基本信息

 

杨树森 PhD (Imperial College)

教授、博士生导师

Professor in Information Science 

大数据软硬件支撑技术中心主任

大数据算法与分析技术国家工程实验室 

 

国家"千人计划"青年学者

西交"青年拔尖(A类)"学者 

英国帝国理工学院荣誉研究员

IEEE Senior Member

 

英国帝国理工计算机博士(2013) 

联系方式

Department of Information Sciences
School of Mathematics and Statistics

Xi'an Jiaotong University

28 West Xianning Road, Xi’an City

710049, China

 

1. 西安交通大学理科楼210室

大数据算法与分析技术国家工程实验室

数学与统计学院

 

2. 西安交通大学彭康楼119室

智能网络与网络安全教育部重点实验室

 

Tel: +86 (0)29 8266-8570

Email:

shusenyang@mail.xjtu.edu.cn
cuiangmu@gmail.com

站点计数器
招生/招聘

2018年计划招收硕士研究生3名,博士研究生2-3名。均集中在大数据算法与分析技术方向

详见硕士招生目录博士招生目录 (硕士已招满、博士仍有名额欢迎联系报考)。

 

我们课题组科研经费充足,常年招聘博士后与研究助理。

欢迎感兴趣的同学们和学者们咨询,我们对团队成员的培养与期望为可见这里

 

我们课题组还承担了两门大数据前沿课程的教学,详情见这里

Biography

Shusen Yang received his PhD in Computing from Imperial College London in Dec. 2013. He is currently a professor in the Institute of Information and System Science at Xi'an Jiaotong  university (XJTU). Before joining XJTU, Shusen worked as a Lecturer (Assistant Professor) at University of Liverpool from 2015 to 2016, and a Research Associate at Imperial College and Intel Collaborative Research Institute (ICRI) for sustainable connected cities from 2013 to 2014. Shusen is a recipient of China “1000 Young Talents Program”, and an honorary research fellow at Imperial College London. He is a senior member of IEEE and a member of ACM and CCF.

 

 

Shusen is the founder and director of the IoT-DATA Lab, a director at the National Engineering Laboratory for Big Data Analytics (NEL-BDA), and a member of Ministry of Education(MoE) Key Lab for Intelligent Networks and Network Security.

Research

 

我们的研究方向为物联网、边缘计算、大数据算法与分析技术。

 

 

1. Big Data at The Network Edge(因特网边缘/雾网络中的大数据)

  •  Mobile Crowdsensing / 实时智群感知/移动众包
  •  Stream processing and analytics of Internet of Things (IoT) /物联网数据流处理与分析 
  •  Data-driven sensing and control and Cyber-Physical Systems (CPS) / 物理信息融合系统智能感知与控制

2. Big Data in The Data Center (数据中心/云网络中的大数据)

  • Network-aware data science algorithm design / 网络与计算资源约束的大数据算法设计
  • Performance Optimization for Data Processing Systems /分布式大数据处理平台的性能优化

 

15 Selected Publications (15篇代表作)

A.  Joint Optimization for Data Streams and Networks
  • Shusen Yang. IoT Stream Processing and Analytics in the Fog, IEEE Communications Magazine, 2017.
  • Shusen Yang, Y. Tahir, P. Chen, A. Marshall, J. McCann,  Distributed Optimization in Energy Harvesting Sensor Networks with Dynamic In-network Data Processing, Proc. IEEE Infocom'16
  • S. Kartakis, Shusen Yang, J. McCann., Reliability or Sustainability: Optimal Data Stream Estimation and Scheduling in Smart Water NetworksACM Transactions on Sensor Networks(TOSN), 2017
  • P. Chen, Shusen Yang, and Julie McCann, Distributed  Real-time Anomaly Detection in Networked Industrial Sensing Networks,  IEEE Transactions on Industrial Electronics (TIE), 2015.
  • X. Yang, X. Ren, Shusen Yang , J. McCann,   A Novel Temporal Perturbation Based Privacy-preserving Scheme for Real-time Monitoring Systems,  Computer Networks,  2015.
  •  P. Chen, Shusen Yang, and J. McCann, Detection of False Data Injection in Smart-Grid Systems, IEEE Commun. Mag., 2015 

 

 B. Networks with "Human-in-the-loop"

  • Shusen Yang, U. Adeel, and J. McCann,  Backpressure Meets Taxes: Faithful Data Collection in Stochastic Mobile Phone Sensing Systems, Proc. IEEE Infocom, 2015
  • Shusen Yang, U. Adeel, and Julie McCann, Selfish Mules: Social Profit Maximization in Sparse Sensornets using Rationally-Selfish Human Relays,  IEEE Journal on Selected Areas in Communications (JSAC), 2013.
  • C. Zhao, Shusen Yang, X. Yang, and J. McCann, Rapid, User-Transparent, and Trustworthy Device Pairing for D2D-Enabled Mobile CrowdsourcingIEEE Transactions on Mobile Computing (TMC), 2017.
  • X. Wang, Z. Sheng, Shusen Yang, V. Leung, Tag-Assisted Social-Aware Opportunistic Device-to-Device Sharing for Traffic Offloading in Mobile Social Networks, IEEE Wireless Commun., 2016.
 
C. Network Algorithms & Protocols
  • Shusen Yang, U. Adeel, Y. Tahir, and J. McCann, Practical Opportunistic Data Collection in Wireless Sensor Networks with Mobile SinksIEEE Transactions on Mobile Computing (TMC), 2016.
  • Shusen Yang, Z. Sheng, J. McCann, and K. Leung, Distributed Cross-layer Optimization in Stochastic Multi-hop Wireless Networks with Cooperative Communications, IEEE Transactions on Mobile Computing (TMC),  2014.
  • Shusen Yang and J. McCann, Distributed Optimal Lexicographic Max-min Rate Allocation in Solar Powered Wireless Sensor Networks,  ACM Transactions on Sensor Networks (TOSN), 2014.
  • Shusen Yang, X. Yang, J. McCann, T. Zhang, G. Liu, Z. Liu, Distributed Networking in Autonomic Solar Powered Wireless  Sensor Networks, IEEE Journal on Selected Areas in Communications (JSAC),  2013. 
  • Z. Sheng, Shusen Yang, Y. Yu, J.McCann, K. Leung, A Survey on IETF Protocol Suite for Internet-of-Things: Standards, Challenges and OpportunitiesIEEE Wireless Commun. (ESI Highly Cited Paper), 2013