Where did my packet go? Real-time prediction of losses in networks

This webpage contains additional material on the paper:

“Where did my packet go? Real-time prediction of losses in networks”

Currently under revision

The data

You can find the dataset on this link:

RTP traffic losses data

where the column “lossOrNot” is the target variable, the column “num_packet_loss” is the number of losses in that time bin and “flow_id” is a numerical ID of an RTP flow. To reproduce the experiments, one can delete the columns “flow_id”, “num_packet_loss” and “timestamp” and use “lossOrNot” as a target variable.

The code

You can find all the related code and trained models on this link:

Real-time prediction of losses in networks