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2019
Yang, S., F. Li, M. Shen, X. Chen, X. Fu, and Y. Wang, "Cloudlet Placement and Task Allocation in Mobile Edge Computing", IEEE Internet of Things Journal, vol. 6, issue 3, pp. 5853-5863, 06/2019.
2020
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.
2021
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.
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., 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.
2022
Gao, Y., S. Yang, F. Li, and X. Fu, "Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks", IEEE Network, vol. 36, issue 5, pp. 48-54, 09/2022.
Yang, S., J. Liu, F. Zhang, F. Li, X. Chen, and X. Fu, "Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning", IEEE Internet of Things Journal, vol. 9, issue 21, pp. 21086 - 21098, 11/2022.
Yang, S., F. Li, R. Yahyapour, and X. Fu, "Delay-Sensitive and Availability-Aware Virtual Network Function Scheduling for NFV", IEEE Transactions on Services Computing, vol. 15, issue 1, pp. 188-201, 01/2022.
Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, , Singapore, Springer, 2022.
2023
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.
2024
Yue, X., S. Yang, L. Zhu, S. Trajanovski, F. Li, and X. Fu, "Exploiting Wide-Area Resource Elasticity with Fine-Grained Orchestration for Serverless Analytics", IEEE/ACM Transactions on Networking, 10/2024.
He, N., S. Yang, F. Li, L. Zhu, L. Sun, X. Chen, and X. Fu, "Incentive Mechanism for Resource Trading in Video Analytic Services Using Reinforcement Learning", IEEE Transactions on Services Computing, 07/2024.
Xiao, K., S. Yang, F. Li, L. Zhu, X. Chen, and X. Fu, "Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach", IEEE Transactions on Mobile Computing, vol. 23, issue 9, pp. 8789-8802, 09/2024.