A survey on machine learning techniques for routing optimization in SDN
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 …
plane. The introduction of Software-Defined Networking (SDN) separated these planes, and …
[HTML][HTML] Reinforcement learning-based routing protocols in vehicular ad hoc networks for intelligent transport system (its): A survey
J Lansky, AM Rahmani, M Hosseinzadeh - Mathematics, 2022 - mdpi.com
Today, the use of safety solutions in Intelligent Transportation Systems (ITS) is a serious
challenge because of novel progress in wireless technologies and the high number of road …
challenge because of novel progress in wireless technologies and the high number of road …
Topology-Aware Resilient Routing Protocol for FANETs: An Adaptive Q-Learning Approach
Flying ad hoc networks (FANETs) play a crucial role in numerous military and civil
applications since it shortens mission duration and enhances coverage significantly …
applications since it shortens mission duration and enhances coverage significantly …
Reliable and Scalable Routing Under Hybrid SDVN Architecture: A Graph Learning Based Method
Greedy routing efficiently achieves routing solutions for vehicular networks due to its
simplicity and reliability. However, the existing greedy routing algorithms have mainly …
simplicity and reliability. However, the existing greedy routing algorithms have mainly …
SDN-Based VANET Routing: A Comprehensive Survey on Architectures, Protocols, Analysis, and Future Challenges
As the automotive and telecommunication industries advance, more vehicles are becoming
connected, leading to the realization of intelligent transportation systems (ITS). Vehicular ad …
connected, leading to the realization of intelligent transportation systems (ITS). Vehicular ad …
[PDF][PDF] Networking controller based real time traffic prediction in clustered vehicular adhoc networks
TS Balaji, S Srinivasan - Intelligent Automation & Soft …, 2023 - cdn.techscience.cn
The vehicular ad hoc network (VANET) is an emerging network technology that has gained
popularity because to its low cost, flexibility, and seamless services. Software defined …
popularity because to its low cost, flexibility, and seamless services. Software defined …
An Intelligent Traffic Pattern Analysis and Optimization Using Machine Learning in SDN Enable Network Infrastructure
MN Pathan, FI Fahim, S Akter… - 2023 5th International …, 2023 - ieeexplore.ieee.org
Nowadays a large number of traffic passes through the network. However, the network
system is unreliable and has safety issues. Different attacking activities may arise on the …
system is unreliable and has safety issues. Different attacking activities may arise on the …
[PDF][PDF] IMPROVING THE QUALITY OF VANET COMMUNICATION USING FEDERATED PEER-TO-PEER LEARNING.
TR Ramesh, R Raghavendra… - ICTACT Journal on …, 2023 - ictactjournals.in
Abstract Vehicular Ad hoc Networks (VANETs) are one of the most advanced transportation
networks that have attracted much attention in recent years. The VANETs are characterized …
networks that have attracted much attention in recent years. The VANETs are characterized …