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학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
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논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2015.8
- 수록면
- 915 - 924 (10page)
이용수
초록· 키워드
오류제보하기
With growing popularity of cloud computing services, users can more easily manage massive amount of data by outsourcing them to the cloud, or more efficiently analyse large amount of data by leveraging IT infrastructure provided by the cloud. This, however, brings the security concerns of sensitive data. To provide data security, it is essential to encrypt sensitive data before uploading it to cloud computing services. Although data encryption helps provide data security, it negatively affects the performance of massive data analytics because it forbids the use of index and mathematical operation on encrypted data. Thus, in this paper, we propose a novel algorithm which enables to efficiently process a large amount of encrypted data. In particular, we propose a novel top-k processing algorithm on the massive amount of encrypted data in the cloud computing environments, and verify the performance of the proposed approach with real data experiments.
목차
ABSTRACT
1. 서론
2. 문제 정의 및 배경 지식
3. 클라우드에서의 TOP-K 질의 처리
4. 실험
5. 결론
REFERENCE
참고문헌 (14)
참고문헌 신청
[학술대회논문] - C. Orencik / 2012 / Efficient and Secure Ranked Multi-keyword Search on Encrypted Cloud Data / Proceedings of the 2012 Joint EDBT/ ICDT Workshops : 186 ~ 195
[학술대회논문] - Z. Xu / 2012 / Efficient Multi-Keyword Ranked Query on Encrypted Data in the Cloud / Proceeding of IEEE 18th International Conference on Parallel and Distributed Systems : 244 ~ 251
[학술대회논문] - C. Wang / 2012 / Secure Ranked Keyword Search over Encrypted Cloud Data / Proceedings of IEEE 30th International Conference on Distributed Computing Systems : 253 ~ 262
[학술지(정기간행물)] - K. S. Candan / 2010 / RanKloud : Scalable Multimedia Data Processing in Server Clusters / IEEE MultiMedia 18 (1) : 64 ~ 77
[학술대회논문] - C. Doulkeridis / 2012 / On Saying "Enough Already! in MapReduce / Proceeding of the 1st International Workshop on Cloud Intelligence
[학술대회논문] - Z. Xu / 2012 / Efficient Multi-Keyword Ranked Query on Encrypted Data in the Cloud / Proceeding of IEEE 18th International Conference on Parallel and Distributed Systems : 244 ~ 251
[학술대회논문] - C. Wang / 2012 / Secure Ranked Keyword Search over Encrypted Cloud Data / Proceedings of IEEE 30th International Conference on Distributed Computing Systems : 253 ~ 262
[학술지(정기간행물)] - K. S. Candan / 2010 / RanKloud : Scalable Multimedia Data Processing in Server Clusters / IEEE MultiMedia 18 (1) : 64 ~ 77
[학술대회논문] - C. Doulkeridis / 2012 / On Saying "Enough Already! in MapReduce / Proceeding of the 1st International Workshop on Cloud Intelligence
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UCI(KEPA) : I410-ECN-0101-2016-004-001846992