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Saving Energy on Smartphones by Categorizing Users

机译：通过对用户进行分类，在智能手机上保存能量

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One major issue of current Smart Phones power-saving strategies is the "One Size Fits All" philosophy which does not take into consideration the factors that could distinguish different Smartphone users. For example the nature of the workspace of the user (Indoor/Outdoor), the age, the gender, the user's applications categories of interests... etc. A very well-known example of a current "One Size Fits All" philosophy is "Samsung Ultra Power Saving Mode" which forces the user to end up using a black and white screen Smartphone even if the user was a 60 years old book reader or a 17 years old heavy online gamer for the sake of 14 days battery life. This paper proposes a new philosophy that adds another dimension to the current detective and preventive power-saving strategies. The proposed addition is based on classifying Smartphones users into groups based on different factors in order to improve power saving for each group. The relation between the group of users and power consumption is very valuable and can be used by marketing groups of operators/producers of mobile phones as well as by designers of the networks for dimensioning of radio interfaces in mobile/cellular networks. In this paper, Google Play Classification is used because Google Play store is the official application store for Android applications. It has 85 billion downloads in 2018. Initial empirical experimental results showed that new policies, more specific than the current one-size-fits-all that include 'user category' as a new factor, can now be proposed.
机译：目前智能手机省电策略的一个主要问题是“一种尺寸适合所有”哲学，这些哲学不考虑可以区分不同智能手机用户的因素。例如，用户的工作空间的性质（室内/室外），年龄，性别，用户的应用类别的兴趣类别......一个非常众所周知的当前“一尺寸适合所有”哲学的示例“三星超节电模式”，迫使用户最终使用黑白屏幕智能手机，即使用户是60岁的书阅读器或17岁的沉重的在线游戏玩家，为了14天的电池寿命。本文提出了一种新的哲学，为目前的侦探和预防性省电策略增加了另一个维度。该提议的补充是基于将智能手机用户分类为基于不同因素的组，以提高每个组的省电。用户和功耗组之间的关系非常有价值，可以通过营销组的运营商/移动电话生产商以及网络的设计者来使用，以便在移动/蜂窝网络中的无线电接口的尺寸。在本文中，使用Google播放分类，因为Google Play商店是Android应用程序的官方应用程序商店。它在2018年有850亿下载。初始经验实验结果表明，现在可以提出新的政策，比当前的单尺寸适合所有包括“用户类别”作为一个新因素的新政策。

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