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Marco Ruffini
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Marco Ruffini22 visible / 22 total nodes / 54 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipMarco RuffiniAMarco RuffiniResearcherUB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation ModelsWUB-SMoE: Universally Ba...preprint / 2026PRIM: Meta-Learned Bayesian Root Cause AnalysisWPRIM: Meta-Learned Baye...preprint / 2026Van-Tuan TranAVan-Tuan TranResearcherHong-Hanh Nguyen-LeAHong-Hanh Nguyen-LeResearcherAnish DhirAAnish DhirResearcherAmadou BaAAmadou BaResearcherBradley EckABradley EckResearcherMerim DzaferagicAMerim DzaferagicResearcherChristopher LohseAChristopher LohseResearcherJonas WahlAJonas WahlResearcherMachine LearningTMachine Learning49008 worksMulti-Dimensional Convergence in Future 5G NetworksWMulti-Dimensional Conve...preprint / 2016A Min-Max Fair Resource Allocation Framework for Optical x-haul and DU/CU in Multi-tenant O-RANsWA Min-Max Fair Resource...preprint / 2022Optical Front/Mid-haul with Open Access-Edge Server Deployment Framework for Sliced O-RANWOptical Front/Mid-haul ...preprint / 2022PON Virtualisation with EAST-WEST Communications for Low-Latency Converged Multi-Access Edge Computing (MEC)WPON Virtualisation with...preprint / 2020Real-time, low latency virtual DBA hypervisor for SLA-compliant multi-service operations over shared Passive Optical NetworksWReal-time, low latency ...preprint / 2023ML Approach for Power Consumption Prediction in Virtualized Base StationsWML Approach for Power C...preprint / 2023Antenna, Spectrum and Capacity trade-off for Cloud-RAN Massive Distributed MIMO over Next Generation PONsWAntenna, Spectrum and C...preprint / 2016Schedulers Synchronization Supporting Ultra Reliable Low Latency Communications (URLLC) in Cloud-RAN over Virtualised Mesh PONWSchedulers Synchronizat...preprint / 2022A Combinatorial Optimisation Approach to Designing Dual-Parented Long-Reach Passive Optical NetworksWA Combinatorial Optimis...preprint / 2011Beyond Redundancy: Toward Agile Resilience in Optical Networks to Overcome Unpredictable DisastersWBeyond Redundancy: Towa...preprint / 2026
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Marco Ruffini

Researcher

PaperUB-SMoE: Universally Balanced Sparse Mixture-of-Experts for Resource-adaptive Federated Fine-tuning of Foundation ModelsAuthorship / preprint / 2026PaperPRIM: Meta-Learned Bayesian Root Cause AnalysisAuthorship / preprint / 2026PersonVan-Tuan TranCo-authorship / ResearcherPersonHong-Hanh Nguyen-LeCo-authorship / ResearcherPersonAnish DhirCo-authorship / ResearcherPersonAmadou BaCo-authorship / ResearcherPersonBradley EckCo-authorship / ResearcherPersonMerim DzaferagicCo-authorship / Researcher

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