公开(公告)号：US20210240626A1

公开(公告)日：2021-08-05

申请号：US16777579

申请日：2020-01-30

Applicant: Hewlett Packard Enterprise Development LP

Inventor： SUBHAJIT DASGUPTA ,  Charles E. Fowler ,  Michelle Frolik ,  Charles Greenidge ,  Jerry Harrow ,  Sandesh V. Madhyastha ,  Clifford A. McCarthy ,  Abhay Padlia ,  Rajeev Pandey ,  Jonathan M. Sauer ,  Geoffery Schunicht ,  Latha Srinivasan ,  Gary L. Thunquest

IPC: G06F12/0837 ,  G06F9/50 ,  G06F12/0804 ,  G06N20/00

Abstract: A system to facilitate infrastructure management is described. The system includes one or more processors and a non-transitory machine-readable medium storing instructions that, when executed, cause the one or more processors to detect a first data update received at a data cache associated with a first of a plurality of data sources, generate a time of arrival value associated with a time at which the update was received at the data cache, adjust one or more parameters in a machine learning model based on the time of arrival value and generate a predicted time of arrival value based on the one or more parameters, wherein the predicted time of arrival value corresponds to a predicted arrival time of a second data update to the data cache for the first data source