On Queue-Size Scaling for Input-Queued Switches
  We study the optimal scaling of the expected total queue size in an $n\times n$ input-queued switch, as a function of the number of ports $n$ and the load factor $\rho$, which has been conjectured to be $\Theta (n/(1-\rho))$. In a recent work, the validity of this conjecture has been established for the regime where $1-\rho = O(1/n^2)$. In this paper, we make further progress in the direction of this conjecture. We provide a new class of scheduling policies under which the expected total queue size scales as $O(n^{1.5}(1-\rho)^{-1}\log(1/(1-\rho)))$ when $1-\rho = O(1/n)$. This is an improvement over the state of the art; for example, for $\rho = 1 - 1/n$ the best known bound was $O(n^3)$, while ours is $O(n^{2.5}\log n)$. 
Devavrat Shah, John. N. Tsitsiklis, and Yuan Zhong
cs.NI math.OC