Modeling the Effects of Independent Components on Mobile Device Charging Times

Mathew Schlichting, Jason Sawin
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引用次数: 2

Abstract

Mobile devices have been increasing in both number and power. While devices such as smartphones gain capabilities, an increasing number of users rely on them to complete more and more tasks. One of the most significant constraints of mobile devices is the necessary reliance on battery power. This limitation can be circumvented by operating the device while it is charging; however, this approach has the potential to create a conflict of goals. Clearly, users want to continue to operate their devices at the same time that they also want to achieve a certain level of battery charge in a given charging period. Unfortunately, such use of the device might increase the time needed to achieve their charging goals. In this paper, we present a preliminary exploration of the effects of independent components on the charging times of one mobile device: the smartphone. We provide the design of a data gathering framework that heavily exercises particular smartphone components while monitoring battery charge rate. The data generated from this framework can be used to create models for estimating the impacts of the individual components on battery charge times. Our empirical study demonstrates that different components can have significant impacts on smartphone charging rates.
独立组件对移动设备充电时间的影响建模
移动设备的数量和功能都在不断增加。虽然智能手机等设备的功能越来越强大,但越来越多的用户依靠它们来完成越来越多的任务。移动设备最重要的限制之一是对电池的必要依赖。这一限制可以通过在充电时操作设备来规避;然而,这种方法有可能产生目标冲突。显然,用户希望继续操作他们的设备,同时他们也希望在给定的充电周期内实现一定水平的电池充电。不幸的是,这种设备的使用可能会增加实现充电目标所需的时间。在本文中,我们提出了一个初步的探索独立组件对一个移动设备:智能手机的充电时间的影响。我们提供了一个数据收集框架的设计,该框架在监测电池充电率的同时大量地练习特定的智能手机组件。从该框架生成的数据可用于创建模型,以估计各个组件对电池充电时间的影响。我们的实证研究表明,不同的组件会对智能手机充电率产生显著影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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