Building Smarter Networks: AI / ML for Anomaly Detection in Open RAN

As 5G networks evolve toward 6G, the increasing complexity of Open RAN standard interfaces such as E2, A1, and O1 introduces new challenges for performance, reliability, and security. Keysight Technologies is pioneering the application of artificial intelligence (AI) and machine learning (ML) to test and validate RIC functions—ranging from real-time KPI monitoring over E2, to policy and model deployment on A1, and fault/performance data analysis on O1. By enabling smarter anomaly detection and training xApps and rApps with realistic network data, Keysight empowers operators to detect issues earlier, enhance interoperability, and accelerate innovation in AI-driven Open RAN. Discover how Keysight's advanced test solutions build more resilient networks ready for the demands of 6G.