Class: Aws::SageMaker::Types::InferenceComponentSchedulingConfig

Inherits:

Struct

Object
Struct
Aws::SageMaker::Types::InferenceComponentSchedulingConfig

show all

Defined in:: gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb

Overview

The scheduling configuration that determines how inference component copies are placed across available instances when copies are added or removed.

Constant Summary collapse

SENSITIVE =

[]

Instance Attribute Summary collapse

#availability_zone_balance ⇒ Types::InferenceComponentAvailabilityZoneBalance
Configuration for balancing inference component copies across Availability Zones.
#placement_strategy ⇒ String
The strategy for placing inference component copies across available instances.

Instance Attribute Details

#availability_zone_balance ⇒ `Types::InferenceComponentAvailabilityZoneBalance`

Configuration for balancing inference component copies across Availability Zones.

Returns:

(Types::InferenceComponentAvailabilityZoneBalance)

# File 'gems/aws-sdk-sagemaker/lib/aws-sdk-sagemaker/types.rb', line 30602

class InferenceComponentSchedulingConfig < Struct.new(
  :placement_strategy,
  :availability_zone_balance)
  SENSITIVE = []
  include Aws::Structure
end

#placement_strategy ⇒ `String`

The strategy for placing inference component copies across available instances. If you also set AvailabilityZoneBalance, this strategy applies to placement within each Availability Zone.

SPREAD: Distributes copies evenly across available instances for better resilience.
BINPACK: Packs copies onto fewer instances to optimize resource utilization.