A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation
☆14Nov 12, 2024Updated last year
Alternatives and similar repositories for DRL_SDN
Users that are interested in DRL_SDN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- There are still some issues with this code. It is recommended to visit the latest repository : https://gitee.com/onlytonight/es, run trai…☆10Aug 30, 2022Updated 4 years ago
- Software Defined Networking, Traffic Classification, Flow Scheduling, Mininet, RYU.☆11Jan 21, 2023Updated 3 years ago
- QR-SDN code☆18May 28, 2021Updated 5 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆71Nov 27, 2024Updated last year
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆16Dec 9, 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…☆35Feb 6, 2023Updated 3 years ago
- Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing☆17Aug 6, 2019Updated 7 years ago
- The experimental code☆10Dec 15, 2024Updated last year
- ☆14Nov 27, 2024Updated last year
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 4 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆39Jan 12, 2021Updated 5 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 6 years ago
- ☆15Jan 22, 2024Updated 2 years ago
- Emulation system for routing algorithms, particularly for DQN routing☆12Aug 31, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 4 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆316Oct 17, 2022Updated 4 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆27Jul 23, 2024Updated 2 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
- ☆13Jan 19, 2024Updated 2 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆82Aug 20, 2020Updated 6 years ago
- ☆38Jun 11, 2023Updated 3 years ago
- This project is about the undergraduate thesis, the main idea is about route allocation algorithm.☆11Mar 28, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆165Sep 1, 2022Updated 4 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆41Mar 25, 2022Updated 4 years ago
- ☆16Aug 30, 2022Updated 4 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
- This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"☆31Mar 19, 2023Updated 3 years ago
- CyclicSim: Different Variants of Cyclic Shapers in TSN☆14Jul 31, 2025Updated last year
- ☆21May 17, 2020Updated 6 years ago
- create a application for SDN QoS routing, use the traditional method (shortest path or ECMP) for primary routing, when congestion happene…☆41Jul 16, 2021Updated 5 years ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆22Aug 15, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A reinforcement learning algorithm for congestion control, together with a realistic Omnet++ network simulation environment☆36Jul 20, 2023Updated 3 years ago
- Traffic Scheduling for Time Sensitive Networks☆10Sep 5, 2024Updated 2 years ago
- ☆15Jun 12, 2023Updated 3 years ago
- ☆12Oct 21, 2021Updated 5 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
- MSS: Exploiting Mapping Score for CQF Start Time Planning in Time-Sensitive Networking☆19Jun 26, 2023Updated 3 years ago
- ☆45Aug 31, 2021Updated 5 years ago