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To set up budget alerts for each domain in AWS SageMaker, you'll need to use AWS Budgets. Follow these steps:
- Sign in to the AWS Management Console and open the AWS Budgets console at https://console.aws.amazon.com/billing/home#/budgets
- Click "Create budget" and choose "Cost budget."
- Configure the budget details, such as the budget name, budgeted amount, and alert thresholds.
- Under "Filters," use the "Tag" filter to specify the SageMaker domain tags. Ensure that each SageMaker domain has a unique tag assigned to it.
- Set up the budget alerts by defining email recipients and threshold percentages.
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Add Tags to Sagemaker Domains [To add Tag edit the existing domain, if Tag is not added while creating the domain]
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Activate tags post 24Hr of creating tags from Cost Allocation Tags https://us-east-1.console.aws.amazon.com/billing/home#/tags
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Sign in to the AWS Management Console and open the AWS Budgets console at https://console.aws.amazon.com/billing/home#/budgets
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Then go to "Create budget" and choose Customize (advanced) and choose "Cost budget - Recommended"
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Configure the budget details, such as the budget name, Period(daily / Monthly etc), Budget Amount.
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In Budget scope select "Filter specific AWS cost dimensions" click "Add Filters," and in dimension select "Tag". Chose the Sagemaker domain Tag and relevant value/values which was created earlier.
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Set up the budget alerts by defining email recipients and threshold percentages.
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