科研项目

  1. 科技部重点研发计划,2017YFB1010004,高效能数据中心调度与精确能源管理,在研,西安交大负责人
  2. 中国博士后科学基金面上项目,深度学习驱动的端边云协同智能计算研究,在研,主持
  3. 工信部2018年工业互联网创新发展工程项目,面向航空发动机先进制造的边缘计算理论与集成应用, 在研,参与
  4. 国家自然科学基金青年科学基金项目,61502381,软件定义Mesh接入网中带宽敏感数据的传输策略研究,在研,主持
  5. 中国博士后科学基金面上一等资助项目,2015M570836,软件定义无线Mesh网络中带宽感知的机会转发策略研究,已结题,主持
  6. 国家自然科学基金面上项目,61572398,智能感知系统中针对数据汇聚的隐私保护机制研究,在研,参与
  7. 中央高校基本科研业务费国际前沿与自主创新类项目, xjj2015065, 已结题,主持
  8. 西安交通大学“新教师科研支持计划”,XJTU-HRT-002,已结题,主持
  9. 国家自然科学基金面上项目,61373115,智能电网中针对“互动”用电信息的假数据注入攻击危害分析及防御策略研究,已结题,参与
  10. 国家高技术研究发展计划(863计划),2006AA01Z210,多类点Ad Hoc 网络路由协议的关键技术研究与实现,已结题,参与

 

代表性论文

 
  1. Yuanrui Dong, Peng Zhao, Hanqiao Yu, Cong Zhao, Shusen Yang, CDC: Classification Driven Compression for Bandwidth Efficient Edge-Cloud Collaborative Deep Learning. IJCAI 2020. (CCF A)
  2. Jie Lin, Biao Xiao, Hanlin Zhang, Xinyu Yang, Peng Zhao, A Novel Multitype-users Welfare Equilibrium based Real-time Pricing in Smart Grid, Future Generation Computer Systems, vol. 108, pp. 145-160, 2020.
  3. Peng Zhao, Xinyu Yang, Jie Lin, Shusen Yang, Wei Yu, Energy-Efficient Analytics for Geographically Distributed Big Data. IEEE Internet Computing, 23(3), 18-29, 2019.
  4. Peng Zhao, Dekui Quan, Wei Yu, Xinyu Yang and Xinwen Fu, Towards Deep Learning Based Detection Scheme with Raw ECG  Signal for Wearable Telehealth  Systems,  Proc. IEEE ICCCN, Valencia, Spain, pp: 1-9, 2019.
  5. Peng Zhao, Wei Yu, Xinyu Yang, Duolun Meng, Li Wang, Buffer Data-Driven Adaptation of Mobile Video Streaming over Heterogeneous Wireless Networks. IEEE Internet of Things Journal (JCR 1区), 5(5), pp.3430-3441, Otc. 2018.
  6. Peng Zhao, Xinyu Yang, Wei Yu, Jie Lin, and Duolun Meng. Context-aware Multi-criteria Handover with Fuzzy Inference in Software Defined 5G HetNetsProc. IEEE ICC, Kansas City, MO, USA, pp: 1-6, May. 20-24, 2018.
  7. 5. Xinyu Yang, Peng Zhao, Xialei Zhang, Jie Lin, and Wei Yu, Toward a Gaussian-Mixture Model-Based Detection Scheme Against Data Integrity Attacks in the Smart Grid. IEEE Internet of Things Journal (JCR 1区), vol. 4, no. 1, pp. 147-161, Feb. 2017.
  8. Wenfeng Xia, Peng Zhao, Yonggang Wen, Haiyong Xie, A Survey on Data Center Networking (DCN): Infrastructure and Operations. IEEE Communications Surveys & Tutorials (JCR 1区, IF: 22.973), Volume: 19, Issue: 1, pp: 640-656, 2017.
  9. Peng Zhao, Xinyu Yang, Wei Yu, Chiyong Dong, Shusen Yang, and Sulabh Bhattarai. Toward Efficient Estimation of Available Bandwidth for IEEE 802.11-based Wireless NetworksJournal of Network and Computer Applications, Volume: 40, pp: 116 - 125, April 2014.
  10. Peng Zhao, Xinyu Yang, Jiayin Wang, Benyuan Liu, and Jie Wang. Admission Control on Multipath Routing in 802.11-based Wireless Mesh NetworksAd Hoc NetworksVolume: 11, Issue: 8, pp: 2235 - 2251, November 2013.
  11. Peng Zhao, Xinyu Yang, Wei Yu, and Xinwen Fu. A Loose-Virtual-Clustering-Based Routing for Power Heterogeneous MANETs. IEEE Transactions on Vehicular Technology (TVT), Jun. 2013.
  12. Peng Zhao, Xinyu Yang, Jiayin Wang, Benyuan Liu, Jie Wang. BOR/AC: Bandwidth-aware Opportunistic Routing with Admission Control in Wireless Mesh Networks. Proc. IEEE INFOCOM (CCF A), pp: 2701 – 2705, 2012.
  13. Peng Zhao, Xinyu Yang, Chaoxin Hu, Jiayin Wang, Benyuan Liu, and Jie Wang.  Rate -adaptive Admission Conrol for Bandwidth Assurance in Multirate Wireless Mesh Networks, Proc. IEEE ICC’12, pp: 659 - 663, June 2012.
  14. Peng Zhao, Xinyu Yang, Chiyong Dong, Shusen Yang, Sulabh Bhattarai, and Wei Yu, On an Efficient Estimation of Available Bandwidth for IEEE 802.11-based Wireless Networks, Proc. IEEE GLOBECOM’11, December 2011. 
  15. Peng Zhao, Xinyu Yang, Anhua Ye, and Shusen Yang. Jiont Multipath Routing and Admission Control with Bandwith Assuarance for 8.2.11-based WMNs, Proc. IEEE WCNC’11,Cancun, Mexico, pp: 956 -- 961, March 2011.