Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the University of Cambridge.
☆38Jan 12, 2021Updated 5 years ago
Alternatives and similar repositories for gnn-routing
Users that are interested in gnn-routing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Load balancing based on reinforcement learning.☆11Oct 11, 2020Updated 5 years ago
- ☆13Nov 27, 2024Updated last year
- ☆14Jan 22, 2024Updated 2 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆40Mar 25, 2022Updated 4 years ago
- ☆15Jun 12, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆33Feb 6, 2023Updated 3 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆17Aug 6, 2019Updated 6 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 3 years ago
- This repository describes the demonstration of encrypted network traffic classification in SDN environment. A testbed is created using Mi…☆24Nov 17, 2022Updated 3 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆16Dec 9, 2023Updated 2 years ago
- Code for DRL-OR-S on TPDS 2023☆24Sep 4, 2023Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆83Aug 20, 2020Updated 5 years ago
- ☆43Aug 31, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆70Nov 27, 2024Updated last year
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆21Aug 15, 2023Updated 2 years ago
- The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS para…☆62Dec 25, 2020Updated 5 years ago
- ☆19Jun 16, 2021Updated 4 years ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆314Oct 17, 2022Updated 3 years ago
- Multi-path load balancing is a method used by most of the real-time network to split the packets into different paths rather than transfe…☆23Dec 2, 2023Updated 2 years ago
- The Incremental Deployment Method of Segment Routing over an IPv6 (SRv6) Network Based on Graph Neural Network (GNN) and Multi-Agent Rein…☆16Jan 24, 2025Updated last year
- A mobile robot network routing protocol based on multi-agent reinforcement learning.☆15Jun 28, 2021Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- A reinforcement deep learning approach for route planning.☆14Nov 6, 2020Updated 5 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- QR-SDN code☆18May 28, 2021Updated 4 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆62Aug 1, 2021Updated 4 years ago
- ☆56Oct 17, 2022Updated 3 years ago
- This project is about the undergraduate thesis, the main idea is about route allocation algorithm.☆11Mar 28, 2020Updated 6 years ago
- Load balancing in SDN by q-learning☆12Jul 14, 2021Updated 4 years ago
- Project codes of ns3 and DRL☆16Oct 8, 2020Updated 5 years ago
- Additional materials to the paper "Large-Scale Periodic Scheduling in Time-Sensitive Networks"☆13May 5, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆48Oct 22, 2020Updated 5 years ago
- Exploration of Deep Reinforcement Learning algorithms and their applications in network packet routing☆19May 27, 2019Updated 6 years ago
- Networking IDS , network traffic classification with ML. Final Project for ECE-417.☆14Jan 21, 2020Updated 6 years ago
- ☆59Jan 15, 2021Updated 5 years ago
- This Project consists of files which contribute to solving multiple-constraints QoS routing problem The Algorithms are as follows : G…☆35Sep 19, 2021Updated 4 years ago
- ☆24Dec 15, 2025Updated 4 months ago
- TMgen is a tool for generating spatial, temporal, and spatio-temporal traffic matrices.☆27Jun 18, 2025Updated 10 months ago