公开(公告)号：US20210279615A1

公开(公告)日：2021-09-09

申请号：US17173380

申请日：2021-02-11

Applicant: Cisco Technology, Inc.

Inventor： Hugo Latapie ,  Ozkan Kilic ,  Ramana Rao V. R. Kompella ,  Myungjin Lee ,  Simon Matthew Young

IPC: G06N5/04 ,  G06N5/02 ,  G06N3/04

Abstract: In one embodiment, a device maintains a metamodel that describes a monitored system. The metamodel comprises a plurality of layers ranging from a sub-symbolic space to a symbolic space. The device tracks updates to the metamodel over time. The device updates the metamodel based in part on sub-symbolic time series data generated by the monitored system. The device receives, from a learning agent, a request for the updates to a particular layer of the metamodel associated with a specified time period. The device provides, to the learning agent, data indicative of one or more updates to the particular layer of the metamodel associated with the specified time period.

公开(公告)号：US12008486B2

公开(公告)日：2024-06-11

申请号：US17173380

申请日：2021-02-11

Applicant: Cisco Technology, Inc.

Inventor： Hugo Latapie ,  Ozkan Kilic ,  Ramana Rao V. R. Kompella ,  Myungjin Lee ,  Simon Matthew Young

IPC: G06N5/043 ,  G06N3/042 ,  G06N3/088 ,  G06N5/02

CPC classification number: G06N5/043 ,  G06N3/042 ,  G06N5/02 ,  G06N3/088

Abstract: In one embodiment, a device maintains a metamodel that describes a monitored system. The metamodel comprises a plurality of layers ranging from a sub-symbolic space to a symbolic space. The device tracks updates to the metamodel over time. The device updates the metamodel based in part on sub-symbolic time series data generated by the monitored system. The device receives, from a learning agent, a request for the updates to a particular layer of the metamodel associated with a specified time period. The device provides, to the learning agent, data indicative of one or more updates to the particular layer of the metamodel associated with the specified time period.