Data center cluster performance forecasting via a data center monitoring and management operation

A system comprising:

• a processor;
• a data bus coupled to the processor;
• and,
• a non-transitory, computer-readable storage medium embodying computer program code, the non-transitory, computer-readable storage medium being coupled to the data bus, the computer program code interacting with a plurality of computer operations and comprising instructions executable by the processor and configured for:
• establishing a secure communication channel over a network between a connectivity management system client of a data center asset and a connectivity management system aggregator of a connectivity management system of a data center monitoring and management console;
• receiving data center asset telemetry information from the data center asset contained within a data center, the data center asset telemetry information being received by a resource utilization forecasting system executing on the data center monitoring and management console, the data center asset elementary information being received via the secure communication channel;
• processing the data center asset telemetry information to provide a performance indicator metric, the performance indicator metric comprising a key performance indicator (KPI) metric;
• training a resource utilization forecasting machine learning model using the KPI metric of the performance indicator metric, the resource utilization forecasting machine learning model comprising a model used to forecast utilization of the data center asset, a resource associated with the data center asset, or a combination thereof;
• and,
• using the resource utilization forecasting machine learning model to provide a data center asset resource utilization forecast.

A non-transitory, computer-readable storage medium embodying computer program code, the computer program code comprising computer executable instructions configured for:

• establishing a secure communication channel over a network between a connectivity management system client of a data center asset and a connectivity management system aggregator of a connectivity management system of a data center monitoring and management console;
• receiving data center asset telemetry information from the data center asset contained within a data center, the data center asset telemetry information being received by a resource utilization forecasting system executing on the data center monitoring and management console, the data center asset elementary information being received via the secure communication channel;
• processing the data center asset telemetry information to provide a performance indicator metric, the performance indicator metric comprising a key performance indicator (KPI) metric;
• training a resource utilization forecasting machine learning model using the KPI metric of the performance indicator metric, the resource utilization forecasting machine learning model comprising a model used to forecast utilization of the data center asset, a resource associated with the data center asset, or a combination thereof;
• and,
• using the resource utilization forecasting machine learning model to provide a data center asset resource utilization forecast.