Skip to main navigation Skip to search Skip to main content

Heterogeneous data storage management with deduplication in cloud computing

  • Xidian University
  • Aalto University

Research output: Contribution to journalArticlepeer-review

47 Scopus citations

Abstract

Cloud storage as one of the most important services of cloud computing helps cloud users break the bottleneck of restricted resources and expand their storage without upgrading their devices. In order to guarantee the security and privacy of cloud users, data are always outsourced in an encrypted form. However, encrypted data could incur much waste of cloud storage and complicate data sharing among authorized users. We are still facing challenges on encrypted data storage and management with deduplication. Traditional deduplication schemes always focus on specific application scenarios, in which the deduplication is completely controlled by either data owners or cloud servers. They cannot flexibly satisfy various demands of data owners according to the level of data sensitivity. In this paper, we propose a heterogeneous data storage management scheme, which flexibly offers both deduplication management and access control at the same time across multiple Cloud Service Providers (CSPs). We evaluate its performance with security analysis, comparison and implementation. The results show its security, effectiveness and efficiency towards potential practical usage.

Original languageEnglish
Article number7919246
Pages (from-to)393-407
Number of pages15
JournalIEEE Transactions on Big Data
Volume5
Issue number3
DOIs
StatePublished - 1 Jul 2019

Keywords

  • Access control
  • Cloud computing
  • Data deduplication
  • Storage management

Fingerprint

Dive into the research topics of 'Heterogeneous data storage management with deduplication in cloud computing'. Together they form a unique fingerprint.

Cite this