knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDNLinks
☆55Updated 2 years ago
Alternatives and similar repositories for Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN
Users that are interested in Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN are comparing it to the libraries listed below
Sorting:
- Demo of RouteNet in ACM SIGCOMM'19☆122Updated 2 years ago
- This repository contains datasets for network modeling simulated with OMNet++☆99Updated last year
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆36Updated 4 years ago
- ☆31Updated last year
- ☆32Updated 5 years ago
- A list of our publications.☆54Updated 5 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆59Updated 4 years ago
- This repository is a collection of machine learning models for computer networks.☆38Updated 2 years ago
- RouteNet baseline for the Graph Neural Networking Challenge (https://bnn.upc.edu/challenge/)☆82Updated 6 months ago
- ☆57Updated 4 years ago
- Load balancing based on reinforcement learning.☆11Updated 4 years ago
- ☆24Updated 3 years ago
- ☆44Updated 3 years ago
- Framework for fast prototyping of Graph Neural Networks☆56Updated last year
- ☆21Updated 5 years ago
- ☆38Updated 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, …☆40Updated 3 years ago
- sdn routing based on reinforcement learning☆25Updated 10 years ago
- ☆93Updated 2 years ago
- ☆11Updated 8 months ago
- This is a paper list about Resource Allocation in Network Functions Virtualization (NFV) and Software-Defined Networking (SDN).☆137Updated 2 months ago
- ☆15Updated 2 years ago
- ☆18Updated 10 months ago
- Code for DRL-OR-S on TPDS 2023☆23Updated last year
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆43Updated 4 years ago
- 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…☆59Updated 4 years ago
- Project codes of ns3 and DRL☆15Updated 4 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆29Updated 2 years ago
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆13Updated 2 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆28Updated 3 years ago