New options to trigger Amazon SageMaker Pipeline executions
Amazon SageMaker Pipelines, the first purpose-built, continuous integration and continuous deployment (CI/CD) service for machine learning (ML), is now supported as a target for routing events in Amazon EventBridge. This enables customers to trigger the execution of the Amazon SageMaker model building pipeline based on any event in their event bus or on a schedule by selecting the pipeline as the target in Amazon EventBridge. For example, customers can set up EventBridge to trigger the execution of the SageMaker model building pipeline when a new file with the training data set is uploaded to an Amazon S3 bucket or when the SageMaker Model Monitor indicates a deviation in model quality through alarms in Amazon CloudWatch metrics. Customers can also create rules in Amazon EventBridge that trigger the pipeline execution on an automated schedule.
Amazon SageMaker Pipelines, the first purpose-built, continuous integration and continuous deployment (CI/CD) service for machine learning (ML), is now supported as a target for routing events in Amazon EventBridge. This enables customers to trigger the execution of the Amazon SageMaker model building pipeline based on any event in their event bus or on a schedule by selecting the pipeline as the target in Amazon EventBridge. For example, customers can set up EventBridge to trigger the execution of the SageMaker model building pipeline when a new file with the training data set is uploaded to an Amazon S3 bucket or when the SageMaker Model Monitor indicates a deviation in model quality through alarms in Amazon CloudWatch metrics. Customers can also create rules in Amazon EventBridge that trigger the pipeline execution on an automated schedule.
The support for Amazon SageMaker Pipelines as target in Amazon EventBridge expands the choice customers have for executing their pipelines and enables them to integrate Amazon SageMaker easily with other AWS services. This feature is now generally available in all AWS regions where Amazon SageMaker and Amazon EventBridge are available. To learn more visit the documentation page.