TSSM: Time-sharing switch migration to balance loads of distributed SDN controllers

WK Lai, YC Wang, YC Chen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Software-defined networking (SDN) makes network management easier by using a
controller to govern all switches, but the controller may become a performance bottleneck …

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 …

Toward improved path programmability recovery for software-defined WANs under multiple controller failures

Z Guo, S Dou, W Jiang, Y Xia - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Enabling path programmability is an essential feature of Software-Defined Networking
(SDN). During controller failures in Software-Defined Wide Area Networks (SD-WANs), a …

Achieving balanced load distribution with reinforcement learning-based switch migration in distributed SDN controllers

S Yeo, Y Naing, T Kim, S Oh - Electronics, 2021 - mdpi.com
Distributed controllers in software-defined networking (SDN) become a promising approach
because of their scalable and reliable deployments in current SDN environments. Since the …

Controller placement issue in software-defined networks with different goals: a comprehensive survey

H Mojez, H Kamel, R Zanjani, AM Bidgoli - The Journal of …, 2024 - Springer
Controller placement issue (CPI) in software-defined networks (SDNs) describes the
controllers' number, location, and assigning of forwarding devices to controllers. Recently …

Exploring the impact of critical programmability on controller placement for software-defined wide area networks

S Dou, L Qi, C Yao, Z Guo - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Control latency is a critical concern for deploying Software-Defined Networking (SDN) into
Wide Area Networks (WANs). A Software-Defined WAN (SD-WAN) can be divided into …

Load-aware dynamic controller placement based on deep reinforcement learning in SDN-enabled mobile cloud-edge computing networks

C Xu, C Xu, B Li, S Li, T Li - Computer Networks, 2023 - Elsevier
Software-defined networks (SDNs) can improve network resource utilization and optimize
the performance of mobile cloud-edge computing networks (MECCNs) through unified and …

Deep learning-driven multi-objective dynamic switch migration in software defined networking (SDN)/network function virtualization (NFV)-based 5G networks

E Vaezpour - Engineering Applications of Artificial Intelligence, 2023 - Elsevier
This paper investigates the problem of switch migration in software defined networking
(SDN)/network function virtualization (NFV)-based fifth generation (5G) networks in which …

MODECP: a multi-objective based approach for solving distributed controller placement problem in software defined network

C Liao, J Chen, K Guo, S Liu, J Chen, D Gao - Sensors, 2022 - mdpi.com
Software-Defined Network is an emerging networking paradigm that enables intelligent and
flexible network management. Specifically, the design of the control plane is crucial …