TareqTayeh / AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-LearningView on GitHub
The purpose of this project is to introduce an Adaptive RO Model for QoS-aware SDNs using DRL that dynamically considers various QoS parameters to generate a dynamic action-reward strategy.
☆62Dec 25, 2020Updated 5 years ago
Alternatives and similar repositories for AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-Learning
Users that are interested in AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-Learning are comparing it to the libraries listed below
Sorting:
- ☆43Aug 31, 2021Updated 4 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆69Nov 27, 2024Updated last year
- ☆16Aug 30, 2022Updated 3 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- Software Defined Networking, Network Slicing, Traffic Classification, Flow Scheduling, Mininet, RYU.☆10Apr 24, 2022Updated 3 years ago
- create a application for SDN QoS routing, use the traditional method (shortest path or ECMP) for primary routing, when congestion happene…☆40Jul 16, 2021Updated 4 years ago
- A Deep-Reinforcement Learning Approach for Software-Defined Networking Routing Optimization☆311Oct 17, 2022Updated 3 years ago
- ☆37Mar 31, 2020Updated 5 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
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Dec 3, 2018Updated 7 years ago
- ☆59Jan 15, 2021Updated 5 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 3 years ago
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆14Nov 12, 2024Updated last year
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆82Aug 20, 2020Updated 5 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆61Aug 1, 2021Updated 4 years ago
- ☆21May 17, 2020Updated 5 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆39Mar 25, 2022Updated 3 years ago
- Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Awar…☆48Feb 16, 2022Updated 4 years ago
- This is my master's thesis project: "QoS implementation in Software Defined Network using Ryu Controller"☆30Mar 19, 2023Updated 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…☆33Feb 6, 2023Updated 3 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
- Implement the dynamic routing in SDN (Ryu)☆11Jun 8, 2015Updated 10 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Nov 9, 2023Updated 2 years ago
- ☆14Jan 22, 2024Updated 2 years ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆38Jan 12, 2021Updated 5 years ago
- Packet Routing Simulator for Multi-Agent Reinforcement Learning☆26Jul 23, 2024Updated last year
- Sway: Traffic-Aware QoS Routing in Software-Defined IoT☆16Dec 10, 2018Updated 7 years ago
- Link-state routing protocol using Dijkstra's algorithm for a Software-Defined Network in Mininet.☆28Sep 8, 2020Updated 5 years ago
- ☆16Jan 31, 2018Updated 8 years ago
- ☆56Oct 17, 2022Updated 3 years ago
- PureSDN routing application for FatTree network.☆41Sep 20, 2023Updated 2 years ago
- QR-SDN code☆18May 28, 2021Updated 4 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆156Sep 1, 2022Updated 3 years ago
- This project is about the undergraduate thesis, the main idea is about route allocation algorithm.☆11Mar 28, 2020Updated 5 years ago
- routing-implementation in SDN based on switch processing delay and remaining bandwidth☆22Feb 3, 2025Updated last year
- SDN Ryu controller with Load Balancing and dynamic routing☆21Jan 19, 2020Updated 6 years ago
- ☆11Dec 3, 2020Updated 5 years ago
- ☆12Nov 27, 2024Updated last year
- ☆17Oct 8, 2024Updated last year