Dr Guiying (Victoria) Huang

Guiying (Victoria) Huang

Research Fellow

Qualifications: PhD, Victoria University of Wellington

Papers Taught

Research Interests

  • Cybersecurity
  • Cloud Computing
  • Software-Defined Network
  • Reinforcement Learning
  • Resource Management and Scheduling

Recent Publications

  • Huang, V., Chen, G., & Fu, Q. (2021). Multi-agent deep reinforcement learning for request dispatching in distributed-controller software-defined networking. arXiv, abs/2103.03022. Retrieved from

  • Huang, V., Chen, G., Zhang, P., Li, H., Hu, C., Pan, T., & Fu, Q. (2020). A scalable approach to SDN control plane management: High utilization comes with low latency. IEEE Transactions on Network and Service Management, 17(2), 682-695. doi:10.1109/TNSM.2020.2973222

  • Victoria, H., Gang, C., & Qiang, F. (2019). Effective scheduling function design in SDN through deep reinforcement learning. arXiv, abs/1904.06039. Retrieved from

  • Huang, V., Chen, G., Fu, Q., & Wen, E. (2019). Optimizing controller placement for software-defined networks. arXiv, abs/1902.09451. Retrieved from

Find more research publications by Guiying (Victoria) Huang


Cyber Security; Machine Learning; Management; Performance; Resource Management

Computer Networking; Cloud Computing; Reinforcement Learning