The premise of the episode, with inmates highjacking a prison transport ship is very similar to the premise of the film Con Air (1997), where a group of convicts highjack a prison transport plane to make their escape.
Following the music themed title names for episodes, this episode is possibly named after famous Led Zeppelin song "Black Dog".