If we connect Affiliate with Marketplace

If we connect Affiliate to our Marketplace network, does every owners of a boutique will be able to set up his own affliate program ? and will it be possible for me (the owner of the whole merketplace) to set a a % on every sales made in the stores network? We have install Prosite + Marketplace now and we want to add Affiliate.
TY