Author:
Gupta Manish Kumar,Dwivedi Rajendra Kumar
Abstract
Hadoop Distributed File System (HDFS) is a distributed file system that allows large amounts of data to be stored and processed across multiple servers in a Hadoop cluster. HDFS also provides high throughput for data access. HDFS enables the management of vast amounts of data using commodity hardware. However, security vulnerabilities in HDFS can be manipulated for malicious purposes. This emphasizes the significance of establishing strong security measures to facilitate file sharing within Hadoop and implementing a reliable mechanism for verifying the legitimacy of shared files. The objective of this paper is to enhance the security of HDFS by utilizing a blockchain-based technique. The proposed model uses the Hyperledger Fabric platform at the enterprise level to leverage metadata of files, thereby establishing dependable security and traceability of data within HDFS. The analysis of results indicates that the proposed model incurs a slightly higher overhead compared to HDFS and requires more storage space. However, this is considered an acceptable trade-off for the improved security.
Publisher
Ediciones Universidad de Salamanca
Reference30 articles.
1. Androulaki, E., Barger, A., Bortnikov, V., Cachin, C., Christidis, K., De Caro, A., Enyeart, D., Ferris, C., Laventman, G., Manevich, Y., et al., 2018. Hyperledger Fabric: A Distributed Operating System for Permissioned Blockchains. Proceedings of the Thirteenth EuroSys Conference, Porto, April 2018, 1–15. 10.1145/3190508.319053
2. Apache hive, 2013. URL https://hive.apache.org/.
3. Aujla, G. S.; Chaudhary, R.; Kumar, N.; Das, A. K.; Rodrigues, J. J. P. C., 2018. SecSVA: Secure Storage, Verification, and Auditing of BD in the Cloud Environment. Imminent Communication Technologies for Smart Communities, pp. 78–85. 10.1109/MCOM.2018.1700379
4. Azzaoui, A. E. L.; Sharma, P. K.; Park, J. H., 2022. Blockchain-based delegated Quantum Cloud architecture for medical big data security. Journal of Network and Computer Applications, 198, 103304. 10.1016/j.jnca.2021.103304
5. BD Working Group; Cloud Security Alliance (CSA). Expanded Top Ten BD Security and Privacy, 2013, April. Available online:https://downloads.cloudsecurityalliance.org/initiatives/bdwg/Expanded_Top_Ten_Big_Data_Security_and_Privacy_Challenges.pdf (accessed on 9 December 2015).
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