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Conference Paper
He, N., S. Yang, F. Li, S. Trajanovski, F. A. Kuipers, and X. Fu, "A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV", The 29th IEEE/ACM International Symposium on Quality of Service (IWQoS 2021), 06/2021.
Yue, X., S. Yang, L. Zhu, S. Trajanovski, and X. Fu, "Demeter: Fine-grained Function Orchestration for Geo-distributed Serverless Analytics", IEEE INFOCOM 2024, Vancouver, Canada, IEEE, 05/2024.
Journal Article
He, N., S. Yang, F. Li, S. Trajanovski, L. Zhu, Y. Wang, and X. Fu, "Leveraging Deep Reinforcement Learning with Attention Mechanism for Virtual Network Function Placement and Routing", IEEE Transactions on Parallel and Distributed Systems, vol. 34, issue 4, pp. 1186-1201, 04/2023.
Yang, S., F. Li, S. Trajanovski, and X. Fu, "Recent Advances of Resource Allocation in Network Function Virtualization", IEEE Transactions on Parallel and Distributed Systems, vol. 32, issue 2, pp. 295-314, 02/2021.
Yang, S., P. Wieder, R. Yahyapour, S. Trajanovski, and X. Fu, "Reliable Virtual Machine Placement and Routing in Clouds", CoRR, vol. abs/1701.06005, 2017.
Yang, S., P. Wieder, R. Yahyapour, S. Trajanovski, and X. Fu, "Reliable Virtual Machine Placement and Routing in Clouds", {IEEE} Trans. Parallel Distrib. Syst., vol. 28, no. 10, pp. 2965–2978, 2017.
Yang, S., N. He, F. Li, S. Trajanovski, X. Chen, Y. Wang, and X. Fu, "Survivable Task Allocation in Cloud Radio Access Networks with Mobile Edge Computing", IEEE Internet of Things Journal, vol. 8, issue 2, pp. 1095-1108, 01/2021.
Yang, S., F. Li, S. Trajanovski, and X. Fu, "Traffic routing in stochastic network function virtualization networks", Journal of Network and Computer Applications, vol. 169, issue 102765, 11/2020.