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Which AWS service provides a scalable data warehouse solution?
A
Amazon S3
B
Amazon DynamoDB
C
Amazon Kinesis Data Streams
D
Amazon Redshift
Explanation:
Amazon Redshift is AWS's fully managed, petabyte-scale data warehouse service designed for analytical workloads. Here's why it's the correct answer:
Scalable Data Warehouse: Redshift is specifically designed as a data warehouse solution that can scale from gigabytes to petabytes of data
Columnar Storage: Uses columnar storage for better compression and query performance
Massively Parallel Processing (MPP): Distributes data and query load across multiple nodes
SQL-based Interface: Supports standard SQL queries for business intelligence and analytics
Amazon S3: Object storage service for storing files, not a data warehouse
Amazon DynamoDB: NoSQL database service for key-value and document data
Amazon Kinesis Data Streams: Real-time data streaming service for processing data in motion
Amazon Redshift is optimized for complex analytical queries and integrates well with business intelligence tools, making it the ideal choice for data warehousing needs in AWS.