Transferring Performance Prediction Models Across Different Hardware Platforms
Pavel Valov, Jean-Christophe Petkovich, Jianmei Guo, Sebastian Fischmeister, Krzysztof Czarnecki · 2017
Many software systems provide configuration options relevant to users, which are often called features. Features influence functional properties of software systems as well as non-functional ones, such as performance and memory consumption. Researchers have successfully demonstrated the correlation between feature selection and performance. However, the generality of these performance models across different hardware platforms has not yet been evaluated.