Send feedback
Class PredictiveMethod (1.35.0)
Stay organized with collections
Save and categorize content based on your preferences.
Version latestkeyboard_arrow_down
Indicates whether predictive autoscaling based on CPU metric is
enabled. Valid values are: * NONE (default). No predictive method
is used. The autoscaler scales the group to meet current demand
based on real-time metrics. * OPTIMIZE_AVAILABILITY. Predictive
autoscaling improves availability by monitoring daily and weekly
load patterns and scaling out ahead of anticipated demand.
Enums
Name Description
UNDEFINED_PREDICTIVE_METHODA value indicating that the enum field is not set.
NONENo predictive method is used. The autoscaler scales the group to meet current demand based on real-time metrics
OPTIMIZE_AVAILABILITYPredictive autoscaling improves availability by monitoring daily and weekly load patterns and scaling out ahead of anticipated demand.
Send feedback
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2025-08-11 UTC.
Need to tell us more?
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-11 UTC."],[],[],null,["# Class PredictiveMethod (1.35.0)\n\nVersion latestkeyboard_arrow_down\n\n- [1.35.0 (latest)](/python/docs/reference/compute/latest/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.34.0](/python/docs/reference/compute/1.34.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.33.0](/python/docs/reference/compute/1.33.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.32.0](/python/docs/reference/compute/1.32.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.31.0](/python/docs/reference/compute/1.31.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.30.0](/python/docs/reference/compute/1.30.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.29.0](/python/docs/reference/compute/1.29.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.28.0](/python/docs/reference/compute/1.28.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.27.0](/python/docs/reference/compute/1.27.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.26.0](/python/docs/reference/compute/1.26.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.25.0](/python/docs/reference/compute/1.25.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.24.0](/python/docs/reference/compute/1.24.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.23.0](/python/docs/reference/compute/1.23.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.22.0](/python/docs/reference/compute/1.22.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.21.0](/python/docs/reference/compute/1.21.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.20.1](/python/docs/reference/compute/1.20.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.19.2](/python/docs/reference/compute/1.19.2/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.18.0](/python/docs/reference/compute/1.18.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.17.0](/python/docs/reference/compute/1.17.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.16.1](/python/docs/reference/compute/1.16.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.15.0](/python/docs/reference/compute/1.15.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.14.1](/python/docs/reference/compute/1.14.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.13.0](/python/docs/reference/compute/1.13.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.12.1](/python/docs/reference/compute/1.12.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.11.0](/python/docs/reference/compute/1.11.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.10.1](/python/docs/reference/compute/1.10.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.9.0](/python/docs/reference/compute/1.9.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.8.0](/python/docs/reference/compute/1.8.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.7.0](/python/docs/reference/compute/1.7.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.6.1](/python/docs/reference/compute/1.6.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.5.2](/python/docs/reference/compute/1.5.2/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.4.0](/python/docs/reference/compute/1.4.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.3.2](/python/docs/reference/compute/1.3.2/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.2.0](/python/docs/reference/compute/1.2.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.1.0](/python/docs/reference/compute/1.1.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [1.0.0](/python/docs/reference/compute/1.0.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.9.0](/python/docs/reference/compute/0.9.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.8.0](/python/docs/reference/compute/0.8.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.7.0](/python/docs/reference/compute/0.7.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.6.0](/python/docs/reference/compute/0.6.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.5.0](/python/docs/reference/compute/0.5.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.4.2](/python/docs/reference/compute/0.4.2/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.3.0](/python/docs/reference/compute/0.3.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.2.1](/python/docs/reference/compute/0.2.1/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod)\n- [0.1.0](/python/docs/reference/compute/0.1.0/google.cloud.compute_v1.types.AutoscalingPolicyCpuUtilization.PredictiveMethod) \n\n PredictiveMethod(value)\n\nIndicates whether predictive autoscaling based on CPU metric is\nenabled. Valid values are: \\* NONE (default). No predictive method\nis used. The autoscaler scales the group to meet current demand\nbased on real-time metrics. \\* OPTIMIZE_AVAILABILITY. Predictive\nautoscaling improves availability by monitoring daily and weekly\nload patterns and scaling out ahead of anticipated demand."]]
