[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 …

Application of improved ant colony algorithm in load balancing of software-defined networks

H Zheng, J Guo, Q Zhou, Y Peng, Y Chen - The Journal of …, 2023 - Springer
Software-defined networking (SDN) separates the forwarding plane and control plane of the
network equipment, adopts a centralized control mode to simplify network deployment and …

An adaptive control scheme for data-driven traffic migration engineering on 5G network

Z Zhang, X Min, Y Chen - Symmetry, 2022 - mdpi.com
Adaptive control of traffic engineering (TE) based on 5G network function virtualization (NFV)
authorizes the efficient and dynamic network resource allocation, whose utilization is …

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 …

MBL-DSDN: a novel load balancing algorithm in distributed software-defined networks based on micro-clustering and B-LSTM methods

M Mahmoudi, B Barekatain, Z Beheshti… - The Journal of …, 2024 - Springer
While software-defined networks (SDNs) were introduced to enhance the performance of
traditional networks, they brought forth significant challenges, such as lack of scalability, low …

Dynamic optimization scheme for load balancing and energy efficiency in software-defined networks utilizing the krill herd meta-heuristic algorithm

M Forghani, M Soltanaghaei, FZ Boroujeni - Computers and Electrical …, 2024 - Elsevier
Abstract Software-Defined Networks (SDN) represent an efficient approach for managing
large-scale networks, aiming to enhance resource use, performance, cost efficiency, and …

Achieving QoS in Smart Cities Using Software Defined Wi-Fi Networks

S Manzoor, NI Ratyal, HG Mohamed - IEEE Access, 2023 - ieeexplore.ieee.org
The execution of smart cities around the globe has risen due to the steady connectivity and
increased number of wireless devices. Due to low-cost network construction and simple …

Fractional Political Optimizer-Based Switch Migration in Software-Defined WAN for Load Balancing with Deep Q Network

BA Ahmed, NS Abdullah, MF Rohani… - Cybernetics and …, 2022 - Taylor & Francis
In order to address the load imbalance problem, a successful technique known as Fractional
Political Optimizer (FPO)-based switch migration is modeled. The suggested FPO is created …

Traffic-adaptive scheme for sdn control plane with containerized architecture

DA Khoa, NT Kiem, NT Kien, NN Tuan… - 2023 17th …, 2023 - ieeexplore.ieee.org
Software-Defined Networking (SDN) is gaining attention for its flexibility in programmability.
It enhances network configuration and provides global visibility for administrators via a …

Meta-Migration: Reducing Switch Migration Tail Latency Through Competition

SA Zadeh, F Zandi, M Buckley… - 2023 IFIP Networking …, 2023 - ieeexplore.ieee.org
Resource management in distributed network control planes plays a vital role in the
performance of the data plane and therefore the performance of network applications …