Federated learning in telecom communication system
AssigneeAsiainfo Technologies (China), Inc.
InventorsYe Ouyang, Lilei Wang, Aidong Yang
Life of this patent
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Abstract
The present disclosure relates to federated learning in a telecom system. For a service request from a service requester, an intelligent service provider serves as a master intelligent service provider to perform federated learning in coordination with at least one additional intelligent service provider as slave intelligent service provider, and then merge the service-related information obtained from the at least one slave intelligent service and the service-related information of the master intelligent service provider so as to provide intelligent service for the service requester, or provide merged service-related information to slave intelligent service provider.
Claims18
An intelligent service provider in a telecom communication system, the telecom communication system including the intelligent service provider and at least one additional intelligent service provider, the intelligent service provider comprise a processing circuitry configured to:
- for a service request from a service requester, cause the intelligent service provider to serve as a master intelligent service provider to perform federated learning in coordination with at least one of the at least one additional intelligent service provider as slave intelligent service provider, and
- merge service-related information obtained from the at least one slave intelligent service and service-related information of the master intelligent service provider so as to provide intelligent service for the service requester, or provide merged service-related information to slave intelligent service provider.
An intelligent service provider in a telecom communication system, the telecom communication system including the intelligent service provider and at least one another intelligent service provider, the intelligent service provider comprise a processing circuitry configured to:
- for a service request from a service requester, cause the intelligent service provider to serve as a slave intelligent service provider to perform federated learning in coordination with one of the at least one another intelligent service provider as a master intelligent service provider, and
- provide service-related information obtained via the federated learning to the master intelligent service provider so that an intelligent service can be provided by the master intelligent service provider for the service requester.
A computer-readable storage medium storing instructions that, when executed by one or more processors, cause performance of a method for providing intelligent service in a telecom communication system, the telecom communication system including a number of intelligent service providers, the method comprising:
- for service request from a service requester, causing an intelligent service provider in the number of intelligent service providers as a master intelligent service provider to perform federated learning in coordination with at least one of at least one additional intelligent service provider as slave intelligent service provider, and
- merging service-related information obtained from the at least one slave intelligent service via the federated learning by the master intelligent service provider so as to provide intelligent service for the service requester.
Dependencies are inferred from the claim text.