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Freezing-based Memory and Process Co-design for User Experience on Resource-limited Mobile Devices

  • Changlong Li*
  • , Zongwei Zhu
  • , Chun Jason Xue
  • , Yu Liang
  • , Rachata Ausavarungnirun
  • , Liang Shi
  • , Xuehai Zhou
  • *此作品的通讯作者
  • Jianghuai Advance Technology Center
  • Hardware/software Co-Design Technology and Application Engineering Research Center
  • University of Science and Technology of China
  • Mohamed Bin Zayed University of Artificial Intelligence
  • Swiss Federal Institute of Technology Zurich
  • King Mongkut's University of Technology North Bangkok

科研成果: 期刊稿件文章同行评审

摘要

Mobile devices with limited resources are prevalent, as they have a relatively low price. Providing a good user experience with limited resources has been a big challenge. This work finds that foreground applications are often unexpectedly interfered by background applications’ memory activities. Improving user experience on resource-limited mobile devices calls for a strong collaboration between memory and process management. This article proposes Ice, a framework to optimize the user experience on resource-limited mobile devices. With Ice, processes that will cause frequent refaults in the background are identified and frozen accordingly. The frozen application will be thawed when memory condition allows. Based on the proposed Ice, this work shows that the refault can be further reduced by revisiting the LRU lists in the original kernel with app-freezing awareness (called Ice+). Evaluation of resource-limited mobile devices demonstrates that the user experience is effectively improved with Ice. Specifically, Ice boosts the frame rate by 1.57x on average over the state of the art. The frame rate is further enhanced by 5.14%

源语言英语
文章编号1
期刊ACM Transactions on Computer Systems
43
1-2
DOI
出版状态已出版 - 12 4月 2025

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