What is exactly-once processing in distributed systems?

Exactly-once processing ensures each event is processed only once, even in failures.

It is achieved using idempotency, transactional writes, and checkpointing. Systems like Kafka + Spark Structured Streaming use offsets and state management to avoid duplicates.