公开(公告)号：US20180129579A1

公开(公告)日：2018-05-10

申请号：US15784393

申请日：2017-10-16

Applicant: NEC Laboratories America, Inc.

Inventor： Biplob Debnath ,  Nipun Arora ,  Hui Zhang ,  Guofei Jiang ,  Mohiuddin Solaimani ,  Muhammad Ali Gulzar

IPC: G06F11/34 ,  G06F11/07 ,  G06F11/30 ,  G06F15/18

CPC classification number: G06F11/3476 ,  G06F11/0706 ,  G06F11/0775 ,  G06F11/0787 ,  G06F11/3065 ,  G06N20/00

Abstract: Systems and methods are disclosed for processing a stream of logged data by: creating one or more models from a set of training logs during a training phase; receiving testing data in real-time and generating anomalies using the models created during the training phase; updating the one or more models during real-time processing of a live stream of logs; and detecting a log anomaly from the live stream of logs.