Before revision:  We show that our resource allocation  algorithms are arbitrarily close to the optimal performance at the price of reduced convergence rate  .
After revision:  We show that our resource allocation problems through Lyapunov optimization techniques and show that our algorithms are arbitrarily close to the optimal performance at the price of reduced convergence rate .