公开(公告)号：CA2900075A1

公开(公告)日：2014-08-14

申请号：CA2900075

申请日：2014-02-04

Applicant: CISCO TECH INC

Inventor： VASSEUR JEAN-PHILIPPE ,  MERMOUD GREGORY ,  DASGUPTA SUKRIT

IPC: H04L12/24 ,  H04L12/26

Abstract: In one embodiment, techniques are shown and described relating to learning machine based detection of abnormal network performance. In particular, in one embodiment, a border router receives a set of network properties x; and network performance metrics M; from a network management server (NMS), and then intercepts x; and M; transmitted from nodes in a computer network of the border router. As such, the border router may then build a regression function F based on x; and Mi, and can detect one or more anomalies in the intercepted x; and M; based on the regression function F. In another embodiment, the NMS, which instructed the border router, receives the detected anomalies from the border router.

公开(公告)号：CA2900075C

公开(公告)日：2021-02-16

申请号：CA2900075

申请日：2014-02-04

Applicant: CISCO TECH INC

Inventor： VASSEUR JEAN-PHILIPPE ,  MERMOUD GREGORY ,  DASGUPTA SUKRIT

IPC: H04L12/24 ,  H04L12/26

Abstract: In one embodiment, techniques are shown and described relating to learning machine based detection of abnormal network performance. In particular, in one embodiment, a border router receives a set of network properties x; and network performance metrics M; from a network management server (NMS), and then intercepts x; and M; transmitted from nodes in a computer network of the border router. As such, the border router may then build a regression function F based on x; and Mi, and can detect one or more anomalies in the intercepted x; and M; based on the regression function F. In another embodiment, the NMS, which instructed the border router, receives the detected anomalies from the border router.