DISC: Query Processing on the Cloud Service Provider for Dynamic Spatial Databases

被引:3
|
作者
Talha, Ayesha M. [1 ]
Kamel, Ibrahim [1 ]
Al Aghbari, Zaher [1 ]
机构
[1] Univ Sharjah, Sharjah, U Arab Emirates
关键词
Data outsourcing; Spatial queries; Encryption; Dynamic updates; SCHEME;
D O I
10.1109/BigMM.2017.24
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Spatial database outsourcing to the cloud allows data owners to take advantage of its cost-effective model with features such as scalability and high computing power. To protect the privacy of outsourced data, cloud service providers should not be able to view or use the data. This paper proposes DISC, a retrieval scheme to answer range queries over databases on the Cloud Service Provider. DISC protects the confidentiality and supports dynamic updates on the outsourced data. To be able to support queries and updates on the Cloud Service Provider, the database index is encrypted using Order-Preserving Encryption. This way, DISC achieves a balance between efficient query execution and data confidentiality in a cloud environment. The security analysis section studies the confidentiality provided by DISC. The experimental evaluation shows that the proposed scheme has a lower communication cost in comparison to existing cloud retrieval schemes.
引用
收藏
页码:318 / 321
页数:4
相关论文
共 50 条
  • [1] Dynamic spatial index for efficient query processing on the cloud
    Ibrahim Kamel
    Ayesha M. Talha
    Zaher Al Aghbari
    [J]. Journal of Cloud Computing, 6
  • [2] Dynamic spatial index for efficient query processing on the cloud
    Kamel, Ibrahim
    Talha, Ayesha M.
    Al Aghbari, Zaher
    [J]. JOURNAL OF CLOUD COMPUTING-ADVANCES SYSTEMS AND APPLICATIONS, 2017, 6
  • [3] Elasticity in Cloud Databases and Their Query Processing
    Graefe, Goetz
    Nica, Anisoara
    Stolze, Knut
    Neumann, Thomas
    Eavis, Todd
    Petrov, Ilia
    Pourabbas, Elaheh
    Fekete, David
    [J]. INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 2013, 9 (02) : 1 - 20
  • [4] A solution of spatial query processing and query optimization for spatial databases
    YUAN Jie 1
    2. Department of Intelligence Science
    3. Beijing Institute of Surveying and Mapping
    [J]. 重庆邮电大学学报(自然科学版), 2004, (05) : 165 - 172
  • [5] Spatial query processing on distributed databases
    [J]. 1600, Springer Science and Business Media Deutschland GmbH (20):
  • [6] Query processing in spatial databases containing obstacles
    Zhang, J
    Papadias, D
    Mouratidis, K
    Manli, Z
    [J]. INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE, 2005, 19 (10) : 1091 - 1111
  • [7] Surrounding Join Query Processing in Spatial Databases
    Li, Lingxiao
    Taniar, David
    Indrawan-Santiago, Maria
    Shao, Zhou
    [J]. DATABASES THEORY AND APPLICATIONS, ADC 2017, 2017, 10538 : 17 - 28
  • [8] Facilitating Secure Query Processing on Encrypted Databases on the Cloud
    Ben Omran, Osama M.
    Panda, Brajendra
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON SMART CLOUD (SMARTCLOUD), 2016, : 307 - 312
  • [9] Approximate range query processing in spatial network databases
    Haidar AL-Khalidi
    Zainab Abbas
    Maytham Safar
    [J]. Multimedia Systems, 2013, 19 : 151 - 161
  • [10] Approximate range query processing in spatial network databases
    AL-Khalidi, Haidar
    Abbas, Zainab
    Safar, Maytham
    [J]. MULTIMEDIA SYSTEMS, 2013, 19 (02) : 151 - 161