name: ML
full_form: Machine Learning
context: service operation containing following parameters ML Model File Information (Protected Trained ML model(s) file, ML model file serialization format, Trained ML Model ID per Analytics ID, NWDAF containing MTLF Identity). 9b. The validity time for the security context is expired, the ARDF removes the ML model information and the NWDAF containing MTLF removes the security context respectively. 10. NWDAF containing AnLF determines that the ML model training update is no longer required. 11. The NWDAF containing AnLF sends Nadrf_MLModelManagement_RetrievalTrainingUpdate_Unsubscribe with Subscription Correlation ID as input parameters. 12. ADRF determines if any of the NF consumer(s) have subscription for ML Model training update per Analytics ID. If none of the NF consumer(s) have subscription for ML model training update per Analytics ID, the ADRF removes the Protected ML model file and ML model file specific information and proceed to step 9. 13. ADRF sends
description: Machine Learning (ML) is a subset of artificial intelligence that involves the use of algorithms and statistical models to enable machines to perform a specific task without using explicit instructions, instead relying on patterns and inference.
explanation: The context provided from 3GPP TS 33.738 highlights the integration of Machine Learning within the network architecture for analytics and security purposes, such as model training updates and subscription management. This indicates that ML is being utilized as a technology to enhance network operations.
section_title: 6.4.2	Solution details
biotag_Context: O,O,O,O,O,B-Technology,O,O,O,O,O,B-Technology,O,O,B-Technology,O,O,O,O,O,B-Technology,O,B-Parameter,O,O,O,B-Network Function,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,B-Technology,O,O,O,O,B-Network Function,O,O,O,O,O,O,O,O,B-Network Function,O,O,O,O,O,B-Technology,O,O,O,O,O,O,O,O,O,B-Network Function,O,O,O,O,O,O,O,B-Parameter,O,O,O,O,O,O,O,O,O,O,B-Network Function,O,O,O,O,B-Technology,O,O,O,O,O,O,O,O,O,O,B-Network Function,O,O,O,O,B-Technology,O,O,O,O,O,O,O,O,O,O,O,B-Technology,O,O,O,B-Technology,O,O,O,O,O,O,O,O,O,O,O,O
biotag_Description: B-Technology,I-Technology,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O,O