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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
  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 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
  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
  2022 Agarwal, M.A. Togou, M. Ruffini and G.M Muntean Joint Performance-Resource Optimization for Improved Video Quality in Fairness Enhanced HetNets. IEEE International Conference on Communications (ICC),, pp1-6. DOI: http://dx.doi.org/10.1109/ICC45855.2022.9838454
  2022 S. Das, F. Slyne, D. Kilper and M. Ruffini Schedulers Synchronization Supporting Ultra Reliable Low Latency Communications (URLLC) in Cloud-RAN over Virtualised Mesh PON European Conference on Optical Communications (ECOC), pp1-3
  2022 S. Mondal and M. Ruffini Optical Front/Mid-haul with Open Access-Edge Server Deployment Framework for Sliced O-RAN IEEE Transactions on Network and Service Management. DOI: http://dx.doi.org/10.1109/TNSM.2022.3173915
  2022 S. Das, F. Slyne and M. Ruffini Optimal slicing of virtualised Passive Optical Networks to support dense deployment of Cloud-RAN and Multi-Access Edge Computing IEEE Network, pp131-138. DOI: http://dx.doi.org/10.1109/MNET.004.2100603
  2022 J.F. Santos, D. da Silva Brilhante, J.F. de Rezende, N. Marchetti, M. Ruffini and L.A. DaSilva Optimal Embedding of Heterogeneous RAN Slices for Secure and Technology-agnostic RANaaS IEEE Transactions on Network and Service Management, 19(4), pp5284-5298. DOI: http://dx.doi.org/10.1109/TNSM.2022.3187353
  2022 M. Dzaferagic, J.A. Ayala-Romero and M. Ruffini ML Approach for Power Consumption Prediction in Virtualized Base Stations IEEE Globecom, pp1-6
  2022 B. Agarwal, M.A. Togou, M. Ruffini and G.M. Muntean QoE-Driven Optimization in 5G O-RAN Enabled HetNets for Enhanced Video Service Quality IEEE Communications Magazine, pp1-7. DOI: http://dx.doi.org/10.1109/MCOM.003.2200229
  2022 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, pp1-40. DOI: http://dx.doi.org/10.1109/COMST.2022.3207967

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