |
| |
2026 |
S. Kojima, K. Anazawa, H. Ishihara, T. Mano, H. Nishizawa, D. Briantcev, D. Kilper, M. Ruffini, Y. Sone and K. Takasugi |
Field Experiments on Frame-Based Delay Measurement Using OpenZR+ Pluggable Transceivers: Enabling Latency-Managed IP-over-DWDM for Data Center Interconnects Optical Fibre Communications Conference (OFC), pp3 |
| |
2026 |
A. Mukhopadhyay and M. Ruffini. |
Edge Server Load Balancing using Steerable Free Space Optics for Partial Mesh Optical Access Networks IEEE Transactions on Communications, pp4853-4865. DOI: https://doi.org/10.1109/TCOMM.2026.3664452 |
| |
2026 |
A. Raj, V. V. Garbhapu, H. Ishihara, P. Pahlevanzadeh, H. Nishizawa, T. Sasai, D. Kilper and M. Ruffini |
OSNR/GSNR Prediction in Brownfield Links via a DLM-Anchored Hybrid Physics/ML Model Optical Fibre Communications Conference (OFC), pp3 |
| |
2026 |
D. Briantcev, D. Basu, S. Xie, A. Raj, P. Pahlevanzadeh, H. Leddy, J. Halbach, V.V. Garbhapu, D. Kilper, M. Ruffini and M. Dz... |
Digital Twin-Driven Disaggregated Optical Network Reconfiguration and Optimization with Automated Conflict Resolution Optical Fibre Communications Conference (OFC), pp3 |
| |
2025 |
L. Sadighi, C. Natalino, S. Karlsson, L. Wosinska, M. Ruffini and M. Furde |
AI/ML-Based State-of-Polarization Monitoring in Optical Networks: Concepts and Challenges Optical Fibre Communications (OFC), pp1-3 |
| |
2025 |
M. Dzaferagic, B. M. Xavier, D. Collins, V. D¿Onofrio, M. Martinello and M. Ruffini |
ML-Based Handover Prediction Over a Real O-RAN Deployment Using RAN Intelligent Controller IEEE Transactions on Network and Service Management, pp635-647. DOI: https://doi.org/10.1109/TNSM.2024.3468910 |
| |
2025 |
R. Bali, A.N. Tittelbaugh, S.L. Jenkins, A. Agrawal, J. Horgan, M. Ruffini, D.C. Kilper, B.A. Bash |
Routing and Spectrum Allocation in Broadband Quantum Entanglement Distribution IEEE Journal on Selected Areas in Communications (JSAC), pp1-16. DOI: https://doi.org/10.48550/arXiv.2404.08744 |
| |
2025 |
D. Dass, A. Delmade, A. Raj, E. Kenny, D. Kilper, L. Barry and M. Ruffini |
Coexistence of Digital Coherent, mmWave and sub-THz Analog RoF Services using OSaaS over converged access-metro live production network Optical Fibre Communications (OFC), pp1-3 |
| |
2025 |
Z. Wang, A. Raj, G. Borraccini, S. Han, Y-K Huang, T. Wang, M. Ruffini, D. Kilper and T. Chen |
Scalable Machine Learning Models\for Optical Transmission System Management Optical Fibre Communications (OFC), pp1-3. DOI: https://doi.org/10.1364/OPTICA.512148 |
| |
2025 |
M. Dzaferagic, K. O¿Sullivan, B. Richardson, B. Ryan, N. Power, R. Giller and M. Ruffini |
Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network Optical Fibre Communications (OFC), pp1-3. DOI: https://doi.org/10.1364/ofc.2025.m3z.2 |
| |
2025 |
A. Raj, D. Dass, D. Kilper and M. Ruffini |
Real-Time Streaming Telemetry Based Detection and Mitigation of OOK and Power Interference in Multi-User OSaaS Networks Optical Fibre Communications (OFC), pp1-3 |
| |
2025 |
Anazawa, Kazuya and Inoue, Takeru and Mano, Toru and Ou, Hiroshi and Ujikawa, Hirotaka and Briantcev, Dmitrii and Binte Ali, ... |
