Skip to main content
Top
Published in: Automatic Control and Computer Sciences 8/2022

01-12-2022

Applying Distributed Ledger Technology to Auditing and Incident Investigation in Big Data Processing Systems

Authors: M. A. Poltavtseva, V. A. Torgov

Published in: Automatic Control and Computer Sciences | Issue 8/2022

Login to get access

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract—

In this work, the problem of ensuring the auditing of granular transformations in heterogeneous big data processing systems is considered. Distributed ledger technology is proposed for tracking transformations of data fragments. Technological options for solving this problem are compared, and analytical and experimental estimates and recommendations on how to apply the results of the study are given. Unlike other similar works, the application of various types of distributed ledger technology is considered and the requirement for multiplatformity is included for the problem to be solved. The proposed solution is universal and can be used in heterogeneous multiplatform big data processing systems.
Literature
12.
go back to reference Patil, S.S. and Puranik, Y.L., Blockchain technology, Int. J. Trend Sci. Res. Dev., 2019, vol. 3, no. 4, pp. 573–574. www.researchgate.net/publication/334123583_Blockchain_Technology. Patil, S.S. and Puranik, Y.L., Blockchain technology, Int. J. Trend Sci. Res. Dev., 2019, vol. 3, no. 4, pp. 573–574. www.researchgate.net/publication/334123583_Blockchain_Technology.
13.
go back to reference Popov, S., The Tangle, IOTA, 2021. https://assets.ctfassets.net/r1dr6vzfxhev/2t4uxvsIqk0EUau6g2sw0g/ 45eae33637ca92f85dd9f. Cited July 25, 2021. Popov, S., The Tangle, IOTA, 2021. https://​assets.​ctfassets.​net/​r1dr6vzfxhev/​2t4uxvsIqk0EUau6​g2sw0g/​ 45eae33637ca92f85dd9f. Cited July 25, 2021.
16.
go back to reference El Ioini, N. and Pahl, C., Review of distributed ledger technologies, On the Move to Meaningful Internet Systems. OTM 2018 Conf., Panetto, H., Debruyne, C., Proper, H., Ardagna, C., Roman, D., and Meersman, R., Eds., Lecture Notes in Computer Science, vol. 11230, Cham: Springer, 2018, pp. 277–288. https://doi.org/10.1007/978-3-030-02671-4_16 El Ioini, N. and Pahl, C., Review of distributed ledger technologies, On the Move to Meaningful Internet Systems. OTM 2018 Conf., Panetto, H., Debruyne, C., Proper, H., Ardagna, C., Roman, D., and Meersman, R., Eds., Lecture Notes in Computer Science, vol. 11230, Cham: Springer, 2018, pp. 277–288.  https://​doi.​org/​10.​1007/​978-3-030-02671-4_​16
18.
go back to reference Aumasson, J.P. and Meier, W., Zero-sum distinguishers for reduced Keccak-f and for the core functions of Luffa and Hamsi, Rump Session of Cryptographic Hardware and Embedded Systems-CHES, 2009, p. 67. Aumasson, J.P. and Meier, W., Zero-sum distinguishers for reduced Keccak-f and for the core functions of Luffa and Hamsi, Rump Session of Cryptographic Hardware and Embedded Systems-CHES, 2009, p. 67.
20.
go back to reference Hedera: Official Documentation. https://www.hedera.com/learning/what-is-hashgraph-consensus. Cited July 25, 2021. Hedera: Official Documentation. https://​www.​hedera.​com/​learning/​what-is-hashgraph-consensus.​ Cited July 25, 2021.
21.
go back to reference Baird, L., The swirlds hashgraph consensus algorithm: Fair, fast, byzantine fault tolerance, Technical Report SWORLDS-TR-2016, Swirlds, 2016. Baird, L., The swirlds hashgraph consensus algorithm: Fair, fast, byzantine fault tolerance, Technical Report SWORLDS-TR-2016, Swirlds, 2016.
Metadata
Title
Applying Distributed Ledger Technology to Auditing and Incident Investigation in Big Data Processing Systems
Authors
M. A. Poltavtseva
V. A. Torgov
Publication date
01-12-2022
Publisher
Pleiades Publishing
Published in
Automatic Control and Computer Sciences / Issue 8/2022
Print ISSN: 0146-4116
Electronic ISSN: 1558-108X
DOI
https://doi.org/10.3103/S0146411622080193

Other articles of this Issue 8/2022

Automatic Control and Computer Sciences 8/2022 Go to the issue