Big data based self-optimization networking: A novel approach beyond cognition

A Mohajer, M Barari, H Zarrabi - Intelligent Automation & Soft …, 2017 - Taylor & Francis
… -based multicasting optimization the maximum capacity of a network is achievable and a …
presented in this paper, called Big Data based Self Optimization Networking (BD-SON) is an …

[PDF][PDF] Big data-based self optimization networking in multi carrier mobile networks

A Mohajer, M Barari, H Zarrabi - Bulletin de la Société Royale des …, 2016 - popups.uliege.be
… models of transferring data and by providing … a self-optimizing model based on Big
Data was done in two aspects which one dimension of it was related to presenting a selfoptimizing

Big data based self-optimization networking in next generation mobile networks

A Mirzaei Somarin, M Barari, H Zarrabi - Wireless Personal …, 2018 - Springer
Data in this networks require high volume, high speed, and variety, which … data management
technology called big data so, this study proposes an approach that uses a self-optimization

[PDF][PDF] A Novel Approach for Cluster Self-Optimization Using Big Data Analytics

A Mirzaei, A Rahimi - Information Systems & Telecommunication, 2019 - jist.ir
… As you can see in the architecture of the proposed self-optimization networking model (Figure
1), we need to apply at least two additional section through the architecture of current …

A self-optimizing technique based on vertical handover for load balancing in heterogeneous wireless networks using big data analytics

M Beshley, N Kryvinska, O Yaremko, H Beshley - Applied Sciences, 2021 - mdpi.com
… an algorithm for optimizing a heterogeneous network using big data technology, which is …
allows the optimization of the infrastructure to use both user and network data, which, in turn…

A coverage of self-optimization algorithm using big data analytics in WCDMA cellular networks

J Gao, X Cheng, L Xu, L Cao… - … Processing, Networking …, 2016 - books.google.com
… In this paper, an efficient coverage of optimization scheme using big data analytics is proposed
for cellular networks. The proposed scheme can improve the coverage performance by …

Big data empowered self organized networks

N Baldo, L Giupponi… - European Wireless 2014 …, 2014 - ieeexplore.ieee.org
… their effectiveness in a 5G scenario would not be sufficient to achieve the global network
optimization and operational cost reduction goals. For this reason, we foresee the advent of …

Networking for big data: A survey

S Yu, M Liu, W Dou, X Liu… - … Communications Surveys & …, 2016 - ieeexplore.ieee.org
… parts of networking for big data, aiming to present a relatively complete picture centered at the
networking … Hu, “A general communication cost optimization framework for big data stream …

Design of handover self-optimization using big data analytics

CL Lee, WS Su, KA Tang… - … 16th Asia-Pacific Network …, 2014 - ieeexplore.ieee.org
network service quality. Thus, in this paper, handover optimization is selected as the use of
big data analysis techniques to improve the service quality of the cellular network. Handover …

Self-healing in mobile networks with big data

EJ Khatib, R Barco, P Muñoz… - IEEE …, 2016 - ieeexplore.ieee.org
… fellow in self-optimization of mobile radio access networks and radio resource management.
Upon completing his Ph.D, he has continued his career at the University of Málaga as a …