Smartphone application delay optimizations

David T. Nguyen
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引用次数: 4

Abstract

Despite the rapid hardware upgrades, current smartphones suffer various unpredictable delays during operation, e.g., when launching an app, leading to poor user experience. In this work, we investigate the behavior of reads and writes in smartphones. We conduct the first large-scale measurement study on the I/O delay of Android using the data collected from our Android app running on 1009 devices within 130 days. Among other factors, we observe that reads experience up to 626% slowdown when blocked by concurrent writes for certain workloads. We use this obtained knowledge to design a pilot solution called SmartIO that reduces application delays by prioritizing reads over writes. SmartIO 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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智能手机应用程序延迟优化
尽管硬件升级迅速,但目前的智能手机在运行过程中会出现各种不可预测的延迟,例如在启动应用程序时,导致用户体验不佳。在这项工作中,我们研究了智能手机中的读写行为。我们对Android的I/O延迟进行了第一次大规模的测量研究,使用我们的Android应用程序在130天内运行在1009台设备上收集的数据。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%。我们利用这些知识设计了一个名为SmartIO的试点解决方案,通过优先考虑读而不是写来减少应用程序延迟。SmartIO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%。
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