AI-driven packet forwarding with programmable data plane: A survey

W Quan, Z Xu, M Liu, N Cheng, G Liu… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
The existing packet forwarding technology cannot meet the increasing requirements of
Internet development due to its rigid framework. Application of artificial intelligence (AI) for …

Software defined network-based management for enhanced 5G network services

CN Tadros, MRM Rizk, BM Mokhtar - IEEE Access, 2020 - ieeexplore.ieee.org
Due to the fast development in communication technology and the emerging usage of
Internet of Things (IoT) devices that produce a huge amount of data, the fifth generation (5G) …

Adaptive population-based multi-objective optimization in SDN controllers for cost optimization

AA Qaffas, S Kamal, F Sayeed, P Dutta, S Joshi… - Physical …, 2023 - Elsevier
Abstract In Wireless Sensor Networks, Software Defined Networks (SDN) provide a logically
centralized control plane as a potential means of streamlining network management …

Heuristic resource allocation algorithm for controller placement in multi-control 5G based on SDN/NFV architecture

AAZ Ibrahim, F Hashim, NK Noordin, A Sali… - IEEE …, 2020 - ieeexplore.ieee.org
The integration of Software Defined Networking (SDN) and Network Function Virtualization
(NFV) is considered to be an efficient solution that enables the forecasting of highly scalable …

SYNCOP: An evolutionary multi-objective placement of SDN controllers for optimizing cost and network performance in WSNs

S Tahmasebi, N Rasouli, AH Kashefi, E Rezabeyk… - Computer Networks, 2021 - Elsevier
Due to the highly dynamic nature of Wireless Sensor Networks (WSN), Software-Defined
Network (SDN) is a promising technology to ease network management by providing a …

Parameter optimization model of heuristic algorithms for controller placement problem in large-scale SDN

Y Li, S Guan, C Zhang, W Sun - IEEE Access, 2020 - ieeexplore.ieee.org
The Controller Placement Problem (CPP) is a key technical challenge in a large-scale
Software Defined Network (SDN). Low-complexity heuristic algorithm is widely used for …

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 …

Research on placement of distributed SDN multiple controllers based on IAVOA

J Ma, J Chen, L Dong, X Jiang - Cluster Computing, 2024 - Springer
As a new network architecture, Software Defined Network (SDN) has been widely used in
recent years. The continuous increase of network scale makes centralized SDN unable to …

Fcmcp: Fuzzy c-means for controller placement in software defined networking

VS Thalapala, K Guravaiah - Procedia Computer Science, 2022 - Elsevier
One of the most critical factors in SDN networks is the controller placement. The controller's
location determines the network delay. Reduction in network latency can help to scale the …

A hybrid evolutionary algorithm of optimized controller placement in sdn environment

J Hemagowri, PT Selvan - Computer Assisted Methods in …, 2023 - cames.ippt.pan.pl
Controller placement problem (CPP) is a significant technological challenge in software
defined network (SDN). Deployment of a properly designed SDN-based network is required …