Huanbei Zhao

Multi-Horizon Short-Term GPU Utilization Forecasting Based on Deep Sequence Models

Short-term GPU utilization forecasts are useful for scheduling, resource allocation, and capacity planning, but production traces are rarely smooth. They contain spikes, regime changes, idle periods, and incomplete observations. We study this problem on the MIT Supercloud Dataset...