Technologies for predicting power usage of a data center

A method for predicting power usage of a data center by a data center manager, the method comprising:

• receiving, by the data center manager, sensor data from one or more sensors from one or more sleds of the data center;
• acquiring, by the data center manager, one or more sensor data samples based on the sensor data;
• acquiring, by the data center manager, one or more parameters of a machine-learning-based algorithm;
• predicting, by the data center manager and based on the one or more sensor data samples, a future power usage of the data center with use of the one or more parameters of the machine-learning-based algorithm;
• and
• controlling, by the data center manager, at least one cooling unit of the data center based on the predicted future power usage.

One or more machine-readable media comprising a plurality of instructions stored thereon that, when executed, causes a data center manager to:

• receive sensor data from one or more sensors from one or more sleds of the data center;
• acquire one or more sensor data samples based on the sensor data;
• acquire one or more parameters of a machine-learning-based algorithm;
• predict, based on the one or more sensor data samples, a future power usage of the data center with use of the one or more parameters of the machine-learning-based algorithm;
• and
• control at least one cooling unit of the data center based on the predicted future power usage.

A data center manager for prediction of power usage of a data center, the data center manager comprising:

• circuitry for receiving sensor data from one or more sensors from one or more sleds of the data center;
• means for acquiring one or more sensor data samples based on the sensor data;
• circuitry for acquiring one or more parameters of a machine-learning-based algorithm;
• means for predicting, based on the one or more sensor data samples, a future power usage of the data center with use of the one or more parameters of the machine-learning-based algorithm;
• and
• means for controlling at least one cooling unit of the data center based on the predicted future power usage.