43 citations · 127 across the 12 of their papers we have counts for
3 papers · 1 filter
Enhancing Regression Models for Complex Systems Using Evolutionary Techniques for Feature Engineering
Patricia Arroba, José L. Risco-Martín, Marina Zapater +2
This work proposes an automatic methodology for modeling complex systems. Our methodology is based on the combination of Grammatical Evolution and classical regression to obtain an…
CloudProphet: A Machine Learning-Based Performance Prediction for Public Clouds
Darong Huang, Luis Costero, Ali Pahlevan +2
Computing servers have played a key role in developing and processing emerging compute-intensive applications in recent years. Consolidating multiple virtual machines (VMs) inside…
The RECIPE Approach to Challenges in Deeply Heterogeneous High Performance Systems
Giovanni Agosta, William Fornaciari, David Atienza +8
RECIPE (REliable power and time-ConstraInts-aware Predictive management of heterogeneous Exascale systems) is a recently started project funded within the H2020 FETHPC programme, w…