Trends and Analytics

Following the recommendations of our article entitled Detecting Anomalies at a TLD Name Server Based on DNS Traffic Predictions (IEEE Transactions on Network and Service Management) we modeled DNS queries as time series, storing them on a Influx Database. Using Grafana it is easy to see the trend, anyway, in adition we implemented an Exponential Moving Average (EMA) filter to graphically see such trends: