Which streaming processing architecture provides fault tolerance and guarantees exactly-once processing semantics?

Apache Flink is a streaming processing framework that provides fault tolerance and guarantees exactly-once processing semantics. It achieves fault tolerance through its distributed snapshot mechanism, which periodically checkpoints the state of the stream processing application. Additionally, Flink's transactional processing capabilities ensure exactly-once semantics by managing state updates and output operations atomically.