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Amazon RDS

Amazon S3

Amazon Redshift

Amazon DynamoDB

Amazon S3 Standard

Amazon S3 Intelligent-Tiering

Amazon S3 Glacier Deep Archive

Amazon S3 One Zone-Infrequent Access (S3 One Zone-IA)

Route API requests through a Network Load Balancer (NLB) to AWS Lambda functions. Configure auto-scaling for Lambda based on NLB traffic, utilizing provisioned concurrency to minimize cold starts.

Use an Application Load Balancer (ALB) to direct requests to Amazon ECS services. Auto-scale ECS instances based on ALB request metrics, ensuring sufficient capacity during traffic spikes.

Send API requests to an Amazon SQS queue. Trigger AWS Lambda functions from the queue, with auto-scaling adjusting memory allocation based on queue backlog.

Direct API requests to an Amazon SQS queue. Deploy the models as Amazon ECS services that process messages from the queue. Auto-scale ECS tasks and cluster capacity dynamically using SQS queue metrics.

Create a new IAM role. Configure a new backup plan with the new IAM role. Update the KMS key policy to grant the new role access. Schedule backups every 60 minutes using a cron expression.

Create a new backup plan. Update the KMS key policy to allow the AWSServiceRoleForBackup IAM role to use the key. Configure a custom cron expression to back up the file system every 90 minutes.

Use the existing backup plan. Update the KMS key policy to allow the AWSServiceRoleForBackup IAM role. Enable continuous backups for point-in-time recovery on the EFS file system.

Use the existing backup plan. Update the KMS key policy to allow Cross-Region Replication. Enable backups in a secondary AWS Region every 60 minutes.

Create an Amazon EventBridge rule that triggers daily. Configure it to invoke a single AWS Lambda function that starts or stops instances based on the tag, day, and time.

Create an Amazon EventBridge rule that triggers every weekday evening to invoke an AWS Lambda function stopping instances based on the tag. Create a second rule triggering every weekday morning to invoke another Lambda function starting instances based on the tag.

Create an Amazon EventBridge rule that triggers every weekday evening to invoke a Lambda function terminating instances based on the tag. Create a second rule triggering every weekday morning to invoke another Lambda function restoring instances from backups based on the tag.

Create an Amazon EventBridge rule that triggers hourly. Configure it to invoke a single Lambda function that terminates or restores instances from backups based on the tag, day, and time.

Add a CloudFormation DeletionPolicy attribute with the Retain value to the S3 bucket resource.

Update the CloudFormation stack policy to prevent updates to the S3 bucket.

Enable versioning on the S3 bucket to preserve object history.

Create a CloudFormation stack set for managing the S3 bucket across environments.

Modify the S3 bucket policy to restrict delete actions via IAM policies.

All at once

Rolling with additional batch

Blue/green

Immutable