Practice question 185 of 400 · hard
A streaming dashboard counts events per non-overlapping five-minute period using event time. Devices can send late or duplicate events. Which two choices are needed? Select 2 answers.
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- Define five-minute tumbling windows and a late-arrival policy
- Use suitable checkpoints and idempotent output/event handling
Tumbling windows form non-overlapping intervals; late events and replay need explicit correctness policies. Sliding windows are moving intervals. Strong component delivery does not by itself prevent all downstream duplicate business effects. Source guide: PDF page 34.
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