A company has a mobile app that has millions of users. The company wants to enhance the mobile app by
including interactive data visualizations that show user trends.
The data for visualization is stored in a large data lake with 50 million rows. Data that is used in the
visualization should be no more than two hours old.
Which solution will meet these requirements with the LEAST operational overhead?
A manufacturing company is storing data from its operational systems in Amazon S3. The company's business
analysts need to perform one-time queries of the data in Amazon S3 with Amazon Athena. The company
needs to access the Athena service from the on-premises network by using a JDBC connection. The company
has created a VPC. Security policies mandate that requests to AWS services cannot traverse the internet.
Which combination of steps should a data analytics specialist take to meet these requirements? (Select TWO.)
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