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SINET: Enabling Scalable Network Routing with Deep Reinforcement Learning on Partial Nodes.

, , , , , and . SIGCOMM Posters and Demos, page 88-89. ACM, (2019)

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RAPID: Avoiding TCP Incast Throughput Collapse in Public Clouds With Intelligent Packet Discarding., , , , , , and . IEEE J. Sel. Areas Commun., 37 (8): 1911-1923 (2019)Roracle: Enabling Lookahead Routing for Scalable Traffic Engineering with Supervised Learning., , , and . ICNP, page 1-11. IEEE, (2023)Poster: Enabling Fast Forwarding in Hybrid Software-Defined Networks., , , , , and . ICNP, page 1-2. IEEE, (2021)ERA: Meeting the Fairness between Sender-driven and Receiver-driven Transmission Protocols in Data Center Networks., , , , , and . ICDCS, page 291-301. IEEE, (2022)DeepMigration: Flow Migration for NFV with Graph-based Deep Reinforcement Learning., , , , , , and . ICC, page 1-6. IEEE, (2020)Exploring the Impact of Attacks on Ring AllReduce., , , , and . APNet, page 12-13. ACM, (2021)Matchmaker: Maintaining network programmability for Software-Defined WANs under multiple controller failures., , , , , and . Comput. Networks, (2021)Toward Determined Service for Distributed Machine Learning., , and . IWQoS, page 1-6. IEEE, (2024)An ML-Accelerated Framework for Large-Scale Constrained Traffic Engineering., , , , , and . ICDCS, page 47-58. IEEE, (2024)Maintaining Control Resiliency for Traffic Engineering in SD-WANs., , , , , and . IEEE/ACM Trans. Netw., 32 (4): 3485-3498 (August 2024)