The increasing usage of smartphones in everyday tasks has been motivated many studies on energy consumption characterization aiming to improve smartphone devices’ effectiveness and increase user time. In this scenario, it is essential study mechanisms capable characterizing patterns, so smartphones’ components can be adapted promote the best experience with lower consumption. goal build an mode...