Service to markup data series regarding outliers and mean-shifts

It is early in the project. The objective is to find mean-shifts in our performance data, with a focus on significantly reducing false positives. This will be achieved by accepting large confidence intervals, or demanding numerous samples.

Make a service we can start using now in our other projects. This service will also help evaluate potential unit tests to add to the suite.

Implement existing change detection procedures. Add some historical data that should be detected.

Iterate

Integrate with alert databases.