Amazon Kinesis Data Analytics for SQL
Process and analyze streaming data using standard SQL
How it works
After careful consideration, we have made the decision to discontinue Amazon Kinesis Data Analytics for SQL applications effective January 27, 2026. We recommend that you use Amazon Managed Service for Apache Flink Studio or Amazon Managed Service for Apache Flink. Amazon Managed Service for Apache Flink Studio combines ease of use with advanced analytical capabilities, enabling you to build stream processing applications in minutes. You can find code and architecture examples to help you move your Kinesis Data Analytics for SQL workloads to Amazon Managed Service for Apache Flink Studio in our documentation.
Use cases
Generate time-series analytics
Calculate metrics over time windows, and then stream values to Amazon S3 or Amazon Redshift through a Kinesis data delivery stream.
Feed real-time dashboards
Send aggregated and processed streaming data results downstream to feed real-time dashboards.
Create real-time metrics
Create custom metrics and triggers for use in real-time monitoring, notifications, and alarms.