PowerModel
OpenDC uses power models to determine the power draw based on the utilization of a host. All models in OpenDC are based on linear models interpolated between the idle and max power draw. OpenDC currently supports the following power models:
- Constant: The power draw is constant and does not depend on the utilization of the host.
- Sqrt: The power draw interpolates between idle and max using a square root function.
- Linear: The power draw interpolates between idle and max using a linear function.
- Square: The power draw interpolates between idle and max using a square function.
- CubicThe power draw interpolates between idle and max using a cubic function.
The power model is defined using the following parameters:
variable | type | Unit | required? | default | description |
---|---|---|---|---|---|
modelType | string | N/A | yes | N/A | The type of model used to determine power draw |
power | double | Mhz | no | 400 | The power draw of a host when using the constant power draw model. |
idlePower | double | Mhz | yes | N/A | The power draw of a host when idle in Watt. |
maxPower | double | Mhz | yes | N/A | The power draw of a host when using max capacity in Watt. |
Example
{
"modelType": "sqrt",
"idlePower": 32.0,
"maxPower": 180.0
}
This creates a power model that uses a square root function to determine the power draw of a host. The model uses an idle and max power of 32 W and 180 W respectively.