BlockHDFS: Blockchain-integrated Hadoop distributed file system for secure provenance traceability

被引:8
作者
Mothukuri, Viraaji [1 ]
Cheerla, Sai S. [1 ]
Parizi, Reza M. [1 ]
Zhang, Qi [2 ]
Choo, Kim-Kwang Raymond [3 ]
机构
[1] Kennesaw State Univ, Coll Comp & Software Engn, Kennesaw, GA 30144 USA
[2] IBM Thomas J Res Ctr, Yorktown Hts, NY 10598 USA
[3] Univ Texas San Antonio, Dept Informat Syst & Cyber Secur, San Antonio, TX 78249 USA
来源
BLOCKCHAIN-RESEARCH AND APPLICATIONS | 2021年 / 2卷 / 04期
关键词
Big data; Hadoop; Blockchain; Hyperledger fabric; Hadoop distributed file system (HDFS); Traceability; Security; Privacy;
D O I
10.1016/j.bcra.2021.100032
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Hadoop Distributed File System (HDFS) is one of the widely used distributed file systems in big data analysis for frameworks such as Hadoop. HDFS allows one to manage large volumes of data using low-cost commodity hardware. However, vulnerabilities in HDFS can be exploited for nefarious activities. This reinforces the importance of ensuring robust security to facilitate file sharing in Hadoop as well as having a trusted mechanism to check the authenticity of shared files. This is the focus of this paper, where we aim to improve the security of HDFS using a blockchain-enabled approach (hereafter referred to as BlockHDFS). Specifically, the proposed BlockHDFS uses the enterprise-level Hyperledger Fabric platform to capitalize on files' metadata for building trusted data security and traceability in HDFS.
引用
收藏
页数:7
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