English

DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks

Networking and Internet Architecture 2024-08-07 v1 Signal Processing
Authors: Yiran Teng , Carlos Natalino , Farhad Arpanaei , Alfonso Sánchez-Macián , Paolo Monti , Shuangyi Yan , Dimitra Simeonidou
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Abstract

We propose a DRL-assisted approach for service provisioning in multi-band elastic optical networks. Our simulation environment uses an accurate QoT estimator based on the GN/EGN model. Results show that the proposed approach reduces request blocking by 50% compared with heuristics from the literature.

Keywords

DRL service provisioning multi-band elastic optical networks quality of transmission

Cite

@article{arxiv.2408.03221,
  title  = {DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks},
  author = {Yiran Teng and Carlos Natalino and Farhad Arpanaei and Alfonso Sánchez-Macián and Paolo Monti and Shuangyi Yan and Dimitra Simeonidou},
  journal= {arXiv preprint arXiv:2408.03221},
  year   = {2024}
}

Comments

This paper has been accepted by 50th European Conference on Optical Communications (ECOC 2O24)

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