Tumbling Window

A Tumbling Window is a type of fixed-size, non-overlapping, and contiguous time window used in stream processing. Imagine time being divided into consecutive, fixed-length blocks (e.g., 5-minute intervals); each event belongs to exactly one window. Tumbling windows are commonly used for periodic reports or aggregations like calculating metrics every hour or minute.