cylin-cmlab / MPNet
CIKM21 accepted paper - Multivariate and Propagation Graph Attention Network for Spatial-Temporal Prediction with Outdoor Cellular Traffic
☆3Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for MPNet
- Source code and data for our JSAC paper☆22Updated 4 years ago
- Adaptive Hybrid Spatial-Temporal Graph Neural Network for Cellular Traffic Prediction☆18Updated last year
- ☆17Updated 3 years ago
- Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks☆38Updated 3 years ago
- Source code of IEEE JSAC☆34Updated 4 years ago
- Implementing Multi-level attention netowrk for spatio-temporal prediction☆16Updated 5 years ago
- LSTM and ARIMA for network traffic prediction (Christoph Kaiser's MA)☆37Updated 4 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
- Federated Learning for 5G Base Station Traffic Forecasting☆42Updated 8 months ago
- This is the project for Internet-related studies.☆22Updated 3 years ago
- 6 different state of art prediction models applied to mobile network traffic prediction are available.☆18Updated 2 years ago
- ☆14Updated 4 months ago
- The source code for citywide wireless traffic prediction based on deep learning (DenseNet)☆21Updated 5 years ago
- My Solution to the Assignment Task based on Telecom Italia's Big Data Challenge☆24Updated 4 years ago
- Code for ISSCC2019 paper《Traffic Matrix Prediction Based on Deep Learning for Dynamic Traffic Engineering》☆32Updated 4 years ago
- The code of flow-by-flow network traffic prediction.☆12Updated 2 years ago
- Long Short-Term Memory Recurrent Neural Network for Traffic Prediction in Cellular Networks☆10Updated 4 years ago
- 网络流量预测☆16Updated last year
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'☆63Updated 3 years ago
- this is dataset about network traffic☆20Updated 3 years ago
- Real-Time Network Traffic Volume Prediction using time series and recurrent neural network☆37Updated 4 years ago
- A statistical decomposition of internet traffic data (in bits) over time. Using RStudio I performed a Simple Trend Model, Multiplicative …☆23Updated 7 years ago
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆22Updated 2 years ago
- ASTGCN, LSTM, GCN LSTM with fused result from previous week, day, hour☆15Updated 2 years ago
- ☆49Updated 2 years ago
- ☆12Updated 3 years ago
- PyTorch implementation of "HGARN: Hierarchical Graph Attention Recurrent Network for Human Mobility Prediction".☆19Updated 2 years ago
- ☆16Updated 7 months ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago