Streaming aggregation involves continuously calculating summary statistics (like counts, sums, or averages) over groups of data within unbounded data streams. This is often performed within time windows to understand trends or patterns over specific intervals. RisingWave supports powerful streaming aggregations via SQL, often materialized for low-latency access.