Incremental maintenance provides significant performance improvement.

We propose a time windowing technique for the incremental maintenance of association rules, which can focus on finding strong association rules within current data and avoid the use of outdated data.

For example, you might want to do an online incremental backup once per day, and then do an offline full backup once per week during a maintenance window.