公开(公告)号：US20250086493A1

公开(公告)日：2025-03-13

申请号：US18243259

申请日：2023-09-07

Applicant: Cisco Technology, Inc.

Inventor： Yuguang Yao ,  Yuzhang SHANG ,  Gaowen LIU ,  Ramana Rao V. R. KOMPELLA ,  Charles FLEMING

IPC: G06N20/00

Abstract: In one implementation, a device receives, via a user interface, one or more constraint parameters for each of a plurality of machine learning models that perform different analytics tasks. The device computes, based on the one or more constraint parameters, a set of weights for the plurality of machine learning models. The device generates a unified model by performing knowledge distillation on the plurality of machine learning models using the set of weights. The device deploys the unified model for execution by a particular node in a network.