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arxiv: 2408.03221 · v1 · pith:QRSMGGGJnew · submitted 2024-08-06 · 💻 cs.NI · eess.SP

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

classification 💻 cs.NI eess.SP
keywords approachdrl-assistedelasticmulti-bandnetworksopticalprovisioningservice
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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.

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