Data deduplication mechanism for cloud storage systems

被引:6
|
作者
Xu, Xiaolong [1 ]
Tu, Qun [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Coll Comp, Nanjing, Jiangsu, Peoples R China
关键词
cloud storage; deduplication; DelayDedupe; replica;
D O I
10.1109/CyberC.2015.71
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Cloud storage systems are able to provide low-cost and convenient network storage service for users, which makes them more and more popular. However, the storage pressure on cloud storage system caused by the explosive growth of data is growing by the day, especially a vast amount of redundant data waste plenty of storage space. Data deduplication can effectively reduce the size of data by eliminating redundant data in storage systems. However, current researches on data deduplication, which mainly focus on the static scenes such as the backup and archive systems, are not suitable for cloud storage system due to the dynamic nature of data. In this paper, we propose the architecture of deduplication system for cloud storage environment and give the process of avoiding duplication at the file-level and chunk-level on the client side. In the storage nodes (Snodes), DelayDedupe, a delayed target-deduplication scheme based on the chunk-level deduplication and the access frequency of chunks, are proposed to reduce the response time. Combined with replica management, this method determines whether new duplicated chunks for data modification are hot and removes the hot duplicated chucks when they aren't hot. The experiment results demonstrate that the DelayDedupe mechanism can effectively reduce the response time and achieve the storage load of Snodes more balanced.
引用
收藏
页码:286 / 294
页数:9
相关论文
共 50 条
  • [1] A Survey of Secure Data Deduplication Schemes for Cloud Storage Systems
    Shin, Youngjoo
    Koo, Dongyoung
    Hur, Junbeom
    ACM COMPUTING SURVEYS, 2017, 49 (04)
  • [2] Two-side data deduplication mechanism for non-center cloud storage systems
    Xu, Xiaolong
    Hu, Nan
    Tu, Qun
    2016 IEEE INTERNATIONAL CONFERENCE ON UBIQUITOUS WIRELESS BROADBAND (ICUWB2016), 2016,
  • [3] Dynamic Data Deduplication in Cloud Storage
    Leesakul, Waraporn
    Townend, Paul
    Xu, Jie
    2014 IEEE 8TH INTERNATIONAL SYMPOSIUM ON SERVICE ORIENTED SYSTEM ENGINEERING (SOSE), 2014, : 320 - 325
  • [4] Data Deduplication Technology for Cloud Storage
    He, Qinlu
    Bian, Genqing
    Shao, Bilin
    Zhang, Weiqi
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (05): : 1444 - 1451
  • [5] Encrypted Data Deduplication in Cloud Storage
    Fan, Chun-I
    Huang, Shi-Yuan
    Hsu, Wen-Che
    2015 10TH ASIA JOINT CONFERENCE ON INFORMATION SECURITY (ASIAJCIS), 2015, : 18 - 25
  • [6] Secure proof of storage with deduplication for cloud storage systems
    Shin, Youngjoo
    Koo, Dongyoung
    Hur, Junbeom
    Yun, Joobeom
    MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (19) : 19363 - 19378
  • [7] Leveraging Data Deduplication to Improve the Performance of Primary Storage Systems in the Cloud
    Mao, Bo
    Jiang, Hong
    Wu, Suzhen
    Tian, Lei
    IEEE TRANSACTIONS ON COMPUTERS, 2016, 65 (06) : 1775 - 1788
  • [8] Secure proof of storage with deduplication for cloud storage systems
    Youngjoo Shin
    Dongyoung Koo
    Junbeom Hur
    Joobeom Yun
    Multimedia Tools and Applications, 2017, 76 : 19363 - 19378
  • [9] Data Deduplication for Efficient Cloud Storage and Retrieval
    Misal, Rishikesh
    Perumal, Boominathan
    INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY, 2019, 16 (05) : 922 - 927
  • [10] Improving Data Availability for Deduplication in Cloud Storage
    Li, Jun
    Hou, Mengshu
    INTERNATIONAL JOURNAL OF GRID AND HIGH PERFORMANCE COMPUTING, 2018, 10 (02) : 70 - 89