Budget alert Setup

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.

• Add Tags to Sagemaker Domains [To add Tag edit the existing domain, if Tag is not added while creating the domain]

• Activate tags post 24Hr of creating tags from Cost Allocation Tags https://us-east-1.console.aws.amazon.com/billing/home#/tags

• Sign in to the AWS Management Console and open the AWS Budgets console at https://console.aws.amazon.com/billing/home#/budgets

• Then go to "Create budget" and choose Customize (advanced) and choose "Cost budget - Recommended"

• Configure the budget details, such as the budget name, Period(daily / Monthly etc), Budget Amount.

• 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.

• Set up the budget alerts by defining email recipients and threshold percentages.

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