msData: A Millisecond-Resolution Network Dataset for Advancing Time Series Foundation Models
The episode discusses 'msData,' a millisecond-resolution network dataset capturing real-world 5G Radio Access Network performance. Hosts analyze how this high-frequency data, compared to traditional datasets, enables AI models to predict network states and handle dynamic conditions. They conclude that current Time Series Foundation Models (TSFMs) struggle with this rapid change, suggesting a need for more adaptive approaches like Adaptive Random Forest.