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Anomaly detection in a network based on a key performance indicator prediction model

專利號(hào)
US11616707B2
公開日期
2023-03-28
申請(qǐng)人
VIAVI Solutions Inc.（US AZ Chandler）
發(fā)明人
Dave Padfield; Yannis Petalas; Oliver Parry-Evans
IPC分類
H04L43/0823; H04L43/04; H04L43/16
技術(shù)領(lǐng)域
kpi,prediction,network,anomaly,platform,or,monitoring,value,may,threshold
地域： CA CA San Jose

摘要

A network monitoring platform may obtain a measurement of a particular value of a key performance indicator (KPI) and one or more parameters of the particular value of the KPI. The network monitoring platform may determine a prediction of the particular value of the KPI. The network monitoring platform may determine an amount of error in the prediction of the particular value of the KPI, wherein the amount of error in the prediction of the particular value of the KPI is based on a difference between the prediction of the particular value of the KPI and the measurement of the particular value of the KPI. The network monitoring platform may perform, based on the amount of error in the prediction of the particular value of the KPI, one or more actions.

說明書

As further shown in FIG. 2, computing resource 245 may include a group of cloud resources, such as one or more applications (“APPs”) 245-1, one or more virtual machines (“VMs”) 245-2, virtualized storage (“VSs”) 245-3, one or more hypervisors (“HYPs”) 245-4, or the like.

Application 245-1 includes one or more software applications that may be provided to or accessed by site 1 endpoint 210 and/or site 2 endpoint 220. Application 245-1 may eliminate a need to install and execute the software applications on site 1 endpoint 210. For example, application 245-1 may include software associated with network monitoring platform 240 and/or any other software capable of being provided via cloud computing environment 250. In some implementations, one application 245-1 may send/receive information to/from one or more other applications 245-1, via virtual machine 245-2.

權(quán)利要求

1
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