Forecasting Workload in Cloud Computing: Towards Uncertainty-Aware Predictions and Transfer Learning

2 code implementations • 24 Feb 2023 • Andrea Rossi, Andrea Visentin, Diego Carraro, Steven Prestwich, Kenneth N. Brown

Results show that modelling the uncertainty of predictions has a positive impact on performance, especially on service level metrics, because uncertainty quantification can be tailored to desired target service levels that are critical in cloud applications.

Cloud Computing Decision Making +3