Describe how you would design a data pipeline architecture that combines both batch and streaming processing. What are the trade-offs?

Sample answer preview

Combining batch and streaming processing allows organizations to get real-time insights while maintaining the accuracy and completeness of batch processing. This hybrid approach addresses different use cases with appropriate tools.