Experimental evaluation of an SDN controller for open optical-circuit-switched networks Journal of Optical Communications and Networking, 17(6), pp498 â 513. DOI: http://dx.doi.org/10.1364/JOCN.558407 |
| |
2025 |
Dass, Devika and Kilper, Dan and Barry, Liam and Ruffini, Marco |
Heterogeneous transmission of analog radio and digital coherent signals over multispan metro and PON for bandwidth-efficient fronthaul in mmWave centralized RANs [Invited] Journal of Optical Communications and Networking, 17(8). DOI: http://dx.doi.org/10.1364/JOCN.551296 |
| |
2025 |
Sadighi, Leyla and Karlsson, Stefan and Natalino, Carlos and Wosinska, Lena and Ruffini, Marco and Furdek, Marija |
Deep Learning for Detection of Harmful Events in Real-World, Noisy Optical Fiber Deployments Journal of Lightwave Technology, 43(13), pp6092 â 6101. DOI: http://dx.doi.org/10.1109/JLT.2025.3557748 |
| |
2025 |
Raj, Agastya and Kilper, Daniel C. and Ruffini, Marco |
Interference detection in spectrum-blind multi-user optical spectrum as a service Journal of Optical Communications and Networking, 17(8). DOI: http://dx.doi.org/10.1364/JOCN.551188 |
| |
2025 |
Ganguli, Arijeet and Ruffini, Marco |
Real-time capable, low-latency upstream scheduling in multi-tenant, SLA compliant TWDM PON Journal of Optical Communications and Networking, 17(6), pp485 â 497. DOI: http://dx.doi.org/10.1364/JOCN.558325 |
| |
2025 |
Raj, Agastya and Wang, Zehao and Chen, Tingjun and Kilper, Daniel C. and Ruffini, Marco |
Generalized few-shot transfer learning architecture for modeling the EDFA gain spectrum Journal of Optical Communications and Networking, 17(9). DOI: http://dx.doi.org/10.1364/JOCN.560987 |
| |
2025 |
H. McAleese, A. Agrawal, V. Vasan, C.J. Campbell, A.G. Hawkins, D.C. Kilper, M. Paternostro, M. Ruffini |
Strategies for entanglement distribution in optical fiber networks. APS Physical Review Research, pp13. DOI: https://doi.org/10.1103/84qz-1jz2 |
| |
2025 |
L. Sadighi, C. Natalino Da Silva, S. Karlsson, M. Ruffini, E. Kenny, L. Wosinska and M. Furdek Prekratic |
Generalizability of ML¿based classification of state of polarization signatures across different bands and links European Conference on Optical Communications (ECOC), pp3 |
| |
2025 |
Aleksandra Kaszubowska-Anandarajah, Dan Kilper, Marco Ruffini, Kaida Kaeval, Esther Renner, Bernhard Schmauss, Alessandro Giu... |
Intent and Context-Aware Optical Networks 2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON), pp1-2. DOI: https://doi.org/10.1109/ICTON67126.2025.11125334 |
| |
2025 |
Paolo Monti, Dan Kilper, Ioanna Mesogiti, Colm Browning, Carlos Natalino, Aleksandra Kaszubowska Anandarajah, Marco Ruffini |
Harnessing AI and Confluent Technologies for Next-Generation 6G Networks 2025 30th OptoElectronics and Communications Conference (OECC) and 2025 International Conference on Photonics in Switching and Computing (PSC), pp1-4. DOI: https://doi.org/10.23919/OECC/PSC62146.2025.11111139 |
| |
2025 |
M. Ruffini, A. Raj |
Optical Spectrum as a Service (OSaaS): Progress and Challenges IEEE Photonics in Switching Conference, pp6. DOI: https://doi.org/10.23919/OECC/PSC62146.2025.11111444 |
| |
2025 |
Z. Wang, A. Raj, Y-K Huang E. Ip, G. Borraccini, A. D¿Amico, S. Han, Z. Qi, G. Zussman, K. Asahi, H. Kageshima, Y. Aono, T. ... |
