通过静态分析检测和优化移动应用的能耗:初步研究

Jingtian Wang, Guoquan Wu, Xiaoquan Wu, Jun Wei
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引用次数: 8

摘要

尽管智能手机市场正在迅速增长,但它们的效用仍然受到电池寿命的严重限制。因此,为了了解在移动设备上运行的应用程序的功耗,已经进行了大量的研究工作。然而,动态分析工具需要在定制的android平台上运行,这使得它们不适合普通的移动应用程序开发人员。为了解决这一限制,本文提出了一种轻量级的方法,通过静态程序分析技术来发现Android应用程序中可能存在的I/O能量浪费代码。我们还提供了一个案例研究来评估我们方法的有效性。
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Detect and optimize the energy consumption of mobile app through static analysis: an initial research
Although the market for smartphones is growing rapidly, their utility remains severely limited by the battery life. As such, much research effort has been made to understand the power consumption of the application running on mobile devices. However, dynamic profiling tools need to run on the customized android platform, making them not suitable for ordinary mobile app developers. To address this limitation, this paper proposed a light-weight approach to find possible I/O energy wasting code in Android apps through static program analysis technique. We also provide a case study to evaluate the effectiveness of our approach.
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