A method includes subscribing, by an agent, to telemetry flow data from each network device of a plurality of network devices and receiving, by the agent, a plurality of streams of telemetry flow data from the plurality of the network devices. Each of the plurality of streams corresponds to a different one of the plurality of network devices. The method further includes aggregating, by the agent, data from at least one stream of the plurality of streams of the telemetry flow data received over a period of time and, at the end of the period of time and/or when the data from the at least one stream exceeds a data threshold, sending, by the agent, the aggregated telemetry flow data to a network analyzer device.