Toward Intelligent and Efficient Optical Networks: Performance Modeling, Co-existence, and Field Trials IEEE Photonics in Switching Conference, pp6. DOI: https://doi.org/10.23919/OECC/PSC62146.2025.11110008 |
| |
2025 |
C. Lohse, D. Tsutsumi, A. Ba, P. Harsha, C. Subramanian, M. Straesser, M. Ruffini |
Causal Latency Modelling for Cloud Microservices IEEE Cloud, pp6. DOI: https://doi.org/10.1109/CLOUD67622.2025.00024 |
| |
2025 |
V. Vasan, A. Agrawal, A. Nico-Katz, J. Horgan, B.A. Bash, D.C. Kilper and M. Ruffini. |
Control Protocol for Entangled Pair Verification in Quantum Optical Networks IEEE International Confrence on Communications (ICC), pp6. DOI: https://doi.org/10.1109/ICC52391.2025.11161247 |
| |
2025 |
L. Sadighi, S. Karlsson, M. Ruffini and M. Furdek Prekratic |
ML-based detection and categorization of complex mechanical vibrations via state of polarization analysis in optical networks. IEEE International Conference on Transparent Optical Networks (ICTON), pp6. DOI: https://doi.org/10.1109/ICTON67126.2025.11125320 |
| |
2025 |
T. Sasai, K. Anazawa, D. Briantcev, D. Dass, S. Ali, G. Borraccini, Y. Kobatake, H. Ishihara, E. Kenny, G. Liu, T. Mano, M. N... |
Optical Network Tomography over Live Production Network in Multi-Domain Environment European Conference on Optical Communications (ECOC), pp3. DOI: https://doi.org/10.1109/ECOC66593.2025.11263088 |
| |
2025 |
A. Abishek, L.G. Renom, R. Muno, M. Ruffini, D. Briantcev, D. Kilper, A. Asensio, X. Masip-Bruin and R. Vilalta |
Secure Information Exchange between Optical Network Digital Twin and Optical Transport Network IEEE NEtsoft, pp6. DOI: https://doi.org/10.1109/NetSoft64993.2025.11080637 |
| |
2024 |
A. Ganguli and M. Ruffini. |
Low-Latency Upstream Scheduling in Multi-Tenant, SLA Compliant TWDM PON Optical Fibre Communications (OFC), pp1-3 |
| |
2024 |
F. Slyne, K. O¿Sullivan, M. Dzaferagic, B. Richardson, M. Wrzeszcz, B. Ryan, N. Power, R. Giller and M. Ruffini. |
Demonstration of Cooperative Transport Interface using open-source 5G OpenRAN and virtualised PON network Optical Fibre Communications (OFC), pp1-3. DOI: https://doi.org/10.1364/ofc.2024.m3z.1 |
| |
2024 |
B. Missi Xavier, M. Dzaferagic, I, Vilà, M. Martinello and M. Ruffini |
Cross-Domain AI for Early Attack Detection and Defense Against Malicious Flows in O-RAN IEEE International Conference on Communications (ICC), pp1-6. DOI: https://doi.org/10.1109/ICC51166.2024.10622345 |
| |
2024 |
Xavier, Bruno Missi and Dzaferagic, Merim and Martinello, Magnos and Ruffini, Marco |
Performance measurement dataset for open RAN with user mobility and security threats Computer Networks, 253, pp110710. DOI: https://doi.org/10.1016/j.comnet.2024.110710 |
| |
2024 |
R. Raj, D. Das, K. Kaeval, S. Patri, V. Sleiffer, B. Baeuerle, W. Heni, M. Ruffini, C. Browning, A. Naughton, R. Mackey, D. M... |
Towards Efficient Confluent Edge Networks Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit), pp1-6. DOI: https://doi.org/10.1109/EuCNC/6GSummit60053.2024.10597093 |
| |
2024 |
R. Bali, A. Tittelbaugh, S. L. Jenkins, A. Agrawal, J. Horgan, M. Ruffini, D. Kilper, B. A. Bash |
