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 …

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 …

Towards multi-controller placement for SDN based on density peaks clustering

Y Qi, D Wang, W Yao, H Li… - ICC 2019-2019 IEEE …, 2019 - ieeexplore.ieee.org
As a novel network architecture, softwaredefined networking (SDN) decouples control and
data planes, which brings a lot of flexibility to the network. But the separation arises some …

Joint placement latency optimization of the control plane

KAR Rasol, J Domingo-Pascual - … International Symposium on …, 2020 - ieeexplore.ieee.org
Software Defined Networking (SDN) is a programmable network architecture that decouples
the control plane (controller logic) from the data plane (forwarding plane) and provides …

Dynamic clustering of software defined network switches and controller placement using deep reinforcement learning

ELH Bouzidi, A Outtagarts, R Langar, R Boutaba - Computer networks, 2022 - Elsevier
Software defined networking (SDN) has emerged as a promising alternative to the traditional
networks, offering many advantages, including flexibility in network management, network …

A deep reinforcement learning based switch controller mapping strategy in software defined network

J Chen, S Chen, X Cheng, J Chen - IEEE Access, 2020 - ieeexplore.ieee.org
Software defined network (SDN) is a promising technology which can reduce network
management complexity through the decoupling of the control plane and data plane. Due to …

CCPGWO: A meta-heuristic strategy for link failure aware placement of controller in SDN

K Kanodia, S Mohanty, K Kurroliya… - 2020 International …, 2020 - ieeexplore.ieee.org
The software-defined network is an advance network model that separates the data plane
from the control plane. The control plane consists of controllers that act as a brain of the …

A survey on controller placement in SDN

T Das, V Sridharan, M Gurusamy - … communications surveys & …, 2019 - ieeexplore.ieee.org
In recent years, Software Defined Networking (SDN) has emerged as a pivotal element not
only in data-centers and wide-area networks, but also in next generation networking …

Minimizing latency for controller placement problem in SDN

S Mohanty, AS Shekhawat, B Sahoo… - 2021 19th OITS …, 2021 - ieeexplore.ieee.org
Software-defined networking (SDN) is a network technology that explicitly demarcates
network control tasks from forwarding tasks. The infrastructure and the control plane are …

A learning automaton-based controller placement algorithm for software-defined networks

H Mostafaei, M Menth… - 2018 IEEE global …, 2018 - ieeexplore.ieee.org
Software-defined networking (SDN) moves the control plane of network devices like
switches and routers to the controller. The controller is in charge of managing the whole …