Intellectual Property India Publishes Patent Application for Method And Apparatus For Generative Ai-Based Performance Monitoring

MUMBAI, India, Oct. 5 -- Intellectual Property India has published a patent application (202541028787 A) filed by Nokia Technologies Oy on March 26, 2025, for Method And Apparatus For Generative Ai-Based Performance Monitoring.

Inventors include Afef Feki; Marie Line Alberi-Morel; Istvn Zsolt Kovcs; and Srilatha Ramachandran.

The application for the patent was published on October 02, 2026, under issue no. 40/2026.

Abstract: METHOD AND APPARATUS FOR GENERATIVE AI-BASED PERFORMANCE MONITORING A User Equipment (UE) comprising at least one processor and at least one memory is disclosed. The memory stores instructions to be executed by the at least one processor. The instruction, when executed, may cause the UE to receive, from a network element (NW), a request for use case related ML performance monitoring comprising an indication of required matching ratio of Generative AI (GenAI) model output data and measurement data. The instruction, when executed, cause the UE to examine availability of the GenAI model output data and/or capabilities for executing a GenAI model associated with the indicated required matching ratio of Generative AI (GenAI) model output data and measurement data. In the case the GenAI model output data is not available, and the user equipment is not able to execute the GenAI model taking into consideration the required matching ratio, a request for GenAI model output data is transmitted. In the case the GenAI model output data is not available, and the user equipment is able to execute the GenAI model taking into consideration the required matching ratio, a request for the GenAI model is transmitted. The instruction, when executed, further cause the UE to receive either the GenAI model output data or the GenAI model. In the case of receiving the GenAI model output data, the use case related ML model performance monitoring is carried out using the GenAI model output data. In the case of receiving the GenAI model, inference of the GenAI model is carried out for obtaining local GenAI model output data and the use case related ML model performance monitoring is carried out using the local GenAI model output data. Information on the use case related ML model performance monitoring is transmitted to the network element (NW). Figure 4(A)-(B)

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