TareqTayeh / AROM-DRL_Adaptive-Routing-Optimization-for-QoS-aware-SDNs-using-Deep-Reinforcement-LearningLinks
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.
☆62Updated 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:
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆69Updated last year
- ☆43Updated 4 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Updated 5 years ago
- ☆16Updated 3 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Updated 3 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 7 years ago
- This project is about the undergraduate thesis, the main idea is about route allocation algorithm.☆11Updated 5 years ago
- ☆21Updated 5 years ago
- ☆12Updated last year
- ☆37Updated 5 years ago
- Implementation of routing using multi-agent deep reinforcement learning☆38Updated 3 years ago
- ☆14Updated 2 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆61Updated 4 years ago
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆81Updated 5 years ago
- sdn routing based on reinforcement learning☆26Updated 10 years ago
- ☆16Updated 8 years ago
- Code for DRL-OR-S on TPDS 2023☆24Updated 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…☆33Updated 2 years ago
- ☆59Updated 5 years ago
- Reinforcement Learning Algorithm for Packet Routing☆12Updated 5 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, …☆44Updated 4 years ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆15Updated 2 years ago
- Software Defined Networking, Network Slicing, Traffic Classification, Flow Scheduling, Mininet, RYU.☆10Updated 3 years ago
- Load balancing based on reinforcement learning.☆11Updated 5 years ago
- routing-implementation in SDN based on switch processing delay and remaining bandwidth☆22Updated last year
- Mininet SDN based experiments on load balancing and improving server response times☆29Updated 5 years ago
- Reproduce the Simulation for Software Defined Network(SDN) based on Omnetpp-5.4.1 and Reinforcement Learning Algorithm in paper "QoS-Awar…☆48Updated 3 years ago
- create a application for SDN QoS routing, use the traditional method (shortest path or ECMP) for primary routing, when congestion happene…☆40Updated 4 years ago
- RL4NeT++: a packet-level network simulation framework for DRL-based routing algorithms☆15Updated 2 years ago
- ☆38Updated 2 years ago