Research Projects (Ongoing)

[Edge Computing]

  1. Deep Reinforcement Learning Empowered Intelligent Task Offloading at the Edge

  2. Secured Trustyworthy Industrial Internet of Things

  3. Intelligent Caching at the Edge

  4. Serverless Edge Computing

[Machine Learning Systems]

  1. Communication Optimization Theory and Practice in Distributed Machine Learning Systems

  2. Federated Learning Systems: Trustworthiness, Availability, and Scalability

[Intelligent Networking]

  1. Multi-task Learning Empowered Intelligent Data Center Networking,

[Cloud Data Center Networking]

  1. Towards Lossless and Non-congested Congestion Control and Traffic Scheduling Scheme for Data Center Networks

[Programmable Networks: SDN/NFV]

  1. Towards Low Latency Software Defined Networks: An Machine Learning Approach

  2. Chat With the Network: Leveraging AI and SDN to Achieve an Intelligent and Customizable Network

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