A survey of networking applications applying the software defined networking concept based on machine learning

Y Zhao, Y Li, X Zhang, G Geng, W Zhang, Y Sun - IEEE access, 2019 - ieeexplore.ieee.org
The main task of future networks is to build, as much as possible, intelligent networking
architectures for intellectualization, activation, and customization. Software-defined …

A survey of machine learning techniques applied to software defined networking (SDN): Research issues and challenges

J Xie, FR Yu, T Huang, R Xie, J Liu… - … Surveys & Tutorials, 2018 - ieeexplore.ieee.org
In recent years, with the rapid development of current Internet and mobile communication
technologies, the infrastructure, devices and resources in networking systems are becoming …

Artificial intelligence enabled software‐defined networking: a comprehensive overview

M Latah, L Toker - IET networks, 2019 - Wiley Online Library
Software‐defined networking (SDN) represents a promising networking architecture that
combines central management and network programmability. SDN separates the control …

Challenges and solutions in software defined networking: A survey

S Saraswat, V Agarwal, HP Gupta, R Mishra… - Journal of Network and …, 2019 - Elsevier
Abstract Software Defined Network (SDN) has become one of the most preferred solutions
for the management of large-scale complex networks. The network policies in the large …

Software defined networks: A survey

R Masoudi, A Ghaffari - Journal of Network and computer Applications, 2016 - Elsevier
As a result of the development of internet and ICT (information-centric technology) advances
including mobile, cloud, social networking, big data, multimedia and the tendency towards …

A survey on software defined networking: Architecture for next generation network

S Singh, RK Jha - Journal of Network and Systems Management, 2017 - Springer
The evolution of software defined networking (SDN) has played a significant role in the
development of next-generation networks (NGN). SDN as a programmable network having …

A survey on machine learning techniques for routing optimization in SDN

R Amin, E Rojas, A Aqdus, S Ramzan… - IEEE …, 2021 - ieeexplore.ieee.org
In conventional networks, there was a tight bond between the control plane and the data
plane. The introduction of Software-Defined Networking (SDN) separated these planes, and …

A survey and a layered taxonomy of software-defined networking

Y Jarraya, T Madi, M Debbabi - IEEE communications surveys & …, 2014 - ieeexplore.ieee.org
Software-defined networking (SDN) has recently gained unprecedented attention from
industry and research communities, and it seems unlikely that this will be attenuated in the …

A topical review on machine learning, software defined networking, internet of things applications: Research limitations and challenges

Imran, Z Ghaffar, A Alshahrani, M Fayaz, AM Alghamdi… - Electronics, 2021 - mdpi.com
In recent years, rapid development has been made to the Internet of Things communication
technologies, infrastructure, and physical resources management. These developments and …

Software-defined networking: Challenges and research opportunities for future internet

A Hakiri, A Gokhale, P Berthou, DC Schmidt… - Computer Networks, 2014 - Elsevier
Currently many aspects of the classical architecture of the Internet are etched in stone–a so
called ossification of the Internet–which has led to major obstacles in IPv6 deployment and …