When the days get shorter and the weather gets colder, retailers have one thing on their minds: the peak-season holiday shopping rush.

Despite the shortest shopping season since 2002, Adobe Systems predicts record growth for online sales on Thanksgiving with $1.1bn and Black Friday with $1.6bn, increases of 21 and 17 percent, respectively.