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Identifying battery-draining applications by monitoring behavior in screen-off state in Android

机译:通过监视Android屏幕关闭状态下的行为来识别耗电量大的应用程序

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Power consumption is one of the most important issues of smartphones. Android OS, a popular smartphone operating system, has a function with which an application can be invoked in screen-off state without user's operation. Some applications frequently work in screen-off state, and consume battery. In this paper, we propose a method for identifying applications that largely drain battery in Screen-off state in Android devices. We introduce the standard method of Android for estimating power consumption of each application, and show that it cannot always estimate consumption correctly. Then, we propose a method for identifying heavily battery-draining application by monitoring setting and invoking alarm, which is a common method for executing an application in screen-off state. Our experimental results demonstrate that our method can identify battery-draining applications more correctly than the standard method of Android operating system.
机译:功耗是智能手机最重要的问题之一。流行的智能手机操作系统Android OS具有一项功能,可以在屏幕关闭状态下调用应用程序而无需用户操作。某些应用程序经常在屏幕关闭状态下工作,并消耗电池。在本文中,我们提出了一种方法来识别在Android设备的屏幕关闭状态下会大量消耗电池电量的应用程序。我们介绍了Android估算每个应用程序功耗的标准方法,并表明它不能始终正确估算功耗。然后,我们提出了一种通过监视设置和调用警报来识别耗电量大的应用程序的方法,这是在屏幕关闭状态下执行应用程序的常用方法。我们的实验结果表明,与Android操作系统的标准方法相比,我们的方法可以更正确地识别耗电量大的应用程序。

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