Anomaly Detection in Streaming Data

Anomaly Detection in Streaming Data

Anomaly detection in Domino on CPU Utilization data of EC2 Compute Instances using unsupervised algorithms in CPU Utilization streaming data. It uses the Numenta Anomaly Benchmark (NAB) — a novel benchmark for evaluating algorithms for anomaly detection in streaming, online applications with more than 50 labeled real-world and artificial time series data files plus a novel scoring mechanism designed for real-time applications.