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CacheTrimmer: Adaptive Cache File Trimming for Optimized Performance and Lifetime on Mobile Devices

  • Yi Zhang
  • , Yunpeng Song
  • , Wentong Li
  • , Yiyang Huang
  • , Dingcui Yu
  • , Mengyang Ma
  • , Liang Shi*
  • *此作品的通讯作者
  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Mobile devices always cache numerous files during application runtime, which can be trimmed to improve the user experience. However, existing cache file trimming methods are unaware of the cleaning cost within the file system and storage devices, which degrades the system performance and storage lifetime, resulting in low benefits of trimming cache files. Motivated by this, an adaptive cache file trimming (CacheTrimmer) scheme is proposed to trim cache files for performance and lifetime improvement. The basic idea is to determine the trimming timing based on the cleaning cost of the file system and storage device, maximizing the benefit of trimming cache files. Specifically, CacheTrimmer includes two components: First, a cleaning cost-aware trimming method is proposed to trim cache files by recording the index information of cache files in a list and determining the timing and size of file trimming. Second, to avoid trimming-induced intra-segment fragmentation and improve trimming efficiency, a log-structured cache scheme is further proposed to maintain the cache files in separate segments. We prototype CacheTrimmer with a real mobile platform. Experimental results under real workloads show that CacheTrimmer achieves encourage performance and lifetime improvement compared to the state-of-the-art.

源语言英语
主期刊名Proceedings - 2024 IEEE 42nd International Conference on Computer Design, ICCD 2024
出版商Institute of Electrical and Electronics Engineers Inc.
575-582
页数8
ISBN(电子版)9798350380408
DOI
出版状态已出版 - 2024
活动42nd IEEE International Conference on Computer Design, ICCD 2024 - Milan, 意大利
期限: 18 11月 202420 11月 2024

出版系列

姓名Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors
ISSN(印刷版)1063-6404

会议

会议42nd IEEE International Conference on Computer Design, ICCD 2024
国家/地区意大利
Milan
时期18/11/2420/11/24

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