The 24-time major champion had high praise for both Rune and Becker, and believes their pairing will be productive.
Iga Swiatek and Coco Gauff are in the same group, as are Elena Rybakina and Aryna Sabalenka.
The former Wimbledon finalist announced the news on Instagram.
Novak Djokovic and Carlos Alcaraz will rejoin the fold at next week's Paris Masters - have a look at the draw below.
The three-time major champion will then compete at the Australian Open.
Sabalenka is on the inside track to notch her first year-end No.1 ranking.
Hall of Famer John McEnroe shares his coaching approach with juniors at his Academy.
