Table of Contents - Q.4081 (01/2026) - Methods and metrics for monitoring machine learning/artificial intelligence in future networks including IMT-2020
1 Scope 2 Reference 3 Definition 3.1 Terms defined elsewhere 3.2 Terms defined in this Recommendation 4 Abbreviations and acronyms 5 Conventions 6 Monitoring ML/AI in future networks 6.1 Overview of monitoring ML/AI 6.2 Framework of monitoring ML/AI model in future networks 7 Methods of monitoring ML/AI in future networks 7.1 Input data monitoring 7.2 Model performance monitoring 7.3 Model drift monitoring 7.4 Resource utilization monitoring 7.5 Feedback loops monitoring 7.6 Methods of multidimensional monitoring 8 Metrics of monitoring ML/AI in future networks 8.1 Functional level monitoring metrics 8.2 Operational level monitoring metrics Bibliography
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