公开(公告)号：US20240256890A1

公开(公告)日：2024-08-01

申请号：US18101620

申请日：2023-01-26

Applicant: Cisco Technology, Inc.

Inventor： Myungjin Lee ,  Dhruv Garg ,  Gaoxiang Luo ,  Ramana Rao V.R. Kompella

IPC: G06N3/098

CPC classification number: G06N3/098

Abstract: In one embodiment, a controller obtains state information from a plurality of nodes in a federated learning system. The controller determines, based on the state information, an adjustment to a topology of the federated learning system. The controller selects one or more nodes from among the plurality of nodes affected by the adjustment. The controller sends instructions to the one or more nodes, to implement the adjustment to the topology of the federated learning system.