QuickSync: Improving Synchronization Efficiency for Mobile Cloud Storage Services

被引:23
|
作者
Cui, Yong [1 ]
Lai, Zeqi [1 ]
Wang, Xin [2 ]
Dai, Ningwei [1 ]
机构
[1] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[2] SUNY Stony Brook, Dept Elect & Comp Engn, Stony Brook, NY 11794 USA
基金
美国国家科学基金会;
关键词
Mobile cloud storage; mobile networks; measurement; synchronization efficiency;
D O I
10.1109/TMC.2017.2693370
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mobile cloud storage services have gained phenomenal success in recent few years. In this paper, we identify, analyze, and address the synchronization (sync) inefficiency problem of modern mobile cloud storage services. Our measurement results demonstrate that existing commercial sync services fail to make full use of available bandwidth, and generate a large amount of unnecessary sync traffic in certain circumstances even though the incremental sync is implemented. For example, a minor document editing process in Dropbox may result in sync traffic 10 times that of the modification. These issues are caused by the inherent limitations of the sync protocol and the distributed architecture. Based on our findings, we propose QuickSync, a system with three novel techniques to improve the sync efficiency for mobile cloud storage services, and build the system on two commercial sync services. Our experimental results using representative workloads show that QuickSync is able to reduce up to 73.1 percent sync time in our experiment settings.
引用
收藏
页码:3513 / 3526
页数:14
相关论文
共 50 条
  • [1] QuickSync: Improving Synchronization Efficiency for Mobile Cloud Storage Services
    Cui, Yong
    Lai, Zeqi
    Wang, Xin
    Dai, Ningwei
    Miao, Congcong
    [J]. MOBICOM '15: PROCEEDINGS OF THE 21ST ANNUAL INTERNATIONAL CONFERENCE ON MOBILE COMPUTING AND NETWORKING, 2015, : 592 - 603
  • [2] An Efficient Delta Synchronization Algorithm for Mobile Cloud Storage Applications
    Lee, Giwon
    Ko, Haneul
    Pack, Sangheon
    [J]. IEEE TRANSACTIONS ON SERVICES COMPUTING, 2017, 10 (03) : 341 - 351
  • [3] Improving Data Services of Mobile Cloud Storage with Support for Large Data Objects using OpenStack Swift
    Nandyal, Aslam B.
    Rafi, Mohammed
    Siddappa, M.
    Sathish, Babu B.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2021, 12 (06) : 866 - 876
  • [4] Improving efficiency of remote data audit for cloud storage
    Fan, Kuan
    Liu, Mingxi
    Shi, Wenbo
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2019, 13 (04) : 2198 - 2222
  • [5] Understanding and Surpassing Dropbox: Efficient Incremental Synchronization in Cloud Storage Services
    Li, Shenglong
    Zhang, Quanlu
    Yang, Zhi
    Dai, Yafei
    [J]. 2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2015,
  • [6] A File Synchronization Framework Based on Rsync Protocol for Cloud Storage Services
    Lim, Mingyu
    [J]. Transactions of the Korean Institute of Electrical Engineers, 2022, 71 (08): : 1164 - 1175
  • [7] Towards Web-based Delta Synchronization for Cloud Storage Services
    Xiao, He
    Li, Zhenhua
    Zhai, Ennan
    Xu, Tianyin
    Li, Yang
    Liu, Yunhao
    Zhang, Quanlu
    Liu, Yao
    [J]. PROCEEDINGS OF THE 16TH USENIX CONFERENCE ON FILE AND STORAGE TECHNOLOGIES, 2018, : 155 - 168
  • [8] Cloud storage services for file synchronization and sharing in science, education and research
    Moscicki, Jakub T.
    Mascetti, Luca
    [J]. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2018, 78 : 1052 - 1054
  • [9] EdgeCourier: An Edge-hosted Personal Service for Low-bandwidth Document Synchronization in Mobile Cloud Storage Services
    Hao, Pengzhan
    Bai, Yongshu
    Zhang, Xin
    Zhang, Yifan
    [J]. SEC 2017: 2017 THE SECOND ACM/IEEE SYMPOSIUM ON EDGE COMPUTING (SEC'17), 2017,
  • [10] A New Steganography Protocol for Improving Security of Cloud Storage Services
    Murakami, Kazuki
    Zhao, Qiangfu
    Hanyu, Ryota
    [J]. 2014 IEEE INTERNATIONAL SYMPOSIUM ON INDEPENDENT COMPUTING (ISIC), 2014, : 50 - 55