An Effective Classification Approach for Big Data Security Based on GMPLSMPLS Networks

المؤلفون المشاركون

Alouneh, Sahel
Al-Hawari, Feras
Hababeh, Ismail
Ghinea, George

المصدر

Security and Communication Networks

العدد

المجلد 2018، العدد 2018 (31 ديسمبر/كانون الأول 2018)، ص ص. 1-10، 10ص.

الناشر

Hindawi Publishing Corporation

تاريخ النشر

2018-06-13

دولة النشر

مصر

عدد الصفحات

10

التخصصات الرئيسية

تكنولوجيا المعلومات وعلم الحاسوب

الملخص 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.

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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

نوع البيانات

مقالات

لغة النص

الإنجليزية

الملاحظات

Includes bibliographical references

رقم السجل

BIM-1214403