Before revision:  Then, we study several structural properties of the minimum cost path of the maximum queue length . Given these properties, we prove that the maximum queue length follows a sample path with linear increment.
After revision:  Then, we study several structural properties of the minimum cost path of the maximum queue length . Given these properties, we prove that the queue with the largest length follows a sample path with linear increment.