Your question is Batch and Streaming Processing Differences. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What are the key differences between Batch and Streaming processing?
Asked in the 1st Round Technical Interview stage. Discuss data architecture core principles. Explain how the two processing models differ in execution semantics, latency, data completeness, fault tolerance, cost, state management, and operational complexity. Describe when you would choose each approach, and how a hybrid architecture could combine them. Address late-arriving data, replayability, duplicate events, schema changes, monitoring, and recovery.