Routing and Spectrum Allocation in Broadband Degenerate EPR-Pair Distribution IEEE International Conference on Communications (ICC), pp1-6. DOI: https://doi.org/10.1109/ICC51166.2024.10622453 |
| |
2024 |
E. S. Borges, M. R. N. Ribeiro, R. S. Guimaraes, B. M. Xavier, P. Pecolo, C. K. Dominicini, M. Martinello and M. Ruffini |
FSO-Based Reconfigurable Optical Networks: Source Routing for Decoupling Multilayer TE Optical Network Design and Modeling conference (ONDM), pp1-3 |
| |
2024 |
B. Missi Xavier, M. Dzaferagic, M. Martinello and M. Ruffini |
Securing Mobile Networks: An Open Ran Performance Measurement Dataset with User Mobility Patterns Under Security Threats Elsevier Computer Networks, pp1-7. DOI: https://doi.org/10.2139/ssrn.4829508 |
| |
2024 |
E. S. Borges, V. B. Bonella, A. J. dos Santos, G. T. Menegueti, C. K. Dominicini, R. S. Guimarães, M. Martinello and M. Ruffini |
PoT-PolKA: Let the Edge Control the Proof-of-Transit in Path-Aware Networks IEEE Transactions on Network and Service Management, pp3681-3691. DOI: https://doi.org/10.1109/TNSM.2024.3389457 |
| |
2024 |
A. Raj, Z. Wang, F. Slyne, T. Chen, D. Kilper and Marco Ruffini |
Interference Identification in Multi-User Optical Spectrum as a Service using Convolutional Neural Networks European Conference on Optical Communications (ECOC), pp1-3 |
| |
2024 |
D. Dass, F. Slyne, D. Kilper, L. Barry and M. Ruffini |
Coexistence of Analogue Radio and Digital Coherent Transmission Over Access/Metro Networks fibre for Bandwidth-E¿icient Fronthaul Beyond 5G European Conference on Optical Communications (ECOC), pp1-3 |
| |
2024 |
V. Vasan, A. Agrawal, A. Nico-Katz, J. Horgan, B.A. Bash, D.C. Kilper and M. Ruffini |
Control Protocol for Entangled Pair Verification in Quantum Optical Networks IEEE International Conference on Communications (ICC), pp1-6 |
| |
2024 |
H. McAleese, A. Agrawal, V. Vasan, C.J. Campbell, A.G. Hawkins, D.C. Kilper, M. Paternostro, M. Ruffini |
Strategies for entanglement distribution in optical fiber networks arXiv, pp1-12. DOI: https://doi.org/10.48550/arXiv.2411.07306 |
| |
2024 |
A. Raj, Z. Wang, F. Slyne, T. Chen, D. Kilper and Marco Ruffini |
Multi-Span Optical Power Spectrum Evolution Modeling using ML-based Multi-Decoder Attention Framework European Conference on Optical Communications (ECOC), pp1-3 |
| |
2024 |
L. Sadighi, S. Karlsson, C. Natalino, L. Wosinska, M. Ruffini and Marija Furdek |
Detection and Classification of Eavesdropping and Mechanical Vibrations in Fiber Optical Networks by Analyzing Polarization Signatures Over a Noisy Environment European Conference on Optical Communications (ECOC), pp1-3 |
| |
2024 |
A. Raj, D. Kilper and M. Ruffini |
Transfer Learning for EDFA Gain Modeling: A Semi-Supervised Approach Using Internal Amplifier Features IEEE Future Networks World Forum, pp1-3 |
| |
2024 |
Mas-Machuca, Carmen and Wosinska, Lena and Ruffini, Marco and Chen, Jiajia |
Optical networks and interconnects Handbook of Radio and Optical Networks Convergence, pp165 â 198. DOI: http://dx.doi.org/10.1007/978-981-97-2282-2_21 |
| |
2023 |
J. Horgan, D. Briantcev, A. Kaszubowska-Anandarajah, M. Ruffini and D. Kilper. |
Progress on Integrating Quantum Communications in Optical Systems Testbeds Asia Communications and Photonics Conference (ACP), pp1-3 |
