Hello Folks,
I am trying to model a very basic program (mostly in
Java) that takes input a pair of number :
one is Unix Timestamp and other is some integer or float value. And it outputs some "baselined range" for each time epoch.
(Effectively, create a dynamic, intelligent base lining such that when current value violates, it is identified. Unlike a static threshold which gives false spikes.)
I am unsure what
mathematical formula or modeling I should use.
Here is link to what I am trying to build like:
https://blog.newrelic.com/2016/11/16/dynamic-baseline-alerts/
New Re--c Dynamic Baseline Alerts can account for that by producing dynamic thresholds using a mixture of advanced statistics and algorithms to detect small performance anomalies in your applications and services
I pardon if its off topic, but I need some hint towards mathematical algos.