Your question is Batch vs Stream for Ad Data. 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 trade-offs between batch processing and stream processing for real-time advertising data?