Title:
METHOD, APPARATUS AND SYSTEM FOR MANAGING MACHINE LEARNING MODEL
Document Type and Number:
WIPO Patent Application WO/2022/095523
Kind Code:
A1
Abstract:
A method, apparatus and system for managing a machine learning model, which relate to the technical field of machine learning. The method is applied to a federated learning server, the federated learning server belonging to a first management domain, and the method comprising: acquiring a first machine learning model from a machine learning model management center; on the basis of the first machine learning model and local network service data of a first management domain, performing federated learning with a plurality of federated learning clients in the first management domain, so as to obtain a second machine learning model; and sending the second machine learning model to the machine learning model management center, so that the second machine learning model is used by a device in a second management domain, thus helping to save computing resources and improving machine learning model adaptability.
Inventors:
JIANG TAO (CN)
Application Number:
PCT/CN2021/110111
Publication Date:
May 12, 2022
Filing Date:
August 02, 2021
Export Citation:
Assignee:
HUAWEI TECH CO LTD (CN)
International Classes:
G06N3/04
Foreign References:
| CN111325619A | 2020-06-23 | |||
| CN110490738A | 2019-11-22 | |||
| US20200293887A1 | 2020-09-17 | |||
| CN111243698A | 2020-06-05 | |||
| CN108830100A | 2018-11-16 | |||
| CN202011212838A | 2020-11-03 |
Other References:
See also references of EP 4224369A4
Attorney, Agent or Firm:
BEIJING ZBSD PATENT&TRADEMARK AGENT LTD. (CN)
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