DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks
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arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| Soggetti: | |
| Accesso online: | |
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| _version_ | 1866911979764973568 |
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| author | Teng, Yiran Natalino, Carlos Arpanaei, Farhad Sánchez-Macián, Alfonso Monti, Paolo Yan, Shuangyi Simeonidou, Dimitra |
| author_facet | Teng, Yiran Natalino, Carlos Arpanaei, Farhad Sánchez-Macián, Alfonso Monti, Paolo Yan, Shuangyi Simeonidou, Dimitra |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2408_03221 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks Teng, Yiran Natalino, Carlos Arpanaei, Farhad Sánchez-Macián, Alfonso Monti, Paolo Yan, Shuangyi Simeonidou, Dimitra Networking and Internet Architecture Signal Processing 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. |
| title | DRL-Assisted Dynamic QoT-Aware Service Provisioning in Multi-Band Elastic Optical Networks |
| topic | Networking and Internet Architecture Signal Processing |
| url | https://arxiv.org/abs/2408.03221 |