On this depot, we give access to the dataset of our paper Prediction of Youtube QoE over SATCOM. If you are interesed in additional data or information, contact matthieu.petrou@viveris.fr.
We collected Quality of Experience (QoE) data of YouTube application and information from packet traffic, over emulated satellink link by OpenSAND (https://github.com/CNES/opensand).
The "training" and "test" files were used to train and test our models, respectively. Each session can be seperated by the "session" number (first column). For the QoE metrics:
- video_started: When the video has not started yet, the value of "video_started" is equal to 0, and it is equal to 1 otherwise.
- stalling: After the video has started, "stalling" is equal to 1 when there is a stalling, and equal to 0 otherwise.
- resolution: After the video has started, the resolution is equal to:
- -1: the resolution changed or stalling occured during the last second
- 0: the resolution played was 144p
- 0.2: the resolution played was 240p
- 0.4: the resolution played was 360p
- 0.6: the resolution played was 480p
- 0.8: the resolution played was 720p
- 1: the resolution played was 1080p
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
