移动应用的HTTP请求的自动能量优化

Ding Li, Yingjun Lyu, Jiaping Gui, William G. J. Halfond
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引用次数: 101

摘要

对于在移动设备上运行的应用程序来说,能源是一种至关重要的资源。在所有操作中,HTTP请求是最耗能的操作之一。以前的研究表明,将较小的HTTP请求捆绑成单个较大的HTTP请求可以有效地提高网络通信的能源效率,但没有定义一种自动化的方法来检测何时可以捆绑应用程序,也没有将应用程序转换为进行这种捆绑。在本文中,我们提出了一种方法,通过自动检测和捆绑多个HTTP请求来减少Android应用中HTTP请求的能耗。我们的方法首先检测可以使用静态分析捆绑的HTTP请求,然后使用基于代理的技术在运行时捆绑HTTP请求。我们在一系列真实市场的Android应用上评估了我们的方法。在这次评估中,我们的方法使主题应用程序的平均能耗降低了15%,并且没有对优化后的应用程序施加显着的运行时开销。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Automated Energy Optimization of HTTP Requests for Mobile Applications
Energy is a critical resource for apps that run on mobile de- vices. Among all operations, making HTTP requests is one of the most energy consuming. Previous studies have shown that bundling smaller HTTP requests into a single larger HTTP request can be an effective way to improve energy efficiency of network communication, but have not defined an automated way to detect when apps can be bundled nor to transform the apps to do this bundling. In this paper we propose an approach to reduce the energy consumption of HTTP requests in Android apps by automatically detecting and then bundling multiple HTTP requests. Our approach first detects HTTP requests that can be bundled using static analysis, then uses a proxy based technique to bundle HTTP requests at runtime. We evaluated our approach on a set of real world marketplace Android apps. In this evaluation, our approach achieved an average energy reduction of 15% for the subject apps and did not impose a significant runtime overhead on the optimized apps.
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