Data in S3 must be queried with SQL, streaming data must be ingested, and a data catalog must be maintained.
Match each requirement to the AWS service whose primary role fits it.
Which THREE mappings are appropriate?
Athena provides serverless SQL queries for S3 data, Kinesis handles streaming ingestion, and Glue provides catalog and ETL capabilities.
Detailed explanation
Route 53 provides DNS functions and is not a model-training service.
Route 53 provides DNS functions and is not a model-training service.
Athena queries data in S3 with SQL without requiring a managed database server.
Athena queries data in S3 with SQL without requiring a managed database server.
Kinesis services collect and process data as it arrives in streams.
Kinesis services collect and process data as it arrives in streams.
Glue provides a data catalog and managed extraction, transformation, and loading capabilities.
Glue provides a data catalog and managed extraction, transformation, and loading capabilities.
Check official documentation
Compare the following points with the official documentation.
Amazon Athena、Amazon Kinesis、AWS Glueの公式概要を確認する。
What to confirm
分析要件からAthena・Kinesis・Glueを使い分けられる。
Key points
- Amazon Athena
- Amazon Kinesis
- AWS Glue
Notes
- Environment: AWS公式分析サービスの確認
- AI/ML and analytics service features can change; confirm current behavior in official AWS documentation.
Foundation review
Input and output direction
Separate image analysis, speech-to-text, and text-to-speech by the direction and type of transformation.
Pipeline stage
A query, model inference, dashboard, and data-ingestion service solve different stages of an analytics workflow.