I have a cluster hadoop (1 master 1 slave) and I divided the resources into 2 queue: a and b then i use Acls to grant permissions to user1 can submit queue a, user2 can use queue b. I try run [user2@master ~]$spark-shell --master yarn cluster --queue a then it worked.