A development team is building a social media analytics platform that rapidly processes and analyzes streaming data from various sources. The application must dynamically adapt to unpredictable schemas and requires immediate consistency for write operations due to the interdependent nature of the data. Considering the need for auto-scaling capabilities and high-throughput performance, which Amazon database service should the development team leverage for their data tier?
Amazon Keyspaces (for Apache Cassandra)
Amazon Aurora
Amazon Timestream
Amazon DynamoDB