公开(公告)号：US20230306318A1

公开(公告)日：2023-09-28

申请号：US17656263

申请日：2022-03-24

Applicant: ADOBE INC.

Inventor： Shaddy Garg ,  Shubham Agarwal ,  Sumit Bisht ,  Chahat Jain ,  Ashritha Gonuguntla ,  Nikhil Sheoran ,  Shiv Kumar Saini

IPC: G06Q10/04 ,  G06N7/00 ,  G06N20/00

CPC classification number: G06Q10/04 ,  G06N7/005 ,  G06N20/00

Abstract: A method and system for outage forecasting are described. One or more aspects of the method and system include receiving, by a machine learning model, time series data for a service metric of a computer network; generating, by the machine learning model, probability distribution information for the service metric based on the time series data, wherein the probability distribution information is generated using a machine learning model that is trained using a distribution loss and a classification loss; and generating, by a forecasting component, outage forecasting information for the computer network based on the probability distribution information.