ATELIER. QoE and Net.KPIs for On-Demand video transmission in Mobile Networks (emu.) part 1

This dataset contains all the raw (and processed) information for thousands of experiments that transfer a video on-demand from a core network to a UE emulated through SRSRan inside docker containers. The dataset contains both the network statistics but also the evaluation of the QoE through VMAF for each experiment. In total, 3 different videos has been used with different characteristics and different network impairments has been applied.

First part. Please download both parts of raw logs before unzipping.

The logs contain network KPI information collected during the transfer of a video-stream using FFMpeg from the core net to a UE using SRS-RAN.Each experiment contains the full logs with the full network traces, for a total of more than 4000 experiments.The transferred and received videos are excluded due to the total weight.

For a more detailed explanation on how the dataset has been generated, please refer to the associated article and GitHub repository.Title of the article: “ATELIER: Service Tailored and Limited-Trust Network Analytics Using Cooperative Learning”.