Konstantinos Papaioannou

Is Machine Learning Necessary for Cloud Resource Usage Forecasting?

2023

Robust forecasts of future resource usage in cloud computing environments enable high efficiency in resource management solutions, such as autoscaling and overcommitment policies. Production-level systems use lightweight combinations of historical information to enable practical deployments. …