Federated learning (fl) in artificial intelligence (ai) and machine learning (ml)
AssigneeLenovo (United States) Inc.
InventorSheeba Backia Mary Baskaran
Life of this patent
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Abstract
Various aspects of the present disclosure relate to federated learning (FL) in artificial intelligence (AI) and machine learning (ML). An apparatus, such as a network equipment (NE), receives a first message including a request for an access token, where the first message includes first artificial intelligence (AI) machine learning (ML) information associated with federated learning (FL). The apparatus transmits a second message including the access token, where the access token includes second AI/ML information associated with FL.
Claims20
An apparatus for wireless communication, comprising:
- at least one memory;
- and
- at least one processor coupled with the at least one memory and operable to cause the apparatus to:
- receive a first message comprising a request for an access token, wherein the first message includes first artificial intelligence (AI) machine learning (ML) information associated with federated learning (FL);
- and
- transmit a second message including the access token, wherein the access token includes second AI/ML information associated with FL.
An apparatus for wireless communication, comprising:
- at least one memory;
- and
- at least one processor coupled with the at least one memory and operable to cause the apparatus to:
- receive a first message comprising a registration request to register as a federated learning (FL) member, wherein the first message includes one or more of security credentials, authorization information, or an access token;
- and
- transmit a second message comprising a FL member registration response.
An apparatus for wireless communication, comprising:
- at least one memory;
- and
- at least one processor coupled with the at least one memory and operable to cause the apparatus to:
- transmit a first message comprising a registration request to register as a federated learning (FL) member, wherein the first message includes one or more of security credentials, authorization information, or an access token;
- and
- receive a second message comprising a FL member registration response.
An apparatus for wireless communication, comprising:
- at least one memory;
- and
- at least one processor coupled with the at least one memory and operable to cause the apparatus to:
- transmit a first message comprising a federated learning (FL) grouping request, wherein the first message includes one or more of authentication information or an access token;
- and
- receive a second message comprising a FL grouping response.
Dependencies are inferred from the claim text.