VarDroid: Online variability emulation in Android/Linux platforms

Pietro Mercati, Francesco Paterna, Andrea Bartolini, M. Imani, L. Benini, T. Simunic
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引用次数: 1

Abstract

Variability is the real big challenge for integrated circuits. Today, simulators help to estimate the effect of variability, but fail to capture real workload dynamics and user interactions, which are fundamental to mobile devices. This paper presents VarDroid, a low-overhead tool to emulate power and performance variability on real platforms, running on top of the Android operating system. VarDroid enables analyzing the effect of variability in power and performance while capturing the complex interactions characteristic of mobile workloads, thus relating to user's quality of experience. The paper presents use cases to show the utility of VarDroid to test applications, device and OS robustness under the effects of variability. Our results show that a variability-agnostic OS can incur in a performance penalty of up to 60% and a power penalty of up to 20%.
VarDroid: Android/Linux平台上的在线可变性仿真
可变性是集成电路真正的大挑战。目前,模拟器可以帮助估计可变性的影响,但无法捕获实际的工作负载动态和用户交互,而这是移动设备的基础。本文介绍了VarDroid,这是一个低开销的工具,可以在真实平台上模拟功率和性能变化,运行在Android操作系统之上。VarDroid能够分析功率和性能变化的影响,同时捕捉移动工作负载的复杂交互特征,从而与用户的体验质量相关。本文给出了用例来展示VarDroid在可变性影响下测试应用程序、设备和操作系统鲁棒性的效用。我们的结果表明,一个可变性不可知的操作系统可能会导致高达60%的性能损失和高达20%的功耗损失。
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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