CN-UPB / ml-traffic-predictionLinks
LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)
☆38Updated 5 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
Sorting:
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆41Updated 4 years ago
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆16Updated 6 years ago
- 网络流量预测☆19Updated 2 years ago
- Real-Time Network Traffic Volume Prediction using time series and recurrent neural network☆49Updated 4 years ago
- ☆11Updated 4 years ago
- SDN traffic matrix prediction with LSTM☆13Updated 3 years ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆12Updated 4 years ago
- Source code of IEEE JSAC☆35Updated 5 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
- ☆20Updated 3 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, …☆40Updated 3 years ago
- Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks☆42Updated 4 years ago
- Federated Learning for 5G Base Station Traffic Forecasting☆61Updated 2 months ago
- Source code and data for our JSAC paper☆24Updated 4 years ago
- This is the project for Internet-related studies.☆24Updated 3 years ago
- This repository implements the model in MobiHoc'18: "Long-term mobile traffic forecasting using deep spatio-temporal neural networks"☆28Updated 6 years ago
- Using deep learning methods to predict network traffic(such as Lte..)☆11Updated 3 years ago
- [IJCAI'24 - FlagVNE] Implementation of our paper "FlagVNE: A Flexible and Generalizable Reinforcement Learning Framework for Network Reso…☆29Updated 2 months ago
- Set of algorithm dealing with the problems of VNF placement, SFC/VNF-FG placement and chaining, VNF scaling....☆36Updated 6 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
- this is dataset about network traffic☆21Updated 4 years ago
- ☆38Updated 3 years ago
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆20Updated 2 years ago
- Prediction-Based Dual-Weight Switch Migration Scheme for SDN Load Balancing☆10Updated 3 years ago
- PPO implementation of the DRL agent used in the paper "Deep Reinforcement Learning meets Graph Neural Networks: exploring a routing optim…☆120Updated 2 years ago
- [ICC'21 - DRL-SFCP] Implementation of our paper "DRL-SFCP: Adaptive Service Function Chains Placement with Deep Reinforcement Learning", …☆35Updated 2 months 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…☆59Updated 4 years ago
- The code shows how we can combine the ideas of deep reinforcement learning and graph neural networks☆25Updated last year
- Packet routing simulation on a dynamic network using Shortest Path Routing, Q-learning, and Deep Q-learning☆77Updated 4 years ago
- 基于图注意力模型（GAT）的交通网络流量预测☆14Updated 3 years ago