Intent-driven power management

A method for implementing intent-driven power management, comprising:

• collecting real-time telemetry of a processor on a compute node;
• receiving, from an external orchestrator system, a power intent for execution of an application on the compute node, wherein the power intent is described as a declarative statement included in a service level agreement (SLA);
• configuring a power level of the processor of the compute node based on the power intent, the processor to execute the application;
• setting an initial execution priority of the application on the compute node based on the power intent;
• modifying the initial execution priority based on the power intent and the real-time telemetry of the compute node;
• receiving processor utilization metrics from the compute node;
• receiving processor power metrics from the compute node;
• receiving instructions per cycle metrics from the compute node;
• receiving a delta for a service level agreement for each node that the application is executing on, the delta for the service level agreement produced based on a comparison between an end-to-end service level agreement telemetry and an intent-based service level agreement;
• receiving a delta for power consumption for each node that the application is executing on, the delta for power consumption produced based on a comparison between the power intent and processor power metrics;
• and
• configuring the power level of the processor based on the delta for a service level agreement and the delta for power consumption, by implementing a trained power model that determines an amount of corrective movement to align the end-to-end service level agreement telemetry with the intent-based service level agreement.

At least one non-transitory machine-readable medium including instructions for implementing intent-driven power management, which when executed by a machine, cause the machine to perform operations comprising:

• collecting real-time telemetry of a processor on a compute node;
• receiving, from an external orchestrator system, a power intent for execution of an application on the compute node, wherein the power intent is described as a declarative statement included in a service level agreement (SLA);
• configuring a power level of the processor of the compute node based on the power intent, the processor to execute the application;
• setting an initial execution priority of the application on the compute node based on the power intent;
• modifying the initial execution priority based on the power intent and the real-time telemetry of the compute node;
• receiving processor utilization metrics from the compute node;
• receiving processor power metrics from the compute node;
• receiving instructions per cycle metrics from the compute node;
• receiving a delta for a service level agreement for each node that the application is executing on, the delta for the service level agreement produced based on a comparison between an end-to-end service level agreement telemetry and an intent-based service level agreement;
• receiving a delta for power consumption for each node that the application is executing on, the delta for power consumption produced based on a comparison between the power intent and processor power metrics;
• and
• configuring the power level of the processor based on the delta for a service level agreement and the delta for power consumption, wherein to configure the power level of the processor, by implementing a trained power model that determines an amount of corrective movement to align the end-to-end service level agreement telemetry with the intent-based service level agreement.