Consistency (State Management)

Consistency in stateful stream processing refers to the guarantees provided about the visibility and ordering of state updates, especially in the presence of failures and recovery. Systems like RisingWave aim for strong consistency, ensuring that operations reflect a valid state and that recovered state aligns correctly with processed inputs, often tied to achieving exactly-once semantics.