# AWSApplicationAutoscalingSageMakerEndpointPolicy
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy"></a>

**Description**: Policy granting permissions to Application Auto Scaling to access SageMaker and CloudWatch.

`AWSApplicationAutoscalingSageMakerEndpointPolicy` is an [AWS managed policy](https://docs.aws.amazon.com/IAM/latest/UserGuide/access_policies_managed-vs-inline.html#aws-managed-policies).

## Using this policy
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy-how-to-use"></a>

This policy is attached to a service-linked role that allows the service to perform actions on your behalf. You cannot attach this policy to your users, groups, or roles.

## Policy details
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy-details"></a>
+ **Type**: Service-linked role policy 
+ **Creation time**: February 06, 2018, 19:58 UTC 
+ **Edited time:** November 13, 2023, 18:52 UTC
+ **ARN**: `arn:aws:iam::aws:policy/aws-service-role/AWSApplicationAutoscalingSageMakerEndpointPolicy`

## Policy version
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy-version"></a>

**Policy version:** v2 (default)

The policy's default version is the version that defines the permissions for the policy. When a user or role with the policy makes a request to access an AWS resource, AWS checks the default version of the policy to determine whether to allow the request. 

## JSON policy document
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy-json"></a>

```
{
  "Version" : "2012-10-17",
  "Statement" : [
    {
      "Sid" : "SageMaker",
      "Effect" : "Allow",
      "Action" : [
        "sagemaker:DescribeEndpoint",
        "sagemaker:DescribeEndpointConfig",
        "sagemaker:DescribeInferenceComponent",
        "sagemaker:UpdateEndpointWeightsAndCapacities",
        "sagemaker:UpdateInferenceComponentRuntimeConfig",
        "cloudwatch:DescribeAlarms",
        "cloudwatch:GetMetricData"
      ],
      "Resource" : [
        "*"
      ]
    },
    {
      "Sid" : "SageMakerCloudWatchUpdate",
      "Effect" : "Allow",
      "Action" : [
        "cloudwatch:PutMetricAlarm",
        "cloudwatch:DeleteAlarms"
      ],
      "Resource" : [
        "arn:aws:cloudwatch:*:*:alarm:TargetTracking*"
      ]
    }
  ]
}
```

## Learn more
<a name="AWSApplicationAutoscalingSageMakerEndpointPolicy-learn-more"></a>
+ [Understand versioning for IAM policies](https://docs.aws.amazon.com//IAM/latest/UserGuide/access_policies_managed-versioning.html)
+ [Get started with AWS managed policies and move toward least-privilege permissions](https://docs.aws.amazon.com//IAM/latest/UserGuide/best-practices.html#bp-use-aws-defined-policies)