Stateful Stream Processing refers to computations on data streams that require maintaining and accessing state derived from previously seen events. Operations like aggregations (e.g., counting events over time), joins (correlating events from different streams), or pattern detection inherently require storing and updating state. RisingWave is designed specifically for efficient and reliable stateful stream processing.