knowledgedefinednetworking / net2vec
This repository is a collection of machine learning models for computer networks.
☆35Updated last year
Related projects: ⓘ
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆50Updated last year
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆77Updated 11 months ago
- ☆40Updated 2 years ago
- A list of our publications.☆51Updated 5 years ago
- Demo of RouteNet in ACM SIGCOMM'19☆115Updated last year
- This repository contains datasets for network modeling simulated with OMNet++☆79Updated 9 months 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
- ☆19Updated last year
- 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
- Framework for fast prototyping of Graph Neural Networks☆51Updated 10 months ago
- ☆20Updated 2 years ago
- ☆86Updated last year
- This repository is a collection of machine learning models for computer networks.☆24Updated last year
- ☆12Updated 2 years ago
- Network slicing gym environment and a model-based RL agent with kernels☆36Updated 11 months ago
- Code for DRL-OR-S on TPDS 2023☆16Updated last year
- Link Scheduling using Graph Neural Networks, IEEE TWC☆30Updated 6 months ago
- ns3-gym for multi-agent☆26Updated 2 years 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 years ago
- ☆26Updated 6 months ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆16Updated 3 months ago
- simulation of "A novel reinforcement learning algorithm for virtual network emb e dding" paper☆17Updated 4 years ago
- Distributed deep learning cluster simulation environment and RL-GNN resource management implementations.☆11Updated last year
- ☆27Updated 4 years ago
- SDN traffic matrix prediction with LSTM☆12Updated 2 years ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆31Updated 5 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆45Updated 3 years ago
- Virtual Network Function placement optimization with Deep Reinforcement Learning☆67Updated last year
- ☆36Updated 3 years ago
- Project codes of ns3 and DRL☆12Updated 3 years ago