1. A method of monitoring a data center, comprising: forming a computer analysis model that predicts performance of the data center before the data center is operational; integrating the computer analysis model with a management service of the data center; receiving operational measurements of computing nodes at the management service; and deriving an operational state of the data center via the computer analysis model responsive to the operational measurements.