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 …

Application-aware QoS routing in SDNs using machine learning techniques

W Zheng, M Yang, C Zhang, Y Zheng, Y Wu… - Peer-to-Peer Networking …, 2022 - Springer
Abstract Software Defined Networking has become an efficient and promising means for
overcoming the limitations of traditional networks, eg, by guaranteeing the corresponding …

Transformer based traffic flow forecasting in SDN-VANET

AA Shuvro, MS Khan, M Rahman, F Hussain… - IEEE …, 2023 - ieeexplore.ieee.org
Intelligent Transportation System (ITS) provides services for proper traffic assistance. ITS
helps in creating a transportation system that is smart, safe and efficient. Vehicular Ad-hoc …

Designing a course and infrastructure for teaching software‐defined networking

J Šuh, Ž Bojović, M Despotović‐Zrakić… - Computer …, 2017 - Wiley Online Library
Software‐defined networking (SDN) is an emerging technology that allows efficient and
flexible management of networking equipment through standard interfaces. In order to …

Software defined networking for smart grid communications and security challenges

MU Shaileshwari, KS Nandini Prasad… - … 2017: Compendium of …, 2018 - Springer
With the aim of empowering smarter energy usage and integration of renewable distributed
energy resources (DERs), smart grid has been proposed as an evolution of the current …

Vanet FDIA Solutions using Blockchain Based IPFS-Trust Management System with ML SVR Model

P Grover, SK Prasad - 2023 - researchsquare.com
Abstract The Internet of Vehicles (IoV) is the next phase in the evolution of vehicular ad hoc
networks (VANETs). Multiple types of Smart Networks exists in our surrounding. ie, Wireless …

SDN-based Time Series Traffic Flow Forecasting in VANET

AA Shuvro, MS Khan, M Rahman - 2022 - 103.82.172.44
Intelligent Transportation Systems (ITS) provides services for proper traffic assistance.
Vehicular Ad-hoc Network (VANET) provides internet connectivity to vehicles and helps in …

Attack Modeling and Risk Assessments in Software Defined networking (SDN)

T Frankeline - 2019 - diva-portal.org
Abstract Software Defined Networking (SDN) is a technology which provides a network
architecture with three distinct layers that is, the application layer which is made up of SDN …

A Comprehensive Survey of Promising Applications Based on Software Defined Network

AK Sandhu, RS Batth - Think India Journal, 2019 - thinkindiaquarterly.org
Today's networks are quite static, dedicated to single services and slow to change. With the
increasing demands of users the traditional network is lacking the ability to fulfill the …

[PDF][PDF] Software-Defined Network-A New Approach

AP Patel, VP Patel, MA Mishra, KD Patel, PA Patel - academia.edu
The fundamental traditional network is static in static thus it does not provide the user the
facility to control the network as well as new innovation window becomes too narrow with …