Open Access Open Access  Restricted Access Subscription or Fee Access

Big Data and NoSQL system for Control Systems

Yousef FARHAOUI

Abstract



Exabytes of data are created everyday based on the generated user information over Internet. Social networks, mobile devices, emails, blogs, videos, banking transactions and others, are now establishing a new channel between the brands and their audiences. While collecting, these data are used by specific applications to provide services like real-time alarms, graph evolutions, etc. Later, these huge data are just archived, so many users hope to use them in Data Mining. However, these huge data cannot easily handled 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 approriate distributed NoSQL system, and we perform some data mining experiments on them in order to compare results and prove the obtained performance.

Full Text:

PDF

Refbacks

  • There are currently no refbacks.


Disclaimer/Regarding indexing issue:

We have provided the online access of all issues and papers to the indexing agencies (as given on journal web site). It’s depend on indexing agencies when, how and what manner they can index or not. Hence, we like to inform that on the basis of earlier indexing, we can’t predict the today or future indexing policy of third party (i.e. indexing agencies) as they have right to discontinue any journal at any time without prior information to the journal. So, please neither sends any question nor expects any answer from us on the behalf of third party i.e. indexing agencies.Hence, we will not issue any certificate or letter for indexing issue. Our role is just to provide the online access to them. So we do properly this and one can visit indexing agencies website to get the authentic information. Also: DOI is paid service which provided by a third party. We never mentioned that we go for this for our any journal. However, journal have no objection if author go directly for this paid DOI service.