公开(公告)号：US11315044B2

公开(公告)日：2022-04-26

申请号：US16270614

申请日：2019-02-08

Applicant: VMWARE, INC.

Inventor： Prashant Ambardekar ,  Darshika Khandelwal ,  Rushikesh Wagh ,  Paryushan Sarsamkar ,  Nikhil Bokare

IPC: G06N20/10 ,  G06F21/60 ,  G06F9/50 ,  H04L12/801 ,  H04L29/06 ,  G06N5/00 ,  G06N20/00 ,  H04L47/127

Abstract: The disclosure provides an approach for collecting system state data relating to whether certain system states overload a processor assigned to a controller of the system. The approach further involves using the collected data to train a regression machine learning algorithm to predict whether indented or desired system states will result in processor overload. Depending on the prediction, the approach takes one of several steps to efficiently change system state.