Inspection and Characterization of App File Usage in Mobile Devices
Journal
ACM Transactions on Storage
Journal Volume
16
Journal Issue
4
Date Issued
2020
Author(s)
Abstract
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. ? 2020 ACM.
Subjects
Budget control; Digital storage; Mobile computing; Computing power; Deep inspection; Executable files; Feasibility studies; File access patterns; File pre-fetching; Memory pressure; Mobile applications; User experience
Type
journal article