公开(公告)号：US20210263718A1

公开(公告)日：2021-08-26

申请号：US17315455

申请日：2021-05-10

Applicant: VMware, Inc.

Inventor： YASH BHATNAGAR ,  DATTATHREYA SATHYAMURTHY ,  SWARNALATHA PASUPULETI ,  NAVEEN MUDNAL

IPC: G06F8/60 ,  G06F9/455 ,  G06N5/04

Abstract: Various examples are disclosed for generating a prediction of server requirements needed to deploy an application. The application can be deployed in virtualized environment in which virtual machines can execute the application. The predicted server requirements can be generated based upon data from other deployments of the application in other virtualized environments.

公开(公告)号：US20190227847A1

公开(公告)日：2019-07-25

申请号：US15876244

申请日：2018-01-22

Applicant: VMWARE, INC.

Inventor： CHANDRASHEKHAR JHA ,  DATTATHREYA SATHYAMURTHY ,  SWARNALATHA PASUPULETI ,  RITESH JHA ,  SOUMYA PANIGRAHI

IPC: G06F9/50 ,  G06N99/00

Abstract: Techniques for optimizing resource claims for containers is described. In one example, resource utilization data associated with at least one container may be obtained for a period. A set of forecasting models may be trained based on the resource utilization data associated with a portion of the period. Resource utilization of the at least one container may be predicted for a remaining portion of the period using the set of trained forecasting models. The predicted resource utilization may be compared with the obtained resource utilization data for the remaining portion of the period. A forecasting model may be determined from the set of trained forecasting models based on the comparison to optimize resource claims for the at least one container.