Predicting mobile application power consumption
Date
2018-05-01
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Abstract
We present an analysis of battery consumption to predict the average consumption rate of any given application. We explain the process and techniques used to gather the data, and present over 25000 readings collected over 3 months. We then use iterative proportional fitting to predict the consumptions rates, discuss the issues with the collected data, and highlight the attempts made to alleviate the problems. Lastly, we discuss the limitations and challenges of this approach, and suggest changes that may be required in order to produce more accurate results.
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Keywords
Prediction, Mobile, Power, Smartphone