公开(公告)号：US20240281683A1

公开(公告)日：2024-08-22

申请号：US18651011

申请日：2024-04-30

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.