Samples

• Traffic data: EWMA vs PEWMA
• Traffic data: PEWMA variants
• Random walk data: EWMA vs PEWMA

These are charts for sample pipelines from the samples module. We'll add other samples here as we create them.

You can run the samples without having to configure anything.

Traffic data: EWMA vs PEWMA

This compares the EWMA and PEWMA algorithms for some building traffic data. See Probabilistic Reasoning for Streaming Anomaly Detection for more information on these algorithms.

Traffic data: PEWMA variants

This compares three PEWMA variants (different alpha values) for the same traffic dataset.

Random walk data: EWMA vs PEWMA

This compares EWMA and PEWMA on a random walk time series.