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Smartphone application delay optimizations

Published: 11 June 2014 Publication History

Abstract

Despite the rapid hardware upgrades, current smartphones suffer various unpredictable delays during operation, e.g., when launching an app, leading to poor user experience. In this work, we investigate the behavior of reads and writes in smartphones. We conduct the first large-scale measurement study on the I/O delay of Android using the data collected from our Android app running on 1009 devices within 130 days. Among other factors, we observe that reads experience up to 626% slowdown when blocked by concurrent writes for certain workloads. We use this obtained knowledge to design a pilot solution called SmartIO that reduces application delays by prioritizing reads over writes. SmartIO is implemented on the Android platform and evaluated extensively on several groups of popular applications. The results show that our system reduces launch delays by up to 37.8%, and run-time delays by up to 29.6%.

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D. T. Nguyen. Evaluating impact of storage on smartphone energy efficiency. In Proc. of ACM UbiComp, 2013.
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D. T. Nguyen, G. Zhou, X. Qi, G. Peng, J. Zhao, T. Nguyen, and D. Le. Storage-aware smartphone energy savings. In Proc. of ACM UbiComp, 2013.
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D. T. Nguyen, G. Zhou, and G. Xing. Poster: Towards reducing smartphone application delay through read/write isolation. In Proc. of ACM MobiSys, 2014.
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D. T. Nguyen, G. Zhou, and G. Xing. Video: Study of storage impact on smartphone application delay. In Proc. of ACM MobiSys, 2014.
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A. Parate, M. Böhmer, D. Chu, D. Ganesan, and B. M. Marlin. Practical prediction and prefetch for faster access to applications on mobile. In Proc. of ACM UbiComp, 2013.
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Cited By

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  • (2014)Improving smartphone responsiveness through I/O optimizationsProceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication10.1145/2638728.2638841(337-342)Online publication date: 13-Sep-2014
  • (2014)Smartphone application launch with smarter schedulingProceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication10.1145/2638728.2638763(131-134)Online publication date: 13-Sep-2014
  • (2014)VideoProceedings of the 12th annual international conference on Mobile systems, applications, and services10.1145/2594368.2602431(389-389)Online publication date: 2-Jun-2014

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  1. Smartphone application delay optimizations

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    cover image ACM Conferences
    PhD forum '14: Proceedings of the 2014 workshop on PhD forum
    June 2014
    24 pages
    ISBN:9781450329408
    DOI:10.1145/2611166
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    New York, NY, United States

    Publication History

    Published: 11 June 2014

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    Author Tags

    1. app launch
    2. i/o optimizations
    3. smartphone app delay

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    PhD forum '14 Paper Acceptance Rate 8 of 8 submissions, 100%;
    Overall Acceptance Rate 20 of 20 submissions, 100%

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    • (2014)Improving smartphone responsiveness through I/O optimizationsProceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication10.1145/2638728.2638841(337-342)Online publication date: 13-Sep-2014
    • (2014)Smartphone application launch with smarter schedulingProceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing: Adjunct Publication10.1145/2638728.2638763(131-134)Online publication date: 13-Sep-2014
    • (2014)VideoProceedings of the 12th annual international conference on Mobile systems, applications, and services10.1145/2594368.2602431(389-389)Online publication date: 2-Jun-2014

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