A retail company wishes to monitor customer transactions as they occur to gain immediate insights and respond to patterns promptly. Which service should they implement to process this high-velocity data and perform analytics in a timely manner?
AWS Glue
Amazon Athena
Amazon QuickSight
Amazon Kinesis
Amazon Kinesis is the appropriate service for dealing with high-velocity data streams, like customer transactions in real-time. It provides the ability to process and analyze data immediately, which is essential for real-time insights and pattern detection. Amazon Athena is used for querying data stored on Amazon S3 with SQL, which is not ideal for real-time analytics. AWS Glue is a fully managed ETL service that prepares and transforms data for analytics but is not designed for real-time processing. Amazon QuickSight focuses on business intelligence and visualization and does not specialize in data ingestion or real-time analysis.
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