[PDF][PDF] Detection Collision Flows in SDN Based 5G Using Machine Learning Algorithms.

A Aqdus, R Amin, S Ramzan… - … Materials & Continua, 2023 - cdn.techscience.cn
The rapid advancement of wireless communication is forming a hyper-connected 5G
network in which billions of linked devices generate massive amounts of data. The traffic …

Controller load optimization strategies in Software-Defined Networking: A survey

Y Liu, Y Ge, Q Meng, Q Liu - Journal of Network and Computer Applications, 2024 - Elsevier
In traditional networks, the static configuration of devices increases the complexity of
network management and limits the development of network functions. Software-Defined …

An sdn-enabled framework for a load-balanced and qos-aware internet of underwater things

Y Shi, Q Yang, X Huang, D Li… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The massive demand for marine exploitation has promoted the thriving Internet of
Underwater Things (IoUT). The volume, velocity, and variety (3V) of data produced by …

Load-aware switch migration for controller load balancing in edge–cloud architectures

Y Liu, Q Meng, K Chen, Z Shen - Future Generation Computer Systems, 2025 - Elsevier
As the fundamental infrastructure for edge–cloud architectures, the inter-datacenter elastic
optical network is used for data analysis and processing. As the demand for applications …

Collaborative defense against hybrid network attacks by SDN controllers and P4 switches

YC Wang, PY Su - IEEE Transactions on Network Science and …, 2023 - ieeexplore.ieee.org
Software-defined networking (SDN) uses a controller to manage the network. Applying SDN
to resist distributed denial-of-service flood (DDoS-F) attacks receives attention. A controller …

PBCLR: Prediction-based control-plane load reduction in a software-defined IoT network

S Zafar, B Zafar, X Hu, NH Zaydi, M Ibrar, A Erbad - Internet of Things, 2023 - Elsevier
The exponential growth of devices and applications in Internet of Things (IoT) networks has
caused control-plane traffic to escalate. Experts have suggested Software-Defined …

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 …

Enable the proactively load-balanced control plane for SDN via intelligent switch-to-controller selection strategy

Y Zhou, B Ren, J **e, L Luo, D Guo, X Zhou - Computer Networks, 2023 - Elsevier
The novelty of the software-defined network (SDN) is to separate the control plane and the
data plane for easier manipulation of the network. The distributed control plane is designed …

Against Network Attacks in Renewable Power Plants: Malicious Behavior Defense for Federated Learning

X Wu, Z **, J Zhou, K Liu, Z Liu - Computer Networks, 2024 - Elsevier
As reducing carbon emissions can relieve environmental concerns, networks-supported
renewable power plants are being built more and more. Inevitable network attacks have …

URBM: user-rank-based management of flows in data center networks through SDN

YC Wang, TJ Hsiao - 2022 4th International Conference on …, 2022 - ieeexplore.ieee.org
A data center network (DCN) is composed of many servers and switches, and how to
manage flows makes a great impact on its performance. The paper applies the software …