This convergence isn't a fixed line but rather a dynamic boundary that fluctuates with the seasons. However, it generally circles Antarctica, roughly at 60° South latitude.
So, you could say that the Southern Ocean's border is the Antarctic Convergence zone, which runs around the entire continent.