智能手机应用的I/O特性及其对eMMC设计的影响

Deng Zhou, Wen Pan, Wei Wang, T. Xie
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引用次数: 31

摘要

绝大多数智能手机都使用eMMC(嵌入式多媒体卡)设备作为其存储子系统。近年来的研究表明,存储子系统是影响智能手机应用性能的重要因素。然而,智能手机应用程序的块级I/O特性及其对eMMC设计的影响仍然知之甚少。在这项研究中,我们收集并分析了Nexus 5智能手机上18个常见应用程序(例如,电子邮件和Twitter)的块级I/O痕迹。我们观察了一些I/O特性,从中得出了eMMC设计的几个含义。例如,我们发现在18个跟踪中的15个中,大多数请求(44.9%-57.4%)是小的单页(4KB)请求。这意味着应该快速地处理小请求,以便提高eMMC设备的整体性能。接下来,我们将进行一个案例研究,以演示如何将其应用于优化eMMC设计。受两个含义的启发,我们提出了混合页面大小(HPS) eMMC。实验结果表明,HPS方案可将平均响应时间缩短86%,空间利用率提高24.2%。
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I/O Characteristics of Smartphone Applications and Their Implications for eMMC Design
A vast majority of smart phones use eMMC (embedded multimedia card) devices as their storage subsystems. Recent studies reveal that storage subsystem is a significant contributor to the performance of smart phone applications. Nevertheless, smart phone applications' block-level I/O characteristics and their implications on eMMC design are still poorly understood. In this research, we collect and analyze block-level I/O traces from 18 common applications (e.g., Email and Twitter) on a Nexus 5 smart phone. We observe some I/O characteristics from which several implications for eMMC design are derived. For example, we find that in 15 out of the 18 traces majority requests (44.9%-57.4%) are small single-page (4KB) requests. The implication is that small requests should be served rapidly so that the overall performance of an eMMC device can be boosted. Next, we conduct a case study to demonstrate how to apply the implications to optimize eMMC design. Inspired by two implications, we propose a hybrid-page-size (HPS) eMMC. Experimental results show that the HPS scheme can reduce mean response time by up to 86% while improving space utilization by up to 24.2%.
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