In a computing environment, common attributes of one or more computing resources are identified for which a predicted probability of an event associated with the one or more computing resources is to be determined. A first predicted probability of the event based on data associated with actual occurrences of the events is calculated. A second predicted probability of the event is calculated based on updated data associated with the event.