BNN-UPC / GNNetworkingChallenge
RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)
☆82Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GNNetworkingChallenge
- ☆26Updated 8 months ago
- This repository contains datasets for network modeling simulated with OMNet++☆80Updated last year
- Framework for fast prototyping of Graph Neural Networks☆52Updated last year
- ☆41Updated 2 years ago
- Demo of RouteNet in ACM SIGCOMM'19☆115Updated last year
- ☆27Updated last year
- This repository is a collection of machine learning models for computer networks.☆36Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆51Updated 2 years ago
- A list of our publications.☆53Updated 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…☆31Updated 3 years ago
- This repository is a collection of machine learning models for computer networks.☆26Updated last year
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆12Updated 8 months ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆23Updated last year
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆12Updated 9 months ago
- ☆14Updated last month
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆32Updated 4 years ago
- Link Scheduling using Graph Neural Networks, IEEE TWC☆29Updated 8 months ago
- ☆88Updated last year
- ☆21Updated 2 years ago
- This is the repository for tracking the deadline and acceptance rate of top conferences for computer networks and communications.☆48Updated 2 weeks ago
- Source code and data for our JSAC paper☆22Updated 4 years ago
- Code for DRL-OR-S on TPDS 2023☆17Updated last year
- MmWave UE Energy Module for ns3☆10Updated 2 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆50Updated 3 years ago
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆423Updated 3 weeks ago
- Dataset for the paper L. Bonati, S. D'Oro, M. Polese, S. Basagni, T. Melodia, "Intelligence and Learning in O-RAN for Data-driven NextG C…☆45Updated 2 months ago
- ☆28Updated 4 years ago
- ns3-gym for multi-agent☆29Updated 3 weeks ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆11Updated last year
- 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