个人简介
杨松，男，博士，长聘副教授，特别研究员，博士生导师。2008年和2010年分别获得大连理工大学软件工程专业工学学士和计算机应用技术专业工学硕士（导师：陈志奎教授），2015年6月获得荷兰代尔伏特理工大学（Delft University of Technology, The Netherlands）博士（导师：Prof. Piet Van Mieghem, Prof. Fernando A. Kuipers）。2015年8月至2017年7月在德国哥廷根大学下属数据研发计算中心（GWDG）担任博士后研究员（玛丽居里奖学金，合作导师: Prof. Ramin Yahyapour, Prof. Xiaoming Fu）。2017年12月至今历任北京理工大学计算机学院预聘副教授，长聘副教授，特别研究员。近年来在包括IEEE TPDS, IEEE TMC, IEEE TSC, IEEE Network, IEEE Communications Magazine, IEEE INFOCOM, IEEE ICNP, IEEE IM等国际知名期刊和会议上总共发表论文50篇以上。
所获奖励
2015年玛丽居里博士后奖学金
2019年，2021年ACM中国图灵大会杰出服务奖
近期论文
查看导师新发文章
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科研专著
S. Yang, N. He, F. Li and X. Fu, “Resource Allocation in Network Function Virtualization: Problems, Models and Algorithms”, Springer, ISBN: ISBN 978-981-19-4814-5, September 2022.
S. Yang, “Routing in Optical and Stochastic Networks”, Delft University of Technology, ISBN 978-94-6186-451-2, June 2015
论文（*代表通讯作者）
B. Hou, S. Yang*, L. Jiao, F. Kuipers and X. Fu, “EAVS: Edge-assisted Adaptive Video Streaming with Fine-grained Serverless Pipelines”, IEEE INFOCOM 2023 (CCF A类推荐会议)
N. He, 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,” in IEEE Transactions on Parallel and Distributed Systems, vol. 34, no. 4, pp. 1186-1201, April 2023 (CCF A类推荐期刊)
Y. Gao, S. Yang*, F. Li, S. Trajanovski, P. Zhou, P. Hui and X. Fu, Video Content Placement at the Network Edge: Centralized and Distributed Algorithms, in IEEE Transactions on Mobile Computing, 2022 (CCF A类推荐期刊)
S. Yang*, J. Liu, F. Zhang*, F. Li, X. Chen and X. Fu, “Caching-Enabled Computation Offloading in Multi-Region MEC Network via Deep Reinforcement Learning”, in IEEE Internet of Things Journal, 2022 （中科院一区）
Y. Gao, S. Yang*, F. Li, and X. Fu, “Adaptive and Efficient Qubit Allocation Using Reinforcement Learning in Quantum Networks”, IEEE Networks, September 2022（中科院一区）
S. Yang*, L. Jiao, R. Yahyapour and J. Cao, “Online Orchestration of Collaborative Caching for Multi-Bitrate Videos in Edge Computing”, in IEEE Transactions on Parallel and Distributed Systems, 2022 (CCF A类推荐期刊)
S. Yang*, 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, no.1, 2022
（CCF A类推荐期刊）
S. Yang*, F. Li, Z. Zhou, X. Chen, Y. Wang and X. Fu, “Online Control of Service Function Chainings Across Geo-Distributed Datacenters”, IEEE Transactions on Mobile Computing, to appear, 2021. (CCF A类推荐期刊)
S. Yang*, F. Li, S. Trajanovski, X. Chen, Y. Wang and X. Fu, “Delay-Aware Virtual Network Function Placement and Routing in Edge Clouds”, IEEE Transactions on Mobile Computing, vol. 20, no. 2, 2021 (CCF A类推荐期刊)
S. Yang*, F. Li, S. Trajanovski, R. Yahyapour and X. Fu, “Recent Advances of Resource Allocation in Network Function Virtualization”, IEEE Transactions on Parallel and Distributed Systems, vol. 32, no. 2, pp. 295-314, 2021 (CCF A类推荐期刊)
S. Yang*, P. Wieder, R. Yahyapour, S. Trajanovski and X. Fu, “Reliable Virtual Machine Placement and Routing in Clouds, IEEE Transactions on Parallel and Distributed Systems ”, vol. 28, no. 10, pp.2965-2978, 2017. (CCF A类推荐期刊)
S. Yang*, 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," in IEEE Internet of Things Journal, vol. 8, no.2, 2021（中科院一区）
N. He, S. Yang*, F. Li and X. Chen, “Intimacy-based Resource Allocation for Network Slicing in 5G via Deep Reinforcement Learning”, IEEE Network, Nov./Dec. 2021. （中科院一区）
N. He, S. Yang*, F. Li, S. Trajanovski, F. A. Kuipers and X. Fu, "A-DDPG: Attention Mechanism-based Deep Reinforcement Learning for NFV," IEEE/ACM 29th International Symposium on Quality of Service (IWQOS), 2021. (CCFＢ类推荐会议)
Y. Li, F. Li*, S. Yang, P. Zhou, L. Zhu and Y. Wang, "Three-Stage Stackelberg Long-Term Incentive Mechanism and Monetization for Mobile Crowdsensing: An Online Learning Approach," in IEEE Transactions on Network Science and Engineering, vol. 8, no. 2, pp. 1385-1398, 2021（中科院一区）
Y. Cao, H. Chen, F. Li*, S. Yang and Y. Wang, "AWash: Handwashing Assistance for the Elderly with Dementia via Wearables," IEEE INFOCOM 2021 (CCF A类推荐会议)
S. Yang*, F. Li, S. Trajanovski, X. Fu, “Traffic routing in stochastic network function virtualization networks”, Journal of Network and Computer Applications, Volume 169, 2020 （中科院一区）
Z. Wei., S. Yang*, Y. Xie, F. Li and B. Zhao, SVSV: Online handwritten signature verification based on sound and vibration. Information Sciences, 572, pp.109-125, 2020（中科院一区）
Y. Cao, Q. Zhang, F. Li*, S. Yang and Y. Wang, “PPGPass: Nonintrusive and Secure Mobile Two-Factor Authentication via Wearables, IEEE INFOCOM 2020 (CCF A类推荐会议)
H. Chen, F. Li*, W. Du, S. Yang, M. Conn and Y. Wang, “Listen to Your Fingers: User Authentication Based on Geometry Biometrics of Touch Gesture”, ACM UbiComp, 2020 (CCF A类推荐会议)
S. Yang*, 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, no. 3, 2019 （中科院一区）
Y. Xie, F. Li*, Y. Wu, S. Yang, and Y. Wang, “D3-Guard: Acoustic-based Drowsy Driving Detection Using Smartphones”, in Proceedings of IEEE 38th Conference on Computer Communications (INFOCOM 2019), Paris, France, April 2019. (CCF A类推荐会议)
S. Yang*, P. Wieder, R. Yahyapour and X. Fu, “Energy-Aware Provisioning in Optical Cloud Networks, Elsevier Journal of Computer Networks”, Vol. 118, pp. 78-95, 2017. (CCF B类推荐期刊)
S. Yang*, P. Wieder, M. Aziz, R. Yahyapour and X. Fu, “Latency-Sensitive Data Allocation for Cloud Storage”, 15th IFIP/IEEE Integrated Network Management (IM), 2017. (CCF C类推荐会议)
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