Class AutoscalingMetricSpec (1.7.0) 

public sealed class AutoscalingMetricSpec : IMessage<AutoscalingMetricSpec>, IEquatable<AutoscalingMetricSpec>, IDeepCloneable<AutoscalingMetricSpec>, IBufferMessage, IMessage

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Inheritance

Object > AutoscalingMetricSpec

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

AutoscalingMetricSpec()

public AutoscalingMetricSpec()

AutoscalingMetricSpec(AutoscalingMetricSpec)

public AutoscalingMetricSpec(AutoscalingMetricSpec other)
Parameter
NameDescription
otherAutoscalingMetricSpec

Properties

MetricName

public string MetricName { get; set; }

Required. The resource metric name. Supported metrics:

  • For Online Prediction:
  • aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
  • aiplatform.googleapis.com/prediction/online/cpu/utilization
Property Value
TypeDescription
String

Target

public int Target { get; set; }

The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.

Property Value
TypeDescription
Int32