Embodiments for implementing change control management in computing center environments by a processor. A determination is made of a present status of a monitored component of a computing device in the computer center environment. A recording, using at least one sensor device, of a change of the present status of the monitored component, including a time stamp and information identifying an owner of the change is made. An analysis of a trend of status of the monitored component over time is made to generate an accurate prediction of future activity towards the monitored component.