通过读写隔离减少智能手机应用程序延迟

David T. Nguyen, Gang Zhou, G. Xing, Xin Qi, Zijiang Hao, Ge Peng, Qing Yang
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引用次数: 47

摘要

智能手机已经成为我们日常生活的重要组成部分。然而,用户体验还远远不够理想。特别是,尽管目前的智能手机硬件升级速度很快,但在运行过程中,例如在启动应用程序时,往往会出现各种不可预测的延迟,导致用户体验不佳。在本文中,我们研究了智能手机中的读写行为。我们使用从运行在2611设备上的Android应用程序收集的数据,在9个月内对Android I/O延迟进行了第一次大规模测量研究。在其他因素中,我们观察到,对于某些工作负载,当被并发写阻塞时,读取速度会减慢626%。此外,我们还展示了一种I/O类型由于另一种I/O类型而导致的减速的不对称性,并详细说明了并发I/O相对于串行I/O的加速。我们使用这些获得的知识来设计和实现一个称为SmartIO的系统原型,它通过优先考虑读而不是写来减少应用程序延迟,并根据分配的优先级对它们进行分组。SmartIO使用优化的并发参数发出I/ o。该系统在Android平台上实现,并在几组流行的应用程序上进行了广泛的评估。结果表明,我们的系统将启动延迟减少了37.8%,运行延迟减少了29.6%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reducing Smartphone Application Delay through Read/Write Isolation
The smartphone has become an important part of our daily lives. However, the user experience is still far from being optimal. In particular, despite the rapid hardware upgrades, current smartphones often suffer various unpredictable delays during operation, e.g., when launching an app, leading to poor user experience. In this paper, we investigate the behavior of reads and writes in smartphones. We conduct the first large-scale measurement study on the Android I/O delay using the data collected from our Android application running on 2611 devices within nine months. Among other factors, we observe that reads experience up to 626% slowdown when blocked by concurrent writes for certain workloads. Additionally, we show the asymmetry of the slowdown of one I/O type due to another, and elaborate the speedup of concurrent I/Os over serial ones. We use this obtained knowledge to design and implement a system prototype called SmartIO that reduces the application delay by prioritizing reads over writes, and grouping them based on assigned priorities. SmartIO issues I/Os with optimized concurrency parameters. The system is implemented on the Android platform and evaluated extensively on several groups of popular applications. The results show that our system reduces launch delays by up to 37.8%, and run-time delays by up to 29.6%.
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