Network Device Workload Prediction: A Data Mining Challenge at Knowledge Pit

We describe the 7th edition of the international data mining competition held at Knowledge Pit in association with the FedCSIS conference series.The goal was to predict workloadrelated characteristics of monitored network devices.We analyze solutions uploaded by the most successful participants.We investigate prediction errors which had the greatest influence on their results.We also present our own baseline solution which turned out to be the most reliable in the final evaluation.