Marco Ruffini

Trinity College — Canada

Engineering · Physical Sciences

25h-index2.8kcitations268works1.12yr avg
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Research Topics

Advanced Optical Network Technologies(146), Advanced Photonic Communication Systems(137), Optical Network Technologies(121), Software-Defined Networks and 5G(56), Advanced MIMO Systems Optimization(20)

Publications267 total

Field trial and spectral allocation analysis of transparent heterogeneous digital coherent and analog radio over fiber mmWave/sub-THz signals over a live production network
Journal of Optical Communications and Networking·2025
Optical Network Tomography Over Live Production Network in Multi-Domain Environment
2025
Generalizability of Ml-Based Classification of State of Polarization Signatures Across Different Bands and Links
2025
Beyond Redundancy: Toward Agile Resilience in Optical Networks to Overcome Unpredictable Disasters
arXiv (Cornell University)·2025Open Access
Strategies for entanglement distribution in optical fiber networks
Physical Review Research·2025Open Access
PHY Aware Virtual Network Embedding using Time-Domain Hybrid Modulation Formats in Optical Networks
2025Open Access
Modulated vs. Unmodulated Polarization Signatures for ML-Based Fiber Sensing
2025Open Access
Causal Latency Modelling for Cloud Microservices
2025· 1 cited
Intent and Context-Aware Optical Networks
2025
ML-Based Detection and Categorization of Complex Mechanical Vibrations via State of Polarization Analysis in Optical Networks
2025
Toward Intelligent and Efficient Optical Networks: Performance Modeling, Co-Existence, and Field Trials
2025· 2 cited
Control Protocol for Entangled Pair Verification in Quantum Optical Networks
2025
Generalized few-shot transfer learning architecture for modeling the EDFA gain spectrum
Journal of Optical Communications and Networking·2025· 1 citedOpen Access
Real-time capable, low-latency upstream scheduling in multi-tenant, SLA compliant TWDM PON
Journal of Optical Communications and Networking·2025· 1 citedOpen Access
Mitigating xApp conflicts for efficient network slicing in 6G O-RAN: a graph convolutional-based attention network approach
arXiv (Cornell University)·2025Open Access
Deep Learning for Detection of Harmful Events in Real-World, Noisy Optical Fiber Deployments
Journal of Lightwave Technology·2025· 8 citedOpen Access
Interference detection in spectrum-blind multi-user optical spectrum as a service
Journal of Optical Communications and Networking·2025· 2 citedOpen Access
Transfer Learning for EDFA Gain Modeling: A Semi-Supervised Approach Using Internal Amplifier Features
arXiv (Cornell University)·2025Open Access
Demonstration of Cooperative Transport Interface over Open Source 7.2 split RAN and Virtualised Open PON Network
arXiv (Cornell University)·2025Open Access
Routing and Spectrum Allocation in Broadband Quantum Entanglement Distribution
IEEE Journal on Selected Areas in Communications·2025· 1 cited
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Frequent Co-authors

David B. Payne(14), Frank Slyne(11), Nima Afraz(8), Nick Parsons(5), Thomas Pfeiffer(5), Séamas McGettrick(5), Peter Ossieur(4), P. D. Townsend(4), Nattapong Kitsuwan(4), Avishek Nag(3), Bharat Agarwal(3), Mohammed Amine Togou(3), Gabriel‐Miro Muntean(3), Lena Wosinska(3), M. Achouche(3), N.J. Doran(3), Julio Montalvo(3), Barry O’Sullivan(3), Harald Rohde(3), M. Schiano(3)