公开(公告)号：US20230117633A1

公开(公告)日：2023-04-20

申请号：US17984421

申请日：2022-11-10

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Chengzhi ZHANG ,  Min ZHOU ,  Hanling YI ,  Kalander MARCUS ,  Kechen ZHUANG

IPC: H04L41/147 ,  G06N5/02

Abstract: A method for predicting a node state, including: obtaining static graphs and dynamic graphs of a plurality of nodes in a target network, where the static graphs and the dynamic graphs are all topology views; generating spatial feature data of the plurality of nodes based on the static graphs and the dynamic graphs; obtaining time feature data of the plurality of nodes; and obtaining a predicted state of a target node in a target time range based on the spatial feature data and the time feature data, where the target node is any node in the plurality of nodes. The method for predicting a node state provided in this application is applied to the field of node state prediction in a network, and uses a dynamic spatial feature in addition to a time feature and a static spatial feature. FIG. 8