公开(公告)号：US20190236439A1

公开(公告)日：2019-08-01

申请号：US15884922

申请日：2018-01-31

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Prajwal D ,  Gaurav Jain ,  Kumaresan Ellappan

IPC: G06N3/04 ,  G06F9/50 ,  G06N3/08

CPC classification number: G06N3/0454 ,  G06F9/5027 ,  G06N3/084

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.