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Pere Barlet-Ros

Barcelona Neural Networking Center, Universitat Politècnica de Catalunya, Spain

Towards a graph-based foundation model for network traffic analysis

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Sep 12, 2024
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PPT-GNN: A Practical Pre-Trained Spatio-Temporal Graph Neural Network for Network Security

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Jun 19, 2024
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Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning

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Jan 31, 2024
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Detecting Contextual Network Anomalies with Graph Neural Networks

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Dec 11, 2023
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Building a Graph-based Deep Learning network model from captured traffic traces

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Oct 18, 2023
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Topological Graph Signal Compression

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Aug 21, 2023
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GraphCC: A Practical Graph Learning-based Approach to Congestion Control in Datacenters

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Aug 09, 2023
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MAGNNETO: A Graph Neural Network-based Multi-Agent system for Traffic Engineering

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Mar 31, 2023
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Proximal Policy Optimization with Graph Neural Networks for Optimal Power Flow

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Dec 23, 2022
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RouteNet-Fermi: Network Modeling with Graph Neural Networks

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Dec 22, 2022
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