BNN-UPC / Papers
A list of our publications.
☆51Updated 5 years ago
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- This repository contains datasets for network modeling simulated with OMNet++☆79Updated 9 months ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆50Updated last year
- Demo of RouteNet in ACM SIGCOMM'19☆115Updated last year
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- ☆40Updated 2 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆22Updated last year
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆45Updated 3 years ago
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- ☆19Updated last year
- ☆47Updated 3 years ago
- Code for DRL-OR-S on TPDS 2023☆16Updated last year
- This repository is a collection of machine learning models for computer networks.☆35Updated last year
- Interpreting Deep Learning-Based Networking Systems (SIGCOMM 2020)☆85Updated last year
- Framework for fast prototyping of Graph Neural Networks☆51Updated 10 months ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆20Updated 5 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆26Updated 3 years ago
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆77Updated 11 months ago
- SDN traffic matrix prediction with LSTM☆12Updated 2 years ago
- ☆26Updated 6 months ago
- ☆12Updated last year
- ☆36Updated 3 years ago
- The work in paper "An AI-based Traffic Matrix Prediction Solution for Software-Defined Network" - Duc-Huy LE, Hai Anh TRAN, Sami SOUIHI, …☆31Updated 2 years ago
- ☆27Updated 4 years ago
- Project codes of ns3 and DRL☆12Updated 3 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆18Updated 2 years ago
- ☆20Updated 4 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆39Updated last year
- ☆86Updated last year
- TareqTayeh / AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-LearningThe purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆47Updated 3 years ago
- Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Awar…☆44Updated 2 years ago