duchuyle108 / SDN-TMpredictionView external linksLinks
The work in paper "An AI-based Traffic Matrix Prediction Solution for Software-Defined Network" - Duc-Huy LE, Hai Anh TRAN, Sami SOUIHI, Abdelhamid MELLOUK
☆44Oct 21, 2021Updated 4 years ago
Alternatives and similar repositories for SDN-TMprediction
Users that are interested in SDN-TMprediction are comparing it to the libraries listed below
Sorting:
- SDN traffic matrix prediction with LSTM☆14Feb 18, 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
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆48Oct 22, 2020Updated 5 years ago
- CFR-RL: Traffic Engineering with Reinforcement Learning in SDN☆61Aug 1, 2021Updated 4 years ago
- Multi objective optimization-based routing algorithm for SDN networks☆20Aug 31, 2020Updated 5 years ago
- Using deep learning methods to predict network traffic(such as Lte..)☆13Nov 6, 2021Updated 4 years ago
- Software Defined Network traffic classification☆21May 29, 2021Updated 4 years ago
- ☆16Aug 30, 2022Updated 3 years ago
- 网络流量预测☆22Apr 15, 2023Updated 2 years ago
- LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)☆40Apr 1, 2020Updated 5 years ago
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆24Oct 3, 2022Updated 3 years ago
- ☆43Aug 31, 2021Updated 4 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
- This is the project for Internet-related studies.☆24Sep 10, 2021Updated 4 years ago
- ☆12Nov 27, 2024Updated last year
- A Web-Application based service which can control/assign the bandwidth of a Virtual Network based on Mininet using RYU as the SDN Control…☆12Apr 24, 2020Updated 5 years ago
- Prediction-Based Dual-Weight Switch Migration Scheme for SDN Load Balancing☆10Nov 23, 2021Updated 4 years ago
- Reinforcement Learning (RL)-based routing algorithm for SDN networks created from scratch using Python.☆29Mar 15, 2022Updated 3 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port and…☆24Nov 30, 2018Updated 7 years ago
- TMgen is a tool for generating spatial, temporal, and spatio-temporal traffic matrices.☆27Jun 18, 2025Updated 7 months ago
- Real-Time Network Traffic Volume Prediction using time series and recurrent neural network☆57Sep 6, 2020Updated 5 years ago
- DRL-M4MR: An intelligent multicast routing approach based on DQN deep reinforcement learning in SDN☆69Nov 27, 2024Updated last year
- Load balancing in SDN by q-learning☆12Jul 14, 2021Updated 4 years ago
- A prototype for an architecture that uses Machine Learning to detect abnormalities in the SDN network packet flow, built by Ryu SDN and m…☆15Jun 25, 2023Updated 2 years ago
- A mobile robot network routing protocol based on multi-agent reinforcement learning.☆13Jun 28, 2021Updated 4 years ago
- Mitigating Routing Update Overhead for Traffic Engineering by Combining Destination-based Routing with Reinforcement Learning☆15Oct 16, 2022Updated 3 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
- The code of flow-by-flow network traffic prediction.☆15Aug 14, 2022Updated 3 years ago
- ☆37Mar 31, 2020Updated 5 years ago
- Implemented a network intrusion detection system for a software defined network using Random Forest method for classification of port an…☆42Jul 20, 2018Updated 7 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
- Implementation of routing using multi-agent deep reinforcement learning☆38Mar 25, 2022Updated 3 years ago
- SDN Ryu controller with Load Balancing and dynamic routing☆21Jan 19, 2020Updated 6 years ago
- DEAL: Distributed Energy-Aware Load Balancing Routing Algorithm for LEO Satellite Network☆18Aug 31, 2021Updated 4 years ago
- Mininet Flow Generator☆19Jul 15, 2018Updated 7 years ago
- This project is an implementation of Dijkstra Algorithm utilizing Ryu Controller and mininet for routing packets in network topologies.☆25Aug 29, 2021Updated 4 years ago
- Simulation of SDN network and generating our own dataset using iperf and hping3 tools. This locally generated dataset is used to train v…☆25May 5, 2024Updated last year
- ☆56Oct 17, 2022Updated 3 years ago
- Programmed the SDN controller to monitor the traffic, predict the traffic behaviour and detect DDOS traffic in the cloud network and miti…☆62Oct 8, 2020Updated 5 years ago