基于事件的移动Web应用节能QoS (eQoS)调度

Yuhao Zhu, Matthew Halpern, V. Reddi
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引用次数: 98

摘要

移动Web应用程序已经成为我们社会不可分割的一部分。它们对应用服务质量(QoS)提出了很高的要求。然而,移动设备的能量约束特性使得优化QoS变得困难。能效优化方面的现有技术只关注原始性能和能耗之间的权衡,而忽略了应用程序的QoS特征。在本文中,我们提出了节能QoS (eQoS)的概念,以捕获QoS与能耗之间的权衡。考虑到移动Web应用程序的基本事件驱动特性,我们进一步提出了基于事件的调度作为eQoS的优化框架。基于事件的调度能够自动对用户的QoS需求进行推理,在不影响用户体验的前提下,准确地延迟事件的执行时间,从而节省能源。我们在三星Exynos 5410 SoC(用于Galaxy S4智能手机)上展示了一个使用Google Chromium和V8框架的工作原型。基于实际的硬件和软件测量,我们实现了41.2%的节能,最终用户仅感知到0.4%的QoS违规。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Event-based scheduling for energy-efficient QoS (eQoS) in mobile Web applications
Mobile Web applications have become an integral part of our society. They pose a high demand for application quality of service (QoS). However, the energy-constrained nature of mobile devices makes optimizing for QoS difficult. Prior art on energy efficiency optimizations has only focused on the trade-off between raw performance and energy consumption, ignoring the application QoS characteristics. In this paper, we propose the concept of energy-efficient QoS (eQoS) to capture the trade-off between QoS and energy consumption. Given the fundamental event-driven nature of mobile Web applications, we further propose event-based scheduling as an optimization framework for eQoS. The event-based scheduling automatically reasons about users' QoS requirements, and accurately slacks the events' execution time to save energy without violating end users' experience. We demonstrate a working prototype using the Google Chromium and V8 framework on the Samsung Exynos 5410 SoC (used in the Galaxy S4 smartphone). Based on real hardware and software measurements, we achieve 41.2% energy saving with only 0.4% of QoS violations perceptible to end users.
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