Biography

My name is Chenhan Xu. I'm a 1st year Ph.D. student in the Dept. of Computer Science and Engineering, SUNY Buffalo working under the guidance of Prof. Wenyao Xu at the Embedded Sensing and Computing (ESC) Lab. I earned my B. Eng. degree in Network Engineering from NUPT. After graduation, I joined NUPT Center for Learning, Energy and Networks (NCLEN) as a research intern for one year.

Interests

  • Machine learning applications in various scenarios, such as mobile computing and health care.
  • Distributed system, including distributed machine learning, and blockchain performance enhancement.

Education

  • Ph.D. in Computer Science & Engineering, 2018 -
    University at Buffalo, the State University of New York
  • B. Eng. in Network Engineering, 2013 - 2017
    Nanjing University of Posts and Telecommunications

Publications

Journal Publications

Total:
  • Making Big Data Open in Edges: A Resource-Efficient Blockchain-based Approach
    Chenhan Xu, Kun Wang, Peng Li, Song Guo, Jiangtao Luo, Baoliu Ye, Minyi Guo
    IEEE Transactions on Parallel and Distributed Systems
  • Intelligent Resource Management in Blockchain-Based Cloud Datacenters
    Chenhan Xu, Kun Wang, Mingyi Guo
    IEEE Cloud Computing
  • Robust big data analytics for electricity price forecasting in the smart grid
    Kun Wang, Chenhan Xu, Yan Zhang, Song Guo, Albert Zomaya
    IEEE Transactions on Big Data
  • Real-time load reduction in multimedia big data for mobile Internet
    Kun Wang, Jun Mi, Chenhan Xu, Qingquan Zhu, Lei Shu, Der-Jiunn Deng
    ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM)
  • Renewable Energy-Aware Big Data Analytics in Geo-distributed Data Centers with Reinforcement Learning
    Chenhan Xu, Kun Wang, Peng Li, Rui Xia, Song Guo, Minyi Guo
    IEEE Transactions on Network Science and Engineering
  • Redundancy Avoidance for Big Data in Data Centers: A Conventional Neural Network Approach
    Chenhan Xu, Kun Wang, Yanfei Sun, Song Guo, Albert Zomaya
    IEEE Transactions on Network Science and Engineering

Conference Publications

Total:
  • Big Data Analytics for Price Forecasting in Smart Grids
    Kun Wang, Chenhan Xu, Song Guo
    Global Communications Conference (GLOBECOM), 2016 IEEE
  • Real-time big data analytics for multimedia transmission and storage
    Kun Wang, Jun Mi, Chenhan Xu, Lei Shu, Der-Jiunn Deng
    Communications in China (ICCC), 2016 IEEE/CIC International Conference on
  • An incremental learning classification algorithm based on forgetting factor for eHealth networks
    Li Yang, Kun Wang, Chenhan Xu, Chunsheng Zhu, Yanfei Sun
    Communications (ICC), 2016 IEEE International Conference on