5GDAD: A Deep Learning Approach for DDoS
Attack Detection in 5G P4-based UPF | IEEE International Conference on High Performance Switching and Routing (HPSR 2024) | SSSA, NVIDIA, CNIT | July 2024 |
| Augmented Reality App with AI-based Pervasive Latency Monitoring of RAN and Programmable Metro Packet-Optical Networks | ICTON 2024 | CNIT, SSSA, NVIDIA, ACC, UPC | July 2024 |
| In-network Control for Flow Steering | ICTON 2024 | UVA, SSSA, CNIT | June 2024 |
| P4 FANET In-band Telemetry (FINT) for AI-assisted wireless link failure forecasting and recovery | Computer Networks | CNIT, SSSA | June 2024 |
| DESIRE6G: Meeting extreme KPIs through Deep Programmability in 6G AI-Native Systems | European 6G Annual Journal | UVA | June 2024 |
| Near Real-Time Autonomous Multi-Flow Routing with Dynamic Optical Bypass Management | International Conference on Optical Network Design and Modelling (ONDM 2024) | UPC, SSSA, CNIT | June 2024 |
| Header Proposal for the DetNet Application Layer | ICTON 2024 | TID | May 2024 |
| Reliability in deterministic networks: Comparison of FRER (TSN) and PREOF (DetNet) | International Conference on Transparent Optical Networks (ICTON 2024) | TID | May 2024 |
| Distributed Genuine Intelligence: From Agent Integrity to Secure Inter-Agent Communications | European Conference on Networks and Communications (EuCNC24 & 6G SUMMIT) | UC3M, TSS, UPC | April 2024 |
| Distributed Multi-Agent System fed with Telemetry Data for Near-Real-Time Service Operation | Optical Fiber Communication Conference (OFC24) | UPC, SSSA, CNIT, NVIDIA | January 2024 |
| Deployment of Secure Machine Learning Pipelines for Near-Real-Time Control of 6G Network Services | Optical Fiber Communication Conference (OFC24) | UPC, UC3M, TID | January 2024 |
| Autonomous Flow Routing for Near Real-Time Quality of Service Assurance | IEEE Transactions on Network and Service Management | UPC | December 2023 |
| Radio Propagation Digital Twin Aided Multi-Point Transmission With In-Network Dynamic On-Off Switching | IEEE Access | ELTE, ERI-HU | November 2023 |
| Performance evaluation of Private and Public Blockchains for multi-cloud service federation | International Conference on Distributed Computing and Networking (ICDCN24) | UC3M | November 2023 |
| Towards extreme network KPIs with programmability in 6G | MobiHoc23 | ERI-HU, ELTE, NUBIS, UVA | October 2023 |
| In-Network Quality Control of IP Camera Streams | Int. Symposium on Theory, Algorithmic Foundations, and Protocol Design for Mobile Networks and Computing (MobiHoc23) | ELTE, ERI-HU | October 2023 |
| Integration of Network Slice Controller for Enhanced Intent-Based Networking in 5G/6G Networks | International Conference On Mobile Computing and Networking (MobiCom23) | TID | October 2023 |
| Federated Learning Gamed for Reconfigurable Intelligent Surfaces via Causal Representations | IEEE Global Communications Conference (Globecom23) | UOU | September 2023 |
| SLA Decomposition for Network Slicing: A Deep Neural Network Approach | IEEE Networking Letters | UvA | August 2023 |
| Dynamic Traffic Prediction Model Retraining for Autonomous Network Operation | International Conference on Transparent Optical Networks (ICTON23) | UPC | July 2023 |
| DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization | IEEE International Conference on Communications (ICC23) | UOU | June 2023 |
| DESIRE6G: Deep Programmability & Secure Distributed Intelligence for Real-Time E2E 6G Networks | European 6G Annual Journal (SNS) | UvA | May 2023 |
| Comparison of Statistical and Machine Learning-Based Approaches for Telemetry Data Size Reduction | International Conference on Transparent Optical Networks (ICTON23) | UPC | May 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, TID | May 2023 |
| P4-assisted seamless migration of serverless applications towards the edge continuum | Future Generation Computer Systems | CNIT | April 2023 |
| Pervasive Monitoring and Distributed Intelligence for 6G Near Real-Time Operation | European Conference on Networks and Communications (EuCNC23 & 6G SUMMIT) | UPC, CNIT, SSSA, UvA | April 2023 |
| P4 Telemetry collector | Computer Networks | CNIT, SSSA, NVIDIA | March 2023 |
| V2N Service Scaling with Deep Reinforcement Learning | IEEE/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 | UPC | January 2023 |
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