公开(公告)号：US20230115255A1

公开(公告)日：2023-04-13

申请号：US18051620

申请日：2022-11-01

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Biswadeb Dutta ,  Raúl De Diego Merino

IPC: H04L41/0631 ,  H04L41/0677 ,  G06N3/049

Abstract: Systems and methods are provided for predicting system or network failures, such as a degradation in the services provided by a service provider system or network, a system or network outage, etc. In a discovery phase, failure scenarios that can be accurately predicted based on monitored system events are identified. In an operationalization phase, those failure scenarios can be used to design production run-time machines that can be used to predict, in real-time, a future failure scenario. An early warning signal(s) can be sent in advance of the failure scenario occurring.

公开(公告)号：US11533217B2

公开(公告)日：2022-12-20

申请号：US16945734

申请日：2020-07-31

Applicant: HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP

Inventor： Biswadeb Dutta ,  Raúl De Diego Merino

IPC: H04L41/0631 ,  H04L41/0677 ,  G06N3/04

Abstract: Systems and methods are provided for predicting system or network failures, such as a degradation in the services provided by a service provider system or network, a system or network outage, etc. In a discovery phase, failure scenarios that can be accurately predicted based on monitored system events are identified. In an operationalization phase, those failure scenarios can be used to design production run-time machines that can be used to predict, in real-time, a future failure scenario. An early warning signal(s) can be sent in advance of the failure scenario occurring.