Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices

Authors: 

Cheng Ji, Nanjing University of Science and Technology; Li-Pin Chang, National Chiao Tung University, National Yang Ming Chiao Tung University; Riwei Pan and Chao Wu, City University of Hong Kong; Congming Gao, Tsinghua University; Liang Shi, East China Normal University; Tei-Wei Kuo and Chun Jason Xue, City University of Hong Kong

Abstract: 

Mobile applications exhibit unique file access patterns, often involving random accesses of write-mostly files and read-only files. The high write stress of mobile applications significantly impacts on the lifespan of flash-based mobile storage. To reduce write stress and save space without sacrificing user-perceived latency, this study introduces FPC, file access pattern guided compression. FPC is optimized for the random-writes and fragmented-reads of mobile applications. It features dual-mode compression: Foreground compression handles write-mostly files for write stress reduction, while background compression packs random-reading file blocks for boosted read performance. FPC exploits the out-of-place updating design in F2FS, a log-structured file system for mobile devices, for the best effect of the proposed dual-mode compression. Experimental results showed that FPC reduced the volume of total write traffic and executable file size by 26.1% and 23.7% on average, respectively, and improved the application launching time by up to 14.8%.

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BibTeX
@inproceedings {264858,
author = {Cheng Ji and Li-Pin Chang and Riwei Pan and Chao Wu and Congming Gao and Liang Shi and Tei-Wei Kuo and Chun Jason Xue},
title = {Pattern-Guided File Compression with User-Experience Enhancement for Log-Structured File System on Mobile Devices},
booktitle = {19th {USENIX} Conference on File and Storage Technologies ({FAST} 21)},
year = {2021},
isbn = {978-1-939133-20-5},
pages = {127--140},
url = {https://www.usenix.org/conference/fast21/presentation/ji},
publisher = {{USENIX} Association},
month = feb,
}

Presentation Video