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DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks.

, , , , , and . CoRR, (2019)

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To Cooperate or Not to Cooperate: Service Function Chaining in Multi-Domain Edge-Cloud Elastic Optical Networks., , and . OFC, page 1-3. IEEE, (2022)DeepRMSA: A Deep Reinforcement Learning Framework for Routing, Modulation and Spectrum Assignment in Elastic Optical Networks., , , , , and . CoRR, (2019)Privacy and Security Trade-off in Interconnected Systems with Known or Unknown Privacy Noise Covariance., , , , and . CoRR, (2024)TCCL: Co-optimizing Collective Communication and Traffic Routing for GPU-centric Clusters., , , , , , , , , and 11 other author(s). NAIC, page 48-53. ACM, (2024)Adjusting the Clustering Results Referencing an External Set., , and . ICSI (2), volume 6146 of Lecture Notes in Computer Science, page 634-640. Springer, (2010)Leveraging Predictive Analytics to Achieve Knowledge-Defined Orchestration in a Hybrid Optical/Electrical DC Network: Collaborative Forecasting and Decision Making., , , , and . OFC, page 1-3. IEEE, (2018)Realizing AI-AssistedMulti-Layer Restoration in a Software-Defined IP-over-EON with Deep Learning: An Experimental Study., , and . OFC, page 1-3. IEEE, (2018)Multi-Agent Deep Reinforcement Learning in Cognitive Inter-Domain Networking with Multi-Broker Orchestration., , , , and . OFC, page 1-3. IEEE, (2019)DeepCoop: Leveraging Cooperative DRL Agents to Achieve Scalable Network Automation for Multi-Domain SD-EONs., and . OFC, page 1-3. IEEE, (2020)Deep-NFVOrch: Deep Reinforcement Learning based Service Framework for Adaptive vNF Service Chaining in IDC-EONs., , and . OFC, page 1-3. IEEE, (2019)