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
  • [21] On efficient mutual nearest neighbor query processing in spatial databases
    Gao, Yunjun
    Zheng, Baihua
    Chen, Gencai
    Li, Qing
    [J]. DATA & KNOWLEDGE ENGINEERING, 2009, 68 (08) : 705 - 727
  • [22] Facilitating Secure and Efficient Spatial Query Processing on the Cloud
    Talha, Ayesha
    Kamel, Ibrahim
    Al Aghbari, Zaher
    [J]. IEEE TRANSACTIONS ON CLOUD COMPUTING, 2019, 7 (04) : 988 - 1001
  • [23] The subspace global skyline query processing over dynamic databases
    Mei Bai
    Junchang Xin
    Guoren Wang
    Xite Wang
    Roger Zimmermann
    [J]. World Wide Web, 2017, 20 : 291 - 324
  • [24] The subspace global skyline query processing over dynamic databases
    Bai, Mei
    Xin, Junchang
    Wang, Guoren
    Wang, Xite
    Zimmermann, Roger
    [J]. WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS, 2017, 20 (02): : 291 - 324
  • [25] Multiple k nearest neighbor query processing in spatial network databases
    Huang, Xuegang
    Jensen, Christian S.
    Saltenis, Simonas
    [J]. ADVANCES IN DATABASES AND INFORMATION SYSTEMS, PROCEEDINGS, 2006, 4152 : 266 - 281
  • [26] Query processing for RDF databases
    [J]. 1600, Springer Verlag (8714):
  • [27] Query Processing for RDF Databases
    Kaoudi, Zoi
    Kementsietsidis, Anastasios
    [J]. REASONING WEB: REASONING ON THE WEB IN THE BIG DATA ERA, 2014, 8714 : 141 - +
  • [28] Enhanced query processing over semantic cache for cloud based relational databases
    Ahmad, Munir
    Qadir, Muhammad Abdul
    Rahman, Atta
    Zagrouba, Rachid
    Alhaidari, Fahd
    Ali, Tariq
    Zahid, Farzana
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2020, 14 (5) : 5853 - 5871
  • [29] Scalable Query Processing and Query Engines over Cloud Databases: Models, Paradigms, Techniques, Future Challenges
    Cuzzocrea, Alfredo
    [J]. 33RD INTERNATIONAL CONFERENCE ON SCIENTIFIC AND STATISTICAL DATABASE MANAGEMENT (SSDBM 2021), 2020, : 272 - 275
  • [30] Frequency-based Constraint Relaxation for Private Query Processing in Cloud Databases
    Kawamoto, Junpei
    Gillett, Patricia L.
    [J]. 2014 IEEE 27TH CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING (CCECE), 2014,