An Effective Classification Approach for Big Data Security Based on GMPLSMPLS Networks
Joint Authors
Alouneh, Sahel
Al-Hawari, Feras
Hababeh, Ismail
Ghinea, George
Source
Security and Communication Networks
Issue
Vol. 2018, Issue 2018 (31 Dec. 2018), pp.1-10, 10 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2018-06-13
Country of Publication
Egypt
No. of Pages
10
Main Subjects
Information Technology and Computer Science
Abstract EN
The need for effective approaches to handle big data that is characterized by its large volume, different types, and high velocity is vital and hence has recently attracted the attention of several research groups.
This is especially the case when traditional data processing techniques and capabilities proved to be insufficient in that regard.
Another aspect that is equally important while processing big data is its security, as emphasized in this paper.
Accordingly, we propose to process big data in two different tiers.
The first tier classifies the data based on its structure and on whether security is required or not.
In contrast, the second tier analyzes and processes the data based on volume, variety, and velocity factors.
Simulation results demonstrated that using classification feedback from a MPLS/GMPLS core network proved to be key in reducing the data evaluation and processing time.
American Psychological Association (APA)
Alouneh, Sahel& Al-Hawari, Feras& Hababeh, Ismail& Ghinea, George. 2018. An Effective Classification Approach for Big Data Security Based on GMPLSMPLS Networks. Security and Communication Networks،Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1214403
Modern Language Association (MLA)
Alouneh, Sahel…[et al.]. An Effective Classification Approach for Big Data Security Based on GMPLSMPLS Networks. Security and Communication Networks No. 2018 (2018), pp.1-10.
https://search.emarefa.net/detail/BIM-1214403
American Medical Association (AMA)
Alouneh, Sahel& Al-Hawari, Feras& Hababeh, Ismail& Ghinea, George. An Effective Classification Approach for Big Data Security Based on GMPLSMPLS Networks. Security and Communication Networks. 2018. Vol. 2018, no. 2018, pp.1-10.
https://search.emarefa.net/detail/BIM-1214403
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1214403