Distributed Systems Deep Dive

Question

Discuss how you'd keep an ingestion pipeline reliable and consistent at scale.

What this round covers

• At-least-once vs exactly-once ingestion
• Handling high-cardinality time series
• Back-pressure and load shedding
• Consistency vs availability for dashboards

Tips

Show systems-thinking and ownership. Ground answers in real monitoring constraints.