SYSTEM INTEGRATING ARTIFICIAL INTELLIGENCE MACHINE LEARNING INFERENCE AGENT AND RADIO ACCESS NETWORK UNIT
Dossier Overview
Applicant
Intel Corporation
Inventor
Meng ZHANG; Di LIU; Jinwei FAN; Chuyue ZHANG
IPC Classification
CPC Classification
The disclosure described herein generally relates to a system integrating Radio Access Network (RAN) with Artificial Intelligence and Machine Learning (AI/ML) inference agent and, more particularly, to the use of a system integrating an AI/ML inference agent and a RAN unit. The system is software defined, involving model operations such as model inference, model update and model fallback or backup in a real-time system. The inference performance is maintained without training new data from outer resources. It brings no additional cost when updating the model within inner-loop and fallback or backup decision is also within inner-loop without additional resources.
Original (Chinese)
The disclosure described herein generally relates to a system integrating Radio Access Network (RAN) with Artificial Intelligence and Machine Learning (AI/ML) inference agent and, more particularly, to the use of a system integrating an AI/ML inference agent and a RAN unit. The system is software defined, involving model operations such as model inference, model update and model fallback or backup in a real-time system. The inference performance is maintained without training new data from outer resources. It brings no additional cost when updating the model within inner-loop and fallback or backup decision is also within inner-loop without additional resources.
External Resources