Pinner Experience, Pinterest, Engineering, Performance.
two weeks of data is used as a comparison baseline. Spikes and dips from normal daily and weekly patterns will not trigger alerts, as the delta between the current value and the previous weeks doesn’t change. An alert only triggers when a regression spikes beyond the max value from the previous two