Class: Google::Cloud::AIPlatform::V1::Featurestore::OnlineServingConfig::Scaling

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/featurestore.rb

Overview

Online serving scaling configuration. If min_node_count and max_node_count are set to the same value, the cluster will be configured with the fixed number of node (no auto-scaling).

Instance Attribute Summary collapse

Instance Attribute Details

#cpu_utilization_target ⇒ ::Integer

Returns Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50.

Returns:

  • (::Integer) —

    Optional. The cpu utilization that the Autoscaler should be trying to achieve. This number is on a scale from 0 (no utilization) to 100 (total utilization), and is limited between 10 and 80. When a cluster's CPU utilization exceeds the target that you have set, Bigtable immediately adds nodes to the cluster. When CPU utilization is substantially lower than the target, Bigtable removes nodes. If not set or set to 0, default to 50.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore.rb', line 123

class Scaling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#max_node_count ⇒ ::Integer

Returns The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'.

Returns:

  • (::Integer) —

    The maximum number of nodes to scale up to. Must be greater than min_node_count, and less than or equal to 10 times of 'min_node_count'.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore.rb', line 123

class Scaling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#min_node_count ⇒ ::Integer

Returns Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1.

Returns:

  • (::Integer) —

    Required. The minimum number of nodes to scale down to. Must be greater than or equal to 1.



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# File 'proto_docs/google/cloud/aiplatform/v1/featurestore.rb', line 123

class Scaling
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end