AI/ML in 5G RAN and Core

Executive Snapshot

• Figure: Executive Snapshot: AI/ML in the RAN and 5G Core Is Work in Progress, But the Foundations Are There Already

New Market Developments and Dynamics

• Deep Learning

• Machine Learning Models

• The Ecosystem of AI/ML Algorithms Will Encompass RAN, Core, Edge, and End-User Devices

• AI/ML in the 5G Core

• Figure: AI/ML in 5G Network Slicing

• AI and Deep Learning Algorithms for the RAN Network

• Figure: AI/ML Compute Can Be Embedded into the RAN or on Top of the RAN

• Figure: AI/ML in the RAN: Algorithms, Use Cases, and ML Types

• Potential for AI/ML in the O-RAN and Near-Real-Time RIC

• Figure: Open RAN Meets AI

• AI/ML in Future 6G — The Path Toward 6G

Advice for the Services Provider

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• Related Research

• Synopsis