Data Deduplication in Cloud Computing Systems

被引：0
|
作者：
Shang, Yingdan [1 ,2 ]
Li, Huiba [3 ]
机构：
[1] Natl Univ Def Technol, Unit 96616, Beijing, Peoples R China
[2] Natl Univ Def Technol, Natl Lab Parallel & Distributed Proc, Beijing, Peoples R China
[3] Natl Univ Def Technol, Natl Lab Parallel & Distributed Proc, Changsha, Peoples R China
来源：
PROCEEDINGS OF THE 1ST INTERNATIONAL WORKSHOP ON CLOUD COMPUTING AND INFORMATION SECURITY (CCIS 2013) | 2013年 / 52卷
基金：
国家高技术研究发展计划(863计划);
关键词：
data deduplication; cloud system; distributed processing;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Cloud computing is a paradigm shift in the Internet technology. Data deduplication can save storage space and reduce the amount of bandwidth of data transfer. There always exists a trade-off between deduplcation efficiency and system performance since data deduplication also brings high system overhead. We analysed several latest studies on adopting data deduplcation technique to cloud system and pointed out the shortcomings of these existing work. From the result, we proposed several challenges and discuss the corresponding possible solution. We expect that our suggestions would achieve high deduplication efficiency and maintain a reasonable storage throughput.
引用
收藏
页码：483 / 486
页数：4
相关论文
共 50 条
  • [21] 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
  • [22] 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
  • [23] A secure privacy preserving deduplication scheme for cloud computing
    Fan, Yongkai
    Lin, Xiaodong
    Liang, Wei
    Tan, Gang
    Nanda, Priyadarsi
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 101 : 127 - 135
  • [24] QuickDedup: Efficient VM deduplication in cloud computing environments
    Saharan, Shweta
    Somani, Gaurav
    Gupta, Gaurav
    Verma, Robin
    Gaur, Manoj Singh
    Buyya, Rajkumar
    JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING, 2020, 139 : 18 - 31
  • [25] Survey on Secret Sharing Scheme with Deduplication in Cloud Computing
    Dharani, P.
    Berlin, M. A.
    PROCEEDINGS OF 2015 IEEE 9TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS AND CONTROL (ISCO), 2015,
  • [26] Data Deduplication Technology for Cloud Storage
    He, Qinlu
    Bian, Genqing
    Shao, Bilin
    Zhang, Weiqi
    TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2020, 27 (05): : 1444 - 1451
  • [27] 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
  • [28] Deduplication on Encrypted Big Data in Cloud
    Yan, Zheng
    Ding, Wenxiu
    Yu, Xixun
    Zhu, Haiqi
    Deng, Robert H.
    IEEE Transactions on Big Data, 2016, 2 (02): : 138 - 150
  • [29] Hybrid Data Deduplication in Cloud Environment
    Fan, Chun-I
    Huang, Shi-Yuan
    Hsu, Wen-Che
    THIRD INTERNATIONAL CONFERENCE ON INFORMATION SECURITY AND INTELLIGENT CONTROL (ISIC 2012), 2012, : 174 - 177
  • [30] Static Memory Deduplication for Performance Optimization in Cloud Computing
    Jia, Gangyong
    Han, Guangjie
    Wang, Hao
    Yang, Xuan
    SENSORS, 2017, 17 (05)
12345