A system, method, and computer-readable medium are disclosed for performing a data center monitoring and management operation. The data center monitoring and management operation includes: collecting historical asset data; producing a prediction model associated with the historical asset data; identifying semantic changes in telemetry of the historical asset data; receiving a data center asset data stream, the data center asset data stream comprising a plurality of data center events, at least some of the plurality of data center events having associated data center issues; identifying telemetry changes and events of interest for the plurality of data center events; and, determining a context of changes for the plurality of data center events, the determining using the prediction model associated with the historical asset data.