Multi-Horizon GPU Demand Forecasting With Workload Semantics and Operational Risk Curves: An Empirical Study on Alibaba Clusterdata GPU Trace. JTIE 2025, 4 (3), 544-571. https://doi.org/10.51903/jtie.v4i3.498.