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2018 | OriginalPaper | Chapter

Blockchain-Based Transaction Integrity in Distributed Big Data Marketplace

Authors : Denis Nasonov, Alexander A. Visheratin, Alexander Boukhanovsky

Published in: Computational Science – ICCS 2018

Publisher: Springer International Publishing

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Abstract

Today Big Data occupies a crucial part of scientific research areas as well as in the business analysis of large companies. Each company tries to find the best way to make generated Big Data sets valuable and profitable. However, in most cases, companies have not enough opportunities and budget to solve this complex problem. On the other hand, there are companies (i.e., in insurance or banking) that can significantly improve their business organization by applying hidden knowledge extracted from such massive data. This situation leads to the necessity of building a platform for exchange, processing, and sale of collected Big Data sets. In this paper, we propose a distributed big data platform that implements digital data marketplace based on the blockchain mechanism for data transaction integrity.

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Literature
1.
go back to reference Crosby, M., Nachiappan, Pattanayak, P., Verma, S., Kalyanaraman, V.: Blockchain Technology - Beyond Bitcoin. Berkley Engineering, p. 35 (2016) Crosby, M., Nachiappan, Pattanayak, P., Verma, S., Kalyanaraman, V.: Blockchain Technology - Beyond Bitcoin. Berkley Engineering, p. 35 (2016)
2.
go back to reference Knyazkov, K.V., Kovalchuk, S.V., Tchurov, T.N., Maryin, S.V., Boukhanovsky, A.V.: CLAVIRE: e-Science infrastructure for data-driven computing. J. Comput. Sci. 3(6), 504–510 (2012)CrossRef Knyazkov, K.V., Kovalchuk, S.V., Tchurov, T.N., Maryin, S.V., Boukhanovsky, A.V.: CLAVIRE: e-Science infrastructure for data-driven computing. J. Comput. Sci. 3(6), 504–510 (2012)CrossRef
3.
go back to reference Knyazkov, K.V., Nasonov, D.A., Tchurov, T.N., Boukhanovsky, A.V.: Interactive workflow-based infrastructure for urgent computing. Procedia Comput. Sci. 18, 2223–2232 (2013)CrossRef Knyazkov, K.V., Nasonov, D.A., Tchurov, T.N., Boukhanovsky, A.V.: Interactive workflow-based infrastructure for urgent computing. Procedia Comput. Sci. 18, 2223–2232 (2013)CrossRef
4.
go back to reference Koutroumpis, P., Leiponen, A., Thomas, L.: The (Unfulfilled) Potential of Data Marketplaces. Working Paper 2420(53) (2017) Koutroumpis, P., Leiponen, A., Thomas, L.: The (Unfulfilled) Potential of Data Marketplaces. Working Paper 2420(53) (2017)
7.
go back to reference Niyato, D., Alsheikh, M.A., Wang, P., Kim, D.I., Han, Z.: Market model and optimal pricing scheme of big data and internet of things (IoT) (2016) Niyato, D., Alsheikh, M.A., Wang, P., Kim, D.I., Han, Z.: Market model and optimal pricing scheme of big data and internet of things (IoT) (2016)
8.
go back to reference Ongaro, D., Ousterhout, J.: In search of an understandable consensus algorithm. In: Proceedings of 2014 USENIX Annual Technical Conference, USENIX ATC 2014, vol. 22, no. 2, pp. 305–320 (2014) Ongaro, D., Ousterhout, J.: In search of an understandable consensus algorithm. In: Proceedings of 2014 USENIX Annual Technical Conference, USENIX ATC 2014, vol. 22, no. 2, pp. 305–320 (2014)
9.
go back to reference Ren, X., London, P., Ziani, J., Wierman, A.: Joint data purchasing and data placement in a geo-distributed data market (2016) Ren, X., London, P., Ziani, J., Wierman, A.: Joint data purchasing and data placement in a geo-distributed data market (2016)
10.
go back to reference Wang, H., Xu, Z., Fujita, H., Liu, S.: Towards felicitous decision making: an overview on challenges and trends of big data. Inf. Sci. 367, 747–765 (2016)CrossRef Wang, H., Xu, Z., Fujita, H., Liu, S.: Towards felicitous decision making: an overview on challenges and trends of big data. Inf. Sci. 367, 747–765 (2016)CrossRef
11.
go back to reference Watanabe, H., Fujimura, S., Nakadaira, A., Miyazaki, Y., Akutsu, A., Kishigami, J.J.: Blockchain contract: a complete consensus using blockchain. In: 2015 IEEE 4th Global Conference on Consumer Electronics, GCCE 2015, pp. 577–578 (2015) Watanabe, H., Fujimura, S., Nakadaira, A., Miyazaki, Y., Akutsu, A., Kishigami, J.J.: Blockchain contract: a complete consensus using blockchain. In: 2015 IEEE 4th Global Conference on Consumer Electronics, GCCE 2015, pp. 577–578 (2015)
12.
go back to reference Zyskind, G., Nathan, O., Pentland, A.: Enigma: decentralized computation platform with guaranteed privacy, pp. 1–14 (2015) Zyskind, G., Nathan, O., Pentland, A.: Enigma: decentralized computation platform with guaranteed privacy, pp. 1–14 (2015)
13.
go back to reference Zyskind, G., Nathan, O., Pentland, A.S.: Decentralizing privacy: using blockchain to protect personal data. In: Proceedings of 2015 IEEE Security and Privacy Workshops, SPW 2015, pp. 180–184 (2015) Zyskind, G., Nathan, O., Pentland, A.S.: Decentralizing privacy: using blockchain to protect personal data. In: Proceedings of 2015 IEEE Security and Privacy Workshops, SPW 2015, pp. 180–184 (2015)
Metadata
Title
Blockchain-Based Transaction Integrity in Distributed Big Data Marketplace
Authors
Denis Nasonov
Alexander A. Visheratin
Alexander Boukhanovsky
Copyright Year
2018
DOI
https://doi.org/10.1007/978-3-319-93698-7_43

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