公开(公告)号：US08943367B2

公开(公告)日：2015-01-27

申请号：US13738004

申请日：2013-01-10

Applicant: NEC Laboratories America, Inc.

Inventor： Guofei Jiang ,  Min Ding ,  Yong Ge

IPC: G06F11/00 ,  G06F11/07 ,  G06F11/34 ,  G06F19/24

CPC classification number: G06F11/079 ,  G06F11/3457 ,  G06F19/24

Abstract: A method for metric ranking in invariant networks includes, given an invariant network and a set of broken invariants, two ranking processes are used to determine and rank the anomaly scores of each monitoring metrics in large-scale systems. Operators can follow the rank to investigate the root-cause in problem investigation. In a first ranking process, given a node/metric, the method determines multiple scores by integrating information from immediate neighbors to decide the anomaly score for metric ranking. In a second ranking process, given a node/metric, an iteration process is used to recursively integrate the information from immediate neighbors at each round to determine its anomaly score for metric ranking.

Abstract translation: 在不变网络中的度量排序的方法包括给定不变网络和一组破坏的不变量，使用两个排序过程来确定和排列大型系统中每个监测度量的异常分数。 运营商可以按照排名调查问题调查的根本原因。 在第一排序过程中，给定节点/度量，该方法通过集成来自直接邻居的信息来确定度量排名的异常得分来确定多个分数。 在第二个排序过程中，给定一个节点/度量，迭代过程被用来递归地整合来自每个轮次的直接邻居的信息，以确定其针对度量排名的异常得分。

公开(公告)号：US20130219223A1

公开(公告)日：2013-08-22

申请号：US13738004

申请日：2013-01-10

Applicant: NEC Laboratories America, Inc.

Inventor： Guofei Jiang ,  Min Ding ,  Yong Ge

IPC: G06F11/07

CPC classification number: G06F11/079 ,  G06F11/3457 ,  G06F19/24

Abstract: A method for metric ranking in invariant networks includes, given an invariant network and a set of broken invariants, two ranking processes are used to determine and rank the anomaly scores of each monitoring metrics in large-scale systems. Operators can follow the rank to investigate the root-cause in problem investigation. In a first ranking process, given a node/metric, the method determines multiple scores by integrating information from immediate neighbors to decide the anomaly score for metric ranking. In a second ranking process, given a node/metric, an iteration process is used to recursively integrate the information from immediate neighbors at each round to determine its anomaly score for metric ranking.

Abstract translation: 在不变网络中的度量排序的方法包括给定不变网络和一组破坏的不变量，使用两个排序过程来确定和排列大型系统中每个监测度量的异常分数。 运营商可以按照排名调查问题调查的根本原因。 在第一排序过程中，给定节点/度量，该方法通过集成来自直接邻居的信息来确定度量排名的异常得分来确定多个分数。 在第二个排序过程中，给定一个节点/度量，迭代过程被用来递归地整合来自每个轮次的直接邻居的信息，以确定其针对度量排名的异常得分。