Project 2: Cellular Throughput Prediction

UPDATE: added new operators and traces

New operator: Divide and LatestEventToState (see the updated documentation for details)

New traces: can be found in the trace folder

1. Your Task

In this project, you need to develop a predictor for cellular network throughput.

The input data can be found in training_data/ folder. Each trace is a json file consists with hundreds of records with the following fields

During the testing, you will see all the fields EXCEPT the ground truth throughput. You need to generate your own prediction.

2. Installation and dependencies

3. Running the prototype

4. Overview of the tool

5. Detailed doumentation

For the detailed documentation, please refer to documentation.pdf or documentation.pptx

5. Notes

• The testing traces will be available in a few days
• If you have any questions or want to extend the operator list, please contact Yihua Cheng ([email protected])