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Accelerating Deep Reinforcement Learning for Digital Twin Network Optimization with Evolutionary Strategies.

, , , , , , and . NOMS, page 1-5. IEEE, (2022)

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RouteNet-Fermi: Network Modeling With Graph Neural Networks., , , , , , , , and . IEEE/ACM Trans. Netw., 31 (6): 3080-3095 (December 2023)ENERO: Efficient Real-Time Routing Optimization., , , , , and . CoRR, (2021)Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities., , , , , , , , , and 1 other author(s). CoRR, (2021)The graph neural networking challenge: a worldwide competition for education in AI/ML for networks., , , , , , , , , and 14 other author(s). Comput. Commun. Rev., 51 (3): 9-16 (2021)GreenWay: Joint VM Placement and Topology Adaption for Green Data Center Networking., , , , and . ICCCN, page 1-9. IEEE, (2017)Building a Digital Twin for network optimization using Graph Neural Networks., , , , , , , and . Comput. Networks, (2022)Machine Learning for Networking: Workflow, Advances and Opportunities., , , , and . IEEE Netw., 32 (2): 92-99 (2018)Leveraging Spatial and Temporal Correlations for Network Traffic Compression., , , , , , and . CoRR, (2023)Traffic-aware virtual machine migration in topology-adaptive DCN., , , , , and . ICNP, page 1-10. IEEE Computer Society, (2016)Learning Traffic Encoding Matrices for Delay-Aware Traffic Engineering in SD-WANs., , , and . NOMS, page 1-9. IEEE, (2022)