DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks
<|reference_start|>DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks: 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.<|reference_end|>
@article{teng2024drl-assisted,
    title={DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band
  Elastic Optical Networks},
    author={Yiran Teng, Carlos Natalino, Farhad Arpanaei, Alfonso
  S'anchez-Maci'an, Paolo Monti, Shuangyi Yan and Dimitra Simeonidou},
    journal={arXiv preprint arXiv:2408.03221},
    year={2024},
    archivePrefix={arXiv},
    eprint={2408.03221},
    primaryClass={cs.NI eess.SP}
}