Switch to tumbling windows to eliminate overlapping window periods, ensuring data is grouped within fixed intervals.

Implement session windows, grouping data based on specific activity patterns to better manage late arrivals.

Adjust the hopping window size to allow more time for late data to be included in the grouping.

Utilize watermarks to establish expected data arrival times, enabling the inclusion of late data within the correct window.