A device comprises processing circuitry configured to configure an edge device to collect telemetry flow data output by a plurality of network devices and to generate processed telemetry flow data based on the collected telemetry flow data. The processing circuitry is further configured to receive the processed telemetry flow data from the edge device and store an indication of the processed telemetry flow data.