个人简历

个人信息
　　杨松，男，博士，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, Dr. 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月至今任北京理工大学计算机学院副教授，特别研究员。近年来在包括IEEE TPDS, IEEE TMC, IEEE TSC, IEEE Communications Magazine, IEEE INFOCOM, IEEE ICNP, IEEE IM和Elsevier Computer Networks等国际知名期刊和会议上总共发表论文20篇以上

研究领域

云计算、边缘计算：系统层面搭建小型的边缘云系统模型，在此基础上实现边缘设备检测与识别、任务分发与卸载，虚拟/增强现实、人工智能算法等各种应用，并对其进行性能层面（例如时延、负载等）的优化和系统框架平台开发。理论层面应用组合优化理论、深度强化学习等算法等进行资源优化调度与分配。
　　网络功能虚拟化、软件定义网络等新型网络架构：研究如何实现基于软件定义网络的网络功能虚拟化的资源分发与应用请求系统与平台，研究并且实现优化路由算法、资源自动控制策略以及故障恢复与检测机制等，并且研究在下一代网络框架下如何实现多协议与通信技术的融合。
　　人工智能算法及物联网开发与应用：研究包括深度强化学习、图神经网络等算法的优化与改进，并且开发基于人工智能算法的物联网相关的应用系统，例如智能交通等"承担科研情况
　　1. 网络功能虚拟化环境下资源优化调度问题研究，国家自然科学基金青年项目 (no. 61802018)，2019年1月-2021年12月，主持。（24万）
　　2. 北京理工大学青年教师学术启动计划， 2018年1月-2020年12月，主持"

近期论文

代表性学术成果
1. 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, to appear, 2019 (CCF A类推荐期刊)
2. 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, to appear, 2019 （SCI 一区）
3. 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 （SCI 一区）
4. Y. Li, F. Li, S. Yang, Y. Wu, H. Chen, Y. Wang,“MP-Coopetition: Competitive and Cooperative Mechanism for Multiple Platforms in Mobile Crowd Sensing”, IEEE Transactions on Services Computing, to appear, 2019 （SCI 一区）
5. 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)
6. H. Li, T. Li, F. Li, S. Yang, and Y. Wang, Multi-Expertise Aware Participant Selection in Mobile Crowd Sensing via Online Learning, in Proceedings of 15th IEEE International Conference on Mobile Ad Hoc and Sensor Systems (MASS), Chengdu, China, October 2018
7. Q. Zhang, F. Li, S. Yang, and Y. Wang, W3W: Energy Management of Hybrid Energy Supplied Sensors for Internet of Things, ACM Transactions on Sensor Networks (TOSN), 2018, to appear.
8. J. Chen, F. Li, H. Chen, S. Yang, Y. Wang, Dynamic Gesture Recognition Using Wireless Signals with Less Disturbance, Personal and Ubiquitous Computing (PUC), 2018, to appear.
9. 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 (TPDS), vol. 28, no. 10, pp.2965-2978, 2017. (CCF A类推荐期刊)
10. 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)
11. 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, Acceptance Rate: 28.6%)
12. S. Yang, P. Wieder and R. Yahyapour, Reliable Virtual Placement in Distributed Clouds, the 8th IFIP/IEEE International Workshop on Reliable Networks Design and Modeling (RNDM), Sweden, September, 2016.
13. S. Yang, S. Trajanovski and F.A. Kuipers, Optimization Problems in Correlated Networks, Springer Journal of Computational Social Networks, 3(1), January 2016.
14. S. Yang, S. Trajanovski and F.A. Kuipers, Availability-Based Path Selection and Network Vulnerability Assessment, Wiley Networks Journal, no. 66, vol. 4, 2015 (CCF C类推荐期刊)
15. S. Yang, S. Trajanovski and F.A. Kuipers, Shortest Paths in Networks with Correlated Link Weights, IEEE INFOCOM Workshop on Inter-Dependent Networks (WIDN), Hong Kong, 27 April, 2015. (Acceptance Rate: 27.45%)
16. S. Yang, S. Trajanovski and F.A. Kuipers, Availability-Based Path Selection, Proc. of the 6th International Workshop on Reliable Networks Design and Modeling, Barcelona, Spain, November 2014. (Acceptance Rate: 27.45%)
17. F. A. Kuipers, S. Yang, S. Trajanovski, and A. Orda, Constrained maximum flow in stochastic networks, Proc. of ICNP, North Carolina, October 2014. (CCF B类会议, Acceptance Rate: 20%)
18. S. Yang and F.A. Kuipers, Traffic Uncertainty Models in Network Planning, IEEE Communications Magazines, vol. 52, no. 2, pp. 172-177, February 2014. (中科院一区, impact factor: 10.435)
19. F. Iqbal, S. Yang, and F.A. Kuipers, Energy Considerations in EoS-over-WDM Network Configuration, Proc. of SustainIT 2013, EINS paper, Palermo, Italy, October 30-31, 2013.
20. S. Yang and F.A. Kuipers, Impairment-Aware Routing in Translucent Spectrum-Sliced Elastic Optical Path Networks, Proc. of the 17th European Conference on Network and Optical Communications (NOC 2012), Vilanova i la Geltru, Spain, June 19-22, 2012.
21. S. Yang and F.A. Kuipers, Energy-Aware Path Selection for Scheduled Lightpaths in IP-over-WDM Networks, Proc. of the 18th Annual Symposium on Communications and Vehicular Technology (IEEE SCVT 2011), Ghent, Belgium, November 22-23, 2011.
IEEE会员，ACM会员，CCF会员。担任多个国际顶级期刊例如IEEE TON, IEEE JSAC, IEEE TPDS的审稿人。ACM中国图灵大会2020年志愿者主席。IEEE IPCCC 2018，2019大会程序委员会委员