移动设备中App文件使用的检测与表征

Cheng Ji, Riwei Pan, Li-Pin Chang, Liang Shi, Zongwei Zhu, Yu Liang, Tei-Wei Kuo, C. Xue
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引用次数: 17

摘要

虽然近年来移动设备的计算能力一直在快速发展,但移动存储容量的增长相对较慢。廉价手机用户的一个共同问题是它们经常耗尽存储空间。本文深入研究了移动应用程序的文件使用情况及其对用户体验的潜在影响。我们的主要发现如下:首先,移动应用程序可以通过创建临时缓存文件来快速消耗存储空间,但这些缓存文件在短时间内被重用后很快就会过时。其次,大文件(尤其是可执行文件)的文件访问模式显得非常稀疏和随机,因此大部分文件空间永远不会被访问。第三,文件预取会将过多的文件数据带入页面缓存,但实际上只使用了少量预取的数据。不必要的内存压力会导致内存过早回收,延长应用程序启动时间。通过对两个初步优化的可行性研究,我们展示了消除不必要的存储和内存空间消耗的高潜力,同时对用户体验的影响最小。
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Inspection and Characterization of App File Usage in Mobile Devices
While the computing power of mobile devices has been quickly evolving in recent years, the growth of mobile storage capacity is, however, relatively slower. A common problem shared by budget-phone users is that they frequently run out of storage space. This article conducts a deep inspection of file usage of mobile applications and their potential implications on user experience. Our major findings are as follows: First, mobile applications could rapidly consume storage space by creating temporary cache files, but these cache files quickly become obsolete after being re-used for a short period of time. Second, file access patterns of large files, especially executable files, appear highly sparse and random, and therefore large portions of file space are never visited. Third, file prefetching brings an excessive amount of file data into page cache but only a few prefetched data are actually used. The unnecessary memory pressure causes premature memory reclamation and prolongs application launching time. Through the feasibility study of two preliminary optimizations, we demonstrated a high potential to eliminate unnecessary storage and memory space consumption with a minimal impact on user experience.
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