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Book
Yang, S., N. He, F. Li, and X. Fu, Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms, , Singapore, Springer, 2022.
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.
Hou, B., S. Yang, F. A. Kuipers, L. Jiao, and X. Fu, "EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines", IEEE INFOCOM 2023, New York, USA, IEEE, 05/2023.
Yang, S., P. Wieder, M. Aziz, R. Yahyapour, and X. Fu, "Latency-Sensitive Data Allocation for cloud storage", 2017 {IFIP/IEEE} Symposium on Integrated Network and Service Management (IM), Lisbon, Portugal, May 8-12, 2017: {IEEE}, pp. 1–9, 2017.
Journal Article
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, 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.
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., P. Wieder, R. Yahyapour, and X. Fu, "Energy-Aware Provisioning in Optical Cloud Networks", Computer Networks, vol. 118, pp. 78–95, 2017.
Yang, S., P. Wieder, M. Aziz, X. Chen, and X. Fu, "Latency-Sensitive Data Allocation and Workload Consolidation for Cloud Storage", IEEE Access, vol. 6, pp. 76098-76110, 11/2018.
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.
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, pp. https://doi.org/10.1109/tmc.2024.3355118, 01/2024.
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", {IEEE} Trans. Parallel Distrib. Syst., vol. 28, no. 10, pp. 2965–2978, 2017.
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., 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.