BNN-UPC / ignnition
Framework for fast prototyping of Graph Neural Networks
☆53Updated last year
Alternatives and similar repositories for ignnition:
Users that are interested in ignnition are comparing it to the libraries listed below
- ☆42Updated 2 years ago
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆82Updated 2 weeks ago
- This repository contains datasets for network modeling simulated with OMNet++☆86Updated last year
- ☆27Updated 11 months ago
- This repository is a collection of machine learning models for computer networks.☆37Updated 2 years ago
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆53Updated 2 years ago
- ☆29Updated last year
- Demo of RouteNet in ACM SIGCOMM'19☆118Updated last year
- A list of our publications.☆52Updated 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…☆32Updated 4 years ago
- This repository is a collection of machine learning models for computer networks.☆26Updated last year
- ☆104Updated 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…☆27Updated 2 years ago
- Implementation of RouteNet, an effective way for Network Modeling and Optimization in SDN☆14Updated 11 months ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆93Updated 2 years ago
- BNNetSimulator is a packet-level network simulator to generate datasets for research and analysis.☆13Updated last year
- ☆26Updated last year
- This is the repository for the collection of Graph-based Deep Learning for Communication Networks.☆454Updated 2 weeks ago
- Accompanying code for the 2019 CNSM paper "Predicting VNF Deployment Decisions under Dynamically Changing Network Conditions".☆12Updated 5 years ago
- ☆216Updated last year
- Link Scheduling using Graph Neural Networks, IEEE TWC☆31Updated 11 months ago
- ☆15Updated 4 months ago
- ns3-gym for multi-agent☆33Updated 3 months ago
- Network slicing gym environment and a model-based RL agent with kernels☆45Updated 3 months 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
- This is the repository for tracking the deadline and acceptance rate of top conferences for computer networks and communications.☆52Updated 2 months ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆32Updated 6 years ago
- Code for DRL-OR-S on TPDS 2023☆21Updated last year
- ☆29Updated 4 years ago
- Scripts for the "ITU-ML5G-PS-006: ML5G-PHY-Reinforcement learning: scheduling and resource allocation"☆29Updated 3 years ago