公开(公告)号：US11929912B2

公开(公告)日：2024-03-12

申请号：US18074319

申请日：2022-12-02

Applicant: Huawei Technologies Co., Ltd.

Inventor： Mahmoud Mohamed Bahnasy ,  Fenglin Li ,  Shihan Xiao ,  Xiangle Cheng ,  Majid Ghaderi

IPC: H04L45/02 ,  H04L45/00

CPC classification number: H04L45/08 ,  H04L45/14

Abstract: A method, processing system and processor-readable medium for generating network configurations using a graph neural network (GNN) are provided. The method may include receiving a first matrix M generated based on a set of network requirements; storing a GNN having a plurality of nodes v and a plurality of edges; initializing the GNN based on a second matrix Xv having a plurality of elements, each element corresponding to a node from a plurality of nodes v of the GNN; and generating an output matrix having a plurality of nodes labelled based on the first matrix M.