Method and apparatus for handling artificial intelligence/machine learning functionality or feature (re)configuration in a telecommunications network
A wireless terminal which communicates over a radio interface with a radio access network comprises receiver circuitry and processor circuitry. The receiver circuitry is configured to receive, over the radio interface from the radio access network, at least a first message which concerns implementation of an Artificial Intelligence/Machine Learning (AI/ML) Functionality for the wireless terminal. The processor circuitry is configured to determine at least a potential delay associated with implementation of the Artificial Intelligence/Machine Learning (AI/ML) Functionality at the wireless terminal. The processor circuitry is optionally further configured to generate at least a second message configured to notify the radio access network of the at least potential delay, in which case the wireless terminal further comprises transmitter circuitry configured to transmit the second message to the radio access network over the radio interface.
1 . A network node, comprising:
processor circuitry configured to generate at least a first message that is related to implementation of an Artificial Intelligence/Machine Learning (AI/ML) Functionality for a wireless terminal served by the network node; and
interface circuitry configured to transmit the first message over a radio interface to the wireless terminal, and to receive at least a second message over the radio interface from the wireless terminal, the second message indicating at least a potential delay associated with the implementation of the AI/ML Functionality at the wireless terminal, wherein:
the potential delay comprises one of a delay in updating a first AI/ML model used for the implementation of the AI/ML functionality, a delay in downloading a second AI/ML model used for the implementation of the AI/ML functionality, or switching between different AI/ML models used for the implementation of the AI/ML Functionality, and
the processor circuitry is further configured to, in response to receiving the second message, generate a third message that indicates how to handle the potential delay by controlling an activation, deactivation, enablement, or disablement of the AI/ML Functionality.
2 . The network node of claim 1 , wherein the processor circuitry is further configured to determine, based on the second message, a delay duration associated with the activation of the AI/ML Functionality and to include a timer value corresponding to the delay duration in the third message.
3 . A method performed by a wireless terminal that communicates over a radio interface with a radio access network, the method comprising:
receiving, over the radio interface from the radio access network, at least a first message that is related to implementation of an Artificial Intelligence/Machine Learning (AI/ML) Functionality for the wireless terminal;
determining at least a potential delay associated with the implementation of the AI/ML Functionality at the wireless terminal;
determining whether or not to generate at least a second message configured to notify the radio access network of the potential delay; and
determining whether or not to transmit the second message to the radio access network over the radio interface in a case that the second message is determined to be generated, wherein:
the potential delay comprises one of a delay in updating a first AI/ML model used for the implementation of the AI/ML functionality, a delay in downloading a second AI/ML model used for the implementation of the AI/ML functionality, or switching between different AI/ML models used for the implementation of the AI/ML Functionality, and
the method further comprises, in response to transmitting the second message, generating a third message that indicates how to handle the potential delay by controlling an activation, deactivation, enablement, or disablement of the AI/ML Functionality.
4 . A wireless terminal that communicates over a radio interface with a radio access network, the wireless terminal comprising:
receiver circuitry configured to receive, over the radio interface from the radio access network, at least a first message that is related to implementation of an Artificial Intelligence/Machine Learning (AI/ML) Functionality for the wireless terminal; and
processor circuitry configured to determine at least a potential delay associated with the implementation of the AI/ML Functionality at the wireless terminal, wherein:
the potential delay comprises one of a delay in updating a first AI/ML model used for the implementation of the AI/ML functionality, a delay in downloading a second AI/ML model used for the implementation of the AI/ML functionality, or switching between different AI/ML models used for the implementation of the AI/ML Functionality, and
the processor circuitry is further configured to, in response to generating a second message indicating the potential delay, generate a third message that indicates how to handle the potential delay by controlling an activation, deactivation, enablement, or disablement of the AI/ML Functionality.
5 . The wireless terminal of claim 4 , wherein the processor circuitry is further configured to:
determine at least an approximate magnitude of the potential delay; and
include the approximate magnitude in the third message.
6 . The wireless terminal of claim 4 , wherein the processor circuitry is further configured to;
generate a delay cause message which comprises an indication of a cause of the potential delay; and
include the delay cause message in the third message.
7 . The wireless terminal of claim 4 , wherein the first message received over the radio interface comprises an indication of a configuration or reconfiguration of the AI/ML Functionality.
8 . The wireless terminal of claim 4 , wherein the processor circuitry is further configured to, after receiving first message, and before generating the third message, switch to a readily available AI/ML model used for the implementation of the AI/ML Functionality.
9 . The wireless terminal of claim 4 , wherein the processor circuitry is further configured to, after receiving the first message, and before receiving the third message, apply a reconfiguration for the AI/ML Functionality to a last version of an AI/ML model used for the implementation of the AI/ML Functionality, and thereafter, to update the AI/ML model.
10 . The wireless terminal of claim 4 , wherein the processor circuitry is further configured to, after receiving the first message, and before receiving the third message, update an AI/ML model used for the implementation of the AI/ML Functionality, and thereafter, to apply a reconfiguration of the first message to the updated AI/ML model.
11 . The wireless terminal of claim 7 , wherein the processor circuitry is further configured to:
set a timer according to a timer value, and
determine whether the configuration or reconfiguration of the AI/ML Functionality for the wireless terminal is completed before an expiration of the timer.
12 . The wireless terminal of claim 11 , wherein, when the processor circuitry determines that the configuration or reconfiguration of the AI/ML Functionality in the wireless terminal is not completed before the timer expires, the processor circuitry is further configured to:
maintain an existing configuration for the AI/ML Functionality,
fall back to a legacy operation, or
receive, from the radio access network, another configuration or reconfiguration of the AI/ML Functionality and implement the other configuration or reconfiguration of the AI/ML Functionality.
13 . The wireless terminal of claim 11 , wherein the receiver circuitry is further configured to:
receive, over the radio interface from the radio access network, a timer message comprising the timer value,
set the timer according to the timer value, and
determine whether the configuration or reconfiguration of the AI/ML Functionality for the wireless terminal is completed before the expiration of the timer.
14 . The wireless terminal of claim 4 , wherein the first message comprises configuration information and/or an activation indication for a new AI/ML Functionality for the wireless terminal.
15 . The wireless terminal of claim 11 , wherein the timer value is received from a network node or is determined by the wireless terminal.