sunnybutwithano / SpatioTemporalNeuralTrafficEngineeringWithFABRIC

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The FABRIC setup file is used to configure resources and the topology on FABRIC.

The files setup_adaptive_video.ipynb, and traffic engineering.ipynb are used to setup the video streaming applications on servers and clients.

data_prep.ipynb is used to preprocess the generated data and plot figures.

app.ipynb and traffic engineering.ipynb are used for the model training and traffic engineering respectively.

app.ipynb loads the data, normalizes the data and trains the spatiotemporal model on the hyperparameter configuration sets.

traffic engineering.ipynb uses the predictions of the model for the weights of a shortest path algorithm.

The generated data files are uploaded here as well.

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