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A bicycle sharing company seeks a multi-tier architecture solution to track bicycle locations during peak hours, integrating with an existing analytics platform and making data accessible via REST API.
A bicycle sharing company seeks a multi-tier architecture solution to track bicycle locations during peak hours, integrating with an existing analytics platform and making data accessible via REST API.
Explanation:
The correct answer is D. Using Amazon API Gateway with Amazon Kinesis Data Analytics is the best solution for storing and retrieving location data. Amazon Kinesis Data Analytics can process real-time streaming data efficiently, making it ideal for tracking bicycle locations during peak hours. Amazon API Gateway will help in making this data accessible via a REST API, meeting the company's requirements for integration with its existing analytics platform. Other options like Athena with S3, API Gateway with Lambda, and QuickSight with Redshift are not as well-suited for real-time data processing and accessibility via a REST API.