ippossebon / look-ahead-rl-traffic-routing
Look-Ahead Reinforcement Learning: network traffic engineering with preventive load balancing
☆14Updated 5 years ago
Alternatives and similar repositories for look-ahead-rl-traffic-routing:
Users that are interested in look-ahead-rl-traffic-routing are comparing it to the libraries listed below
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆13Updated 2 years ago
- Load balancing based on reinforcement learning.☆10Updated 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…☆11Updated 3 months ago
- Code for experimenting with load-balancing intradomain traffic engineering using GNNs and RL. Project as part of masters degree at the Un…☆34Updated 4 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆56Updated 3 years ago
- ☆29Updated 5 years ago
- Project codes of ns3 and DRL☆13Updated 4 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆26Updated 3 years ago
- Code used in the paper "ENERO: Efficient real-time WAN routing optimization with Deep Reinforcement Learning". In this paper, the DRL age…☆28Updated 2 years ago
- ☆38Updated 3 years ago
- ☆11Updated 6 months ago
- sdn routing based on reinforcement learning☆25Updated 9 years ago
- Reinforcement Learning Algorithm for Packet Routing☆11Updated 4 years ago
- a-deep-rl-approach-for-sdn-routing-optimization: with actor-critic algorithms☆22Updated 6 years ago
- ☆11Updated 5 months ago
- Multi agent DQN-based strategy for an Segment Routing network, able to react to link overload.☆11Updated last year
- ☆52Updated 4 years ago
- Code for DRL-OR-S on TPDS 2023☆22Updated last year
- ☆17Updated 6 months ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆59Updated 5 months ago
- SDN traffic matrix prediction with LSTM☆12Updated 3 years ago
- ☆20Updated 4 years ago
- ☆13Updated last year
- A Deep Reinforcement Learning Approach For Software-Defined Networking Routing Optimisation☆10Updated 5 months ago
- Multi objective optimization-based routing algorithm for SDN networks☆19Updated 4 years ago
- ☆28Updated last year
- 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…☆57Updated 4 years ago
- ns3-gym for multi-agent☆37Updated 5 months ago
- A dataset of network topology, including the nodes/edges features and traffic matrices.☆17Updated last year
- knowledgedefinednetworking / Unveiling-the-potential-of-GNN-for-network-modeling-and-optimization-in-SDN☆55Updated 2 years ago