As energy costs and energy used by server farms increase, so does the desire to implement energy-aware policies. Although under some metrics, optimal policies for single as well a...
Energy consumption imposes a significant cost for data centers; yet much of that energy is used to maintain excess service capacity during periods of predictably low load. Result...
Kai Wang, Minghong Lin, Florin Ciucu, Adam Wierman...
In this paper, we argue that the ability to accurately spot random and social relationships in dynamic networks is essential to network applications that rely on human routines, s...
Pedro O. S. Vaz de Melo, Aline Carneiro Viana, Mar...
In this paper, we develop the Receding Learning-aided Control algorithm (RLC) for solving optimization problems in general stochastic networks with potentially non-stationary syst...