senior data engineer
Streaming Anomaly Alerts
Clarify · 5:00
Design a system that ingests IoT telemetry and triggers anomaly alerts.
Known Requirements
- • Ingest 200k events/sec
- • Alerts within 30 seconds
- • At least 99.9% delivery for alerts
Constraints
- • Retain data for 18 months
- • PII must be masked before storage
- • Expect traffic spikes up to 3x during incidents
Clarifying Questions
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Reveals
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