MEC-based dynamic controller placement in SD-IoV: A deep reinforcement learning approach

B Li, X Deng, X Chen, Y Deng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The flow fluctuations in the highly dynamic Internet of Vehicles (IoV) make the IoV difficult to
provide reliable and scalable wireless network services for the emerging applications in the …

Mobile-edge computing-based delay minimization controller placement in SDN-IoV

B Li, X Deng, Y Deng - Computer Networks, 2021 - Elsevier
Abstract Internet of Vehicles (IoV) plays a fundamental role in the rapid development of
intelligent transportation systems and smart cities by the way of facilitating data access …

Dynamic controller assignment in software defined internet of vehicles through multi-agent deep reinforcement learning

T Yuan, W da Rocha Neto… - … on Network and …, 2020 - ieeexplore.ieee.org
In this article, we introduce a novel dynamic controller assignment algorithm targeting
connected vehicle services and applications, also known as Internet of Vehicles (IoV). The …

Deep reinforcement learning for controller placement in software defined network

Y Wu, S Zhou, Y Wei, S Leng - IEEE INFOCOM 2020-IEEE …, 2020 - ieeexplore.ieee.org
Controller placement is a critical problem in Software Defined Network (SDN), which has
been identified as a potential approach to achieve a more flexible control and management …

A multi-objective optimization approach for sdvn controllers placement problem

L Alouache, S Yassa, A Ahfir - … on Network of the Future (NoF), 2022 - ieeexplore.ieee.org
The Software Defined Networking (SDN) paradigm consist of decoupling the control from the
data plane. Recently, the adoption of the SDN paradigm as the basic architecture for …

SDN-based Internet of autonomous vehicles: An energy-efficient approach for controller placement

K Kaur, S Garg, G Kaddoum, N Kumar… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
The rapid advancement of the Internet of Things is expected to play a critical role in future
intelligent transportation systems. This technology utilizes advanced information and …

Toward reliable controller placements in software-defined network using constrained multi-objective optimization technique

K Saeed, MO Ullah - IEEE Access, 2022 - ieeexplore.ieee.org
Software Defined Networking (SDN) makes it easy to control and manage the network due
to a centralized control plane. However, this centralization also limits the scalability of SDN …

A novel cost-effective controller placement scheme for software-defined vehicular networks

N Lin, Q Zhao, L Zhao, A Hawbani… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Energy costs have dramatically increased in data center networks as an increasing number
of large-scale Internet applications are used. In software-defined vehicular networks …

Optimizing controller placement for software-defined networks

V Huang, G Chen, Q Fu, E Wen - 2019 IFIP/IEEE Symposium …, 2019 - ieeexplore.ieee.org
Controller placement problem (CPP) is a key issue for Software-Defined Networking (SDN)
with distributed controller architectures. This problem aims to determine a suitable number of …

Traffic-aware Dynamic Controller Placement using AI techniques in SDN-based aeronautical networks

DK Luong, YF Hu, JP Li, F Benamrane… - 2019 IEEE/AIAA 38th …, 2019 - ieeexplore.ieee.org
In software-defined networks (SDNs), multiple distributed controllers have been used to
improve flexibility, scalability and reliability, where the controller placement remained fixed …