A Two-Stage Forecasting System for CPU Workload Prediction in Private Clouds
The discussion on "A Two-Stage Forecasting System for CPU Workload Prediction in Private Clouds" details a method for anticipating cloud demand. This system uses a two-stage cascading architecture to first predict customer requests (TPS) and then estimating CPU utilization based on that prediction. The approach achieves high accuracy (5.9% SMAPE) and is designed for real-time, proactive resource management.