Abstract: A computing device includes at least one hardware processor and a machine-readable storage medium. The machine-readable storage medium stores instructions executable by the processor to: perform empirical mode decomposition of utilization data for a computing resource to generate a plurality of component functions; generate a plurality of neural networks via the plurality of component functions; generate, via the plurality of neural networks, a composite utilization forecast for the computing resource; and allocate the computing resource based on the composite utilization forecast.