A Multi-Agents Survivable Deep Reinforced Routing and Spectrum Assignment Algorithm in Elastic Optical Network
We propose an intelligent survivable RSA algorithm with multi agents based on deep reinforcement learning in EON to face multiple services and improve the survivability of network. Simulation result shows that the proposed algorithm can reduce packet loss rate and Improve resource utilization well.
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Published in | 2022 IEEE 12th International Conference on Electronics Information and Emergency Communication (ICEIEC) pp. 1 - 4 |
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Main Authors | , , , , , , , |
Format | Conference Proceeding |
Language | English |
Published |
IEEE
15.07.2022
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Subjects | |
Online Access | Get full text |
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Summary: | We propose an intelligent survivable RSA algorithm with multi agents based on deep reinforcement learning in EON to face multiple services and improve the survivability of network. Simulation result shows that the proposed algorithm can reduce packet loss rate and Improve resource utilization well. |
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ISBN: | 9781665407533 1665407530 |
ISSN: | 2377-844X |
DOI: | 10.1109/ICEIEC54567.2022.9835064 |