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AZ-305 · Integration and analytics

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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  1. A.Define five-minute tumbling windows and a late-arrival policy
  2. B.Use suitable checkpoints and idempotent output/event handling
  3. C.Use sliding windows while claiming each event belongs to exactly one non-overlapping interval
  4. D.Promise end-to-end exactly-once effects solely because one component has strong delivery semantics
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✓ Correct answers

  • 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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