anomaly_detection

The anomaly detection application models an edge monitoring pipeline.

Telemetry is sampled, features are extracted, an anomaly score is computed, and alerts are raised. It is inspired by the anomaly detection workload from MLPerf Tiny.

Source:

MLPerf Tiny Inference Benchmark

Modules

application	Factory for an anomaly detection application.
mpi_services	MPI implementation for anomaly detection services.
rest_services	REST implementation for anomaly detection services.