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Publications

	Year	Authors	Title
	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
	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 – 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
	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
	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
	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 – 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
	2023	S. Das, F. Slyne, D. Kilper and M. Ruffini	Two-tier PON virtualisation with scheduler synchronization supporting application-level ultra-low latency in MEC based Cloud-RAN, using MESH-PON Journal of Optical Communications and Networking, pp100-107
	2023	N. Afraz, F. Wilhelmi H. Ahmadi and M. Ruffini	Blockchain and Smart Contracts for Telecommunications: Requirements vs. Cost Analysis IEEE Access, pp95653-95666
	2023	V. Karunakaran, J. Muller, F. Slyne, K. Kaeval, S. Troia, A. Autenrieth, D.C. Kilper, T. Bauschert and M. Ruffini	Model-based Service Provisioning in Optical Networks European Conference on Optical Communications (ECOC), pp1-3
	2023	B. Chen and M. Ruffini	Resource Cooperation in MEC and SDN based Vehicular Networks IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp1-6
	2023	S, Mondal and M. Ruffini	Fairness Guaranteed and Auction-based x-haul and Cloud Resource Allocation in Multi-tenant O-RANs IEEE Transactions in Communications, pp3452-3468
	2023	M. Ruffini, C. Xie, L. shi and J. S. Wey.	Connected OFCity Challenge: an updated perspective on technology for connected cities Optical Fibre Communications (OFC), pp1-3
	2023	B. Agarwal, M.A. Togou, M. Ruffini and G.M. Muntean	A Comprehensive Survey on Radio Resource Management in 5G HetNets: Current Solutions, Future Trends and Open Issues IEEE Communications Surveys & Tutorials, pp2495-2534
	2023	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), pp1-7
	2023	A. Delmade, F. Slyne, C. Browning, D. Kilper, L. Barry and M. Ruffini	Metro Access Network with Convergence of Coherent and Analog RoF Data Services European Conference on Optical Communications (ECOC), pp1-3
	2023	A. Ganguli, F. Slyne and M. Ruffini.	Real-time, low latency virtual DBA hypervisor for SLA-compliant multi-service operations over shared Passive Optical Networks Optical Fibre Communications (OFC), pp1-3
	2023	A. Raj, Z. Wang, F. Slyne, T. Chen, D. Kilper and M. Ruffini	Self-Normalizing Neural Network, Enabling One Shot Transfer Learning for Modeling EDFA Wavelength Dependent Gain European Conference on Optical Communications (ECOC), pp1-3
	2023	B. M. Xavier, M. Dzaferagic, D. Collins, G. Comarela, M. Martinello and M. Ruffini	Machine Learning-based Early Attack Detection Using Open RAN Intelligent Controller IEEE International Conference on Communications (ICC), pp1-6
	2023	F. Slyne, C. Browning, A. Delmade, L.P. Barry and M. Ruffini	Experimental Demonstration of Network Convergence with Coherent and Analog Radio-over-Fibre signals For Densified 5.5G/6G Small Cell Networks IEEE International Conference on Communications (ICC), pp1-6
	2023	K. Kaeval, F. Slyne, S. Troia, E. Kenny, K. Große, H. Griesser, D.C. Kilper, M. Ruffini, J-J Pedreno-Manresa, S.K. Patri and...	Employing Channel Probing to Derive End-of-Life Service Margins for Optical Spectrum Services Journal of Optical Communications and Networking, pp63-73
	2023	J. Muller, F. Slyne, K. Kaeval, S. Troia, T. Fehenberger, J.P. Elbers, D. C. Kilper, M. Ruffini and C. Mas-Machuca	Experimental Demonstration of ML-Based DWDM System Margin Estimation Optical Fibre Communications (OFC), pp1-3
	2023	M. Ruffini, M. Furdek, R. Mûnoz, M. Ribeiro, S. Wey	Novel optical networking architectures and open interfaces for 5G and future 6G networks Elsevier Optical Fiber Technology (OFT), pp1-2
	2022	D. R. Mafioletti, F. Slyne, R. Giller, M. O’Hanlon, D. Coyle, B. Ryan and M. Ruffini	Demonstration of a low latency bandwidth allocation mechanism for mission critical applications in virtual PONs with P4 programmable hardware Optical Fibre Communications (OFC), pp1-3
	2022	S. Mondal and M. Ruffini	A Max-Min Fair Resource Allocation Framework for Optical x-haul and DU/CU in Multi-tenant O-RANs IEEE International Conference on Communications (ICC),, pp1-6. DOI: http://dx.doi.org/10.1109/ICC45855.2022.9839287
	2022	N. Afraz, M. Ruffini	Trusted Distributed Marketplace for Virtual Passive Optical Network Sharing Journal of Optical Communications and Networking, pp1-7. DOI: http://dx.doi.org/10.1364/JOCN.449363

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