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 …

[PDF][PDF] An AI-Assisted Cyber Attack Detection Framework for Software Defined Mobile Networks

G Catania, L Ganga, S Milardo, G Morabito… - NATO Science and …, 2018 - sto.nato.int
In this work we demonstrate how artificial intelligence (AI) can be used to support network
managers in detecting and handling cyber-attacks to mobile networks. More specifically, we …

A genetic algorithm for dynamic controller placement in software defined networking

S Champagne, T Makanju, C Yao… - Proceedings of the …, 2018 - dl.acm.org
The Software Defined Networking paradigm has enabled dynamic configuration and control
of large networks. Although the division of the control and data planes on networks has lead …

SDNRoute: Integrated system supporting routing in software defined networks

P Boryło, P Chołda, J Domżał, P Jaglarz… - 2017 19th …, 2017 - ieeexplore.ieee.org
In this paper we introduce the SDNRoute system which aims to support routing decisions in
Software Defined Networks. Such a system is especially important in the context of the SDN …

From reactive to predictive flow instantiation: An artificial neural network approach to the sd-iot

S Milardo, A Venkatasubramanian… - … Wireless 2018; 24th …, 2018 - ieeexplore.ieee.org
The Software Defined Networking paradigm (SDN) is recognized as one of the main forces
that can simplify the management of wired and wireless networks. Most of the effort, so far …

Reduction of table flow occupancy and packet loss detection in SDN switch

S VijayGokul, JDR Vivek, BN Kumaar… - Journal of Physics …, 2019 - iopscience.iop.org
Abstract Software Defined Networking (SDN) facilitating network management and
monitoring experiences some inevitable problems which affects the performance in terms of …

[PDF][PDF] A software defined approach to the internet of things: From wireless sensor networks to network operating systems

S Milardo, CM Tinnirello, CM Palazzo - 2018 - iris.unipa.it
Di recente il mondo delle reti di telecomunicazioni è stato caratterizzato dall'emergere del
paradigma di Networking Software Defined (SDN). Grazie a questo approccio è possibile …

[PDF][PDF] Software defi

M Lahare - Research Journal of Computer and Information … - isca.me
The traditional network needs to change the entire affe many questions have been raised on
the scalability an maintain pace with the increasing demands. complex networks. Open-flow …