An Optimal SDN-Based Wavelength Allocation and Routing Method for 5G Network

Author:

Zhou Hui1,Tian Zhong2,Sefat Shebnam M.3ORCID,Mostafa Samih M.4ORCID

Affiliation:

1. Department of Artificial Intelligence, Jiangxi University of Applied Science, NanChang, 330100, China

2. Hangzhou, Ruijie Intelligent, Air Robot Technology, Co., Ltd, HangZhou, 30063, China

3. Department of Computer Science, Independent University, Bangladesh

4. Computer Science Department, Faculty of Computers and Information, South Valley University, Qena, Egypt

Abstract

Optical networks are changing as new advanced technologies emerge. With each passing year, their sizes and capabilities expand. The standard architecture for network control and management cannot handle all of these complexities. The proliferation of cloud services and the massive volume of traffic provided by content delivery networks are driving the present fast increase in Internet traffic. This obviously exacerbates congestion concerns in communication networks, with a focus on the core and backbone components in particular. Software-defined networking (SDN) is evolving into a consolidated network management system that comprises a variety of strategies aiming at network management that are based primarily on one basic principle: decoupling control plane decisions from data plane activities. An essential resource allocation strategy in an all-optical network is routing and wavelength assignment. A novel SDN-based approach is proposed to address the problem of old methods mixed with new architecture in optical networks. The network resources were optimized for optimal scheduling using a binary hybrid topology particle swarm optimization method. In terms of recovery time, blockage rate, and resource consumption, simulation results demonstrate that the suggested technique outperforms previous classical methods.

Funder

Science and technology projects of JiangXi

Publisher

Hindawi Limited

Subject

Computer Networks and Communications,Computer Science Applications

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1. A Review on Routing Protocols in Mobile IoT Networks based on SDN;2024 3rd International Conference on Applied Artificial Intelligence and Computing (ICAAIC);2024-06-05

2. Radio optical network based optimization in quantum computing for 5G wireless communication model;Optical and Quantum Electronics;2023-09-16

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