CN-UPB / ml-traffic-prediction
LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)
☆37Updated 4 years ago
Alternatives and similar repositories for ml-traffic-prediction:
Users that are interested in ml-traffic-prediction are comparing it to the libraries listed below
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆37Updated 4 years ago
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆16Updated 5 years ago
- 网络流量预测☆19Updated last year
- Real-Time Network Traffic Volume Prediction using time series and recurrent neural network☆46Updated 4 years ago
- Using deep learning methods to predict network traffic(such as Lte..)☆11Updated 3 years ago
- ☆18Updated 3 years ago
- Source code and data for our JSAC paper☆23Updated 4 years ago
- ☆11Updated 3 years ago
- SDN traffic matrix prediction with LSTM☆12Updated 3 years ago
- This is the project for Internet-related studies.☆24Updated 3 years ago
- Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks☆42Updated 3 years ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆11Updated 4 years ago
- this is dataset about network traffic☆21Updated 4 years ago
- CIKM21 accepted paper - Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffi…☆5Updated 3 years ago
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆19Updated 2 years ago
- A statistical decomposition of internet traffic data (in bits) over time. Using RStudio I performed a Simple Trend Model, Multiplicative …☆24Updated 7 years ago
- Source code of IEEE JSAC☆35Updated 5 years ago
- ☆11Updated last year
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆22Updated last year
- 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
- The work in paper "An AI-based Traffic Matrix Prediction Solution for Software-Defined Network" - Duc-Huy LE, Hai Anh TRAN, Sami SOUIHI, …☆38Updated 3 years ago
- This repository implements the model in MobiHoc'18: "Long-term mobile traffic forecasting using deep spatio-temporal neural networks"☆27Updated 5 years ago
- Load balancing based on reinforcement learning.☆10Updated 4 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆23Updated last year
- ☆29Updated 4 years ago
- Analysis of real cellular traffic captured on a device☆13Updated 6 years ago
- The official implementation of the paper "Topological Graph Convolutional Network-Based Urban Traffic Flow and Density Prediction"☆11Updated 3 years ago
- 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…☆56Updated 4 years ago
- ☆15Updated 2 years ago
- Prediction-Based Dual-Weight Switch Migration Scheme for SDN Load Balancing☆10Updated 3 years ago