Really depends on the use case. Working in healthcare, vital signs can be modeled as time series points, but are lower frequency than, say, metrics from servers. However we want to store every point so a spike is not missed. One could argue an unsustained spike is noise, but in the healthcare domain there may be a correlation with some external event (the purpose is surprised and their heart rate spikes).