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Optimization Algorithms for Path Routing and Security in Software-Defined Networking (SDN) |
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PP: 139-150 |
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doi:10.18576/amis/200110
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Author(s) |
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Ali Azawii Abdul Lateef,
H. A. El Shenbary,
Ashraf A. Gouda,
Mohammed Abdel Razek,
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Abstract |
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| One of the most significant technologies that has clearly brought about considerable and remarkable changes in the world of communications, especially in network environments, is Software-Defined Networking (SDN).It has improved and increased the flexibility of these networks and the ability to manage their resources through intelligently dividing their layers into the control layer (control plane) and the data layer (data plane), which provides new and distinct ways to handle this data to meet some of the needs of these environments. Along with all of this, there are also challenges for which modern, practical solutions must be found that are compatible with the changes and development of these networks today, such as scalability and adaptability to these variables. Of particular importance are the security issues that these environments may face, which consequently threaten their integrity and reliability, guidance to instability. Artificial intelligence (AI) technologies and other technologies within this concept, such as Machine learning (ML) and Deep learning (DL), have provided distinct capabilities for solving complex problems in SDN environments and are currently at the forefront of technologies addressing these problems.Among the problems currently prevalent in these environments, which are comprehensively reviewed in this research paper, are dynamic traffic patterns in these environments (SDN), along with a review of modern methods used to improve these problems at all levels. This paper also focuses on ways to integrate these technologies (AI) and others and their role in developing and improving effective security methods against modern cyber threats to increase the security of these networks. The tangible contribution made by this work is one of the most important goals sought to achieve by increasing understanding of these technologies and SDN environments and developing them to be more efficient, flexible, and highly secure, in addition to increasing the widespread use of these environments in various fields. |
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