Which AWS service will meet this requirement?

Explanations:

Amazon DynamoDB is a NoSQL database service designed for high availability and scalability but is not optimized for data warehousing.

Amazon RDS is a relational database service that can handle large datasets, but it is not specifically designed for petabyte-scale data warehousing.

Amazon Redshift is a fully managed data warehouse service optimized for analytics and can efficiently handle petabyte-scale data.

Amazon ElastiCache is an in-memory caching service that improves application performance but is not suitable for data warehousing.