Classification criteria that classifies current working mode of a c loud application with variable load peaks was formed. Introduced criteria allows to differentiate three classes of cloud application states. The criteria is based on Page -Hinkley method and is improved by using a calendar of events that can cause load peak s to increase precision of forecasting of a cloud application state
