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	Year	Authors	Title
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	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 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. Autenrieth, M. Ruffini, P. Safari, J. Fischer, R. Freund, Y. Awaji and T. Bauschert	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 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 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. Dzaferagic	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 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, Sumaiya and Dass, Devika and Nishizawa, Hideki and Sone, Yoshiaki and Kenny, Eoin and Ruffini, Marco and Kilper, Daniel and Oki, Eiji and Takasugi, Koichi	Experimental evaluation of an SDN controller for open optical-circuit-switched networks Journal of Optical Communications and Networking, 17(6), pp498 – 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 – 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 – 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. 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 Giusti, Petr Munster, Tomas Horvath, André Richter, Igor Koltchanov, Steinar Bjørnstad, Darko Zibar, Andreas Papadopoulos, Achim Autenrieth, Andre Sandmann, Florian Azendorf, Mohammed Hassine	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 International Conference on Photonics in Switching and Computing (PSC), 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. Wang, M. Ruffini, D. Kilper, T. Chen	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 International Conference on Cloud Computing (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. Nakamura, H. Nishizawa, Y. Sone, E. Yamazaki, Y. Kisaka, K. Takasugi, K. Asahi, M. Ruffini, D. Kilper.	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. Mackey, B. Vukovic, J. Smajic, J. Leuthold, C. Natalino, L. Wosinska, T. Svensson, A. Kaszubowska-Anandarajah, I. Mesogiti, S. Pryor, A. Tzanakaki, R. Nejabati, P. Monti and D. Kilper	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 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 – 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

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