公开(公告)号：US20200019841A1

公开(公告)日：2020-01-16

申请号：US16033460

申请日：2018-07-12

Applicant: VMware, Inc.

Inventor： Alaa Shaabana ,  Gregory Jean-Baptiste ,  Anant Agarwal ,  Rahul Chandrasekaran ,  Pawan Saxena

IPC: G06N3/04 ,  G06N3/08 ,  G06F9/50

Abstract: Systems and methods for analyzing the usage of a set of workloads in a hyper-converged infrastructure are disclosed. A neural network model is trained based upon historical usage data of the set of workloads. The neural network model can make usage predictions of future demands on the set of workloads to minimize over-allocation or under-allocation of resources to the workloads.