Estimating the energy consumption of model-view-controller applications

Abstract

For information and communication technology to reach its goal of zero emissions in 2050, power consumption must be reduced, including the energy consumed by software. To develop sustainability-aware software, green metrics have been implemented to estimate the energy consumed by the execution of an application. However, they have a rebound energy consumption effect because they require an application to be executed to estimate the energy consumed after each change. To address this problem, it is necessary to construct energy estimation models that do not require the execution of applications. This work addresses this problem by constructing a green model based on size, complexity and duplicated lines to estimate the energy consumed by model-view-controller applications without their execution. This article defines a model constructed based on 52 applications. The results were accurate in twelve applications, which showed that the joule estimation was very close to reality, avoiding the energy consumed by the execution of applications.