AWS Certified Solutions Architect - Associate
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How can a solutions architect automate the process of moving files from an initial S3 bucket to an analysis S3 bucket, run pattern-matching code with AWS Lambda, and integrate with Amazon SageMaker Pipelines, minimizing operational overhead?
A
Implement a Lambda function triggered by the initial S3 bucket to copy files to the analysis bucket upon creation.
B
Use EventBridge to detect new files in the initial S3 bucket, invoking a Lambda function for file copying and further processing with SageMaker Pipelines.
C
Enable S3 bucket replication for automatic file transfer, then employ S3 event notifications to activate Lambda for pattern matching and SageMaker Pipelines integration.
D
Combine S3 replication with EventBridge to automate file movement, and use EventBridge rules to trigger Lambda and SageMaker Pipelines for processing.