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- Title
Routing Algorithms Simulation for Self-Aware SDN.
- Authors
Nowak, Mateusz P.; Pecka, Piotr
- Abstract
This paper presents a self-aware network approach with cognitive packets, with a routing engine based on random neural networks. The simulation study, performed using a custom simulator extension of OmNeT++, compares RNN routing with other routing methods. The performance results of RNN-based routing, combined with the distributed nature of its operation inaccessible to other presented methods, demonstrate the advantages of introducing neural networks as a decision-making mechanism in selecting network paths. This work also confirms the usefulness of the simulator for SDN networks with cognitive packets and various routing algorithms, including RNN-based routing engines.
- Subjects
ROUTING algorithms; SOFTWARE-defined networking
- Publication
Electronics (2079-9292), 2022, Vol 11, Issue 1, p104
- ISSN
2079-9292
- Publication type
Article
- DOI
10.3390/electronics11010104