How does Scala handle fault tolerance in distributed systems?

Scala uses supervision, retries, and resilient state models for fault tolerance.

Frameworks like Akka provide supervision trees where parent actors decide how to handle child failures. Systems like ZIO provide retry policies, circuit breakers, and fiber-based cancellation. Spark provides lineage graphs for recomputation of lost partitions.