Kafka & Streaming Deep Dive

Question

Discuss streaming fundamentals.

What this round covers

• Kafka partitions, consumer groups, offsets
• Exactly-once vs at-least-once
• Handling consumer lag and rebalances
• Backfill/reprocessing

Tips

Tie answers to a real ingestion pipeline: ordering, durability, and lag.