Publications

TitleMagazine or ConferenceAuthorsDate
Distributed Multi-Agent System fed with Telemetry Data for Near-Real-Time Service OperationOptical Fiber Communication Conference (OFC24)UPC, SSSA, CNIT, NVIDIAJanuary 2024
Deployment of Secure Machine Learning Pipelines for Near-Real-Time Control of 6G Network ServicesOptical Fiber Communication Conference (OFC24)UPC, UC3M, TIDJanuary 2024
Autonomous Flow Routing for Near Real-Time Quality of Service AssuranceIEEE Transactions on Network and Service ManagementUPCDecember 2023
Performance evaluation of Private and Public Blockchains for multi-cloud service federationInternational Conference on Distributed Computing and Networking (ICDCN24)UC3MNovember 2023
Towards extreme network KPIs with programmability in 6GMobiHoc23ERI-HU, ELTE, NUBIS, UVAOctober 2023
In-Network Quality Control of IP Camera StreamsInt. Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Computing (MobiHoc23)ELTE, ERI-HUOctober 2023
Integration of Network Slice Controller for Enhanced Intent-Based Networking in 5G/6G NetworksInternational Conference On Mobile Computing and Networking (MobiCom23)TIDOctober 2023
Federated Learning Gamed for Reconfigurable Intelligent Surfaces via Causal RepresentationsIEEE Global Communications Conference (Globecom23)UOUSeptember 2023
SLA Decomposition for Network Slicing: A Deep Neural Network ApproachIEEE Networking LettersUvAAugust 2023
Dynamic Traffic Prediction Model Retraining for Autonomous Network OperationInternational Conference on Transparent Optical Networks (ICTON23)UPCJuly 2023
DIN: A Decentralized Inexact Newton Algorithm for Consensus OptimizationIEEE International Conference on Communications (ICC23)UOUJune 2023
DESIRE6G: Deep Programmability & Secure Distributed Intelligence for Real-Time E2E 6G Networks6G SNS Annual JournalUvAMay 2023
Comparison of Statistical and Machine Learning-Based Approaches for Telemetry Data Size ReductionInternational Conference on Transparent Optical Networks (ICTON23)UPCMay 2023
Securing Multi-Agent Systems for Near Real-Time Control of 6G Services European Conference on Networks and Communications (EuCNC23 & 6G SUMMIT)UPC, TSS, UC3M, TIDMay 2023
P4-assisted seamless migration of serverless applications towards the edge continuum Future Generation Computer SystemsCNITApril 2023
Pervasive Monitoring and Distributed Intelligence for 6G Near Real-Time Operation European Conference on Networks and Communications (EuCNC23 & 6G SUMMIT)UPC, CNIT, SSSA, UvAApril 2023
P4 Telemetry collectorComputer Networks CNIT, SSSA, NVIDIA March 2023
V2N Service Scaling with Deep Reinforcement LearningIEEE/IFIP Network Operations and Management Symposium UvA, UC3M February 2023
Deep Learning-Based Adaptive Compression and Anomaly Detection for Smart B5G Use Cases Operation Sensors UPCJanuary 2023