Abstract
Big data is a term for data sets that are so large or complex that traditional data processing applications are inadequate to deal with them. Challenges include analysis, capture, search, sharing, storage, transfer, visualization, querying, and updating and information privacy. However, these huge data cannot easily handle since the most of CS systems are relational, and an adjustment is needed before any processing. With emergence of Big Data, new NoSQL systems come to deal with this relational data issue. So, we propose an approach to migrate historical CS data from relational to NoSQL system, and use a distributed environment containing many nodes. As experimentation, we migrate data generated by an oil and gas CS to an appropriate distributed NoSQL system, and we perform some data mining experiments on them in order to compare results and prove the obtained performance.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Kaur, K., Rani, R.: Modeling and querying data in NoSQL databases. In: BigData, 2013 IEEE International Conference. INSPEC Accession Number 13999217 (2013)
Hashem, H., Ranc, D.: An integrative Modeling of BigData Processing. Int. J. Comput. Sci. Appl. Print ISSN 0972-9038 (2014)
Sharma, V., Dave, M.: SQL and NoSQL Databases. Int. J. Adv. Res. Comput. Sci. Softw. Eng. 2(8), 2–8 (2012). ISSN:2277 128X. Research paper available: www.ijarcsse.com
Degroodt, N.: L’élasticité des bases de données sur le Cloud Computing. Master thesis in Sciences computer, FreeUniversity of Bruxelles, pp. 12–20 (2011)
Li, Y., Manoharan, S.: A performance comparison of SQL and NoSQLdatabases. In: Communications, Computers and Signal Processing, 2013 IEEE Pacific Rim Conference (2013). ISSN 1555-5798
Farhaoui, Y.: Big data and NoSQL system for control system. IJEFT 14(2) (2017)
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2018 Springer International Publishing AG
About this paper
Cite this paper
Farhaoui, Y. (2018). Big Data Analytics Applied for Control Systems. In: Ezziyyani, M., Bahaj, M., Khoukhi, F. (eds) Advanced Information Technology, Services and Systems. AIT2S 2017. Lecture Notes in Networks and Systems, vol 25. Springer, Cham. https://doi.org/10.1007/978-3-319-69137-4_36
Download citation
DOI: https://doi.org/10.1007/978-3-319-69137-4_36
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-69136-7
Online ISBN: 978-3-319-69137-4
eBook Packages: EngineeringEngineering (R0)