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.

公开(公告)号：US11848868B2

公开(公告)日：2023-12-19

申请号：US17488893

申请日：2021-09-29

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Mahmoud Mohamed Bahnasy ,  Shiva Ketabi ,  Sepehr Abbasi Zadeh ,  Yashar Ganjali ,  Fenglin Li

IPC: H04L47/12 ,  H04L47/2466 ,  H04L47/11

CPC classification number: H04L47/12 ,  H04L47/11 ,  H04L47/2466

Abstract: There is provided methods and devices for network management. A method includes receiving at least one data flow, transmitting in-band management packet periodically for each of the at least one data flow, receiving in-band acknowledgement packets for each of the at least one data flow, and producing network management data based on received in-band acknowledgement packets. A device includes a processor, and a non-transient computer readable memory having stored thereon machine executable instructions which when executed by the processor configure the device to execute the methods disclosed herein. A system includes a source node, a receiver and a data-plane device, the system configured to execute the methods disclosed herein.