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Department of Computer Science qixia.zhang@uit.no +4796646705

Qixia Zhang

Postdoctoral Research Fellow

Job description

I'm a postdoctoral research fellow in computer science. My research is on Networking & Communication, High-performance Computing with Machine Learning, Edge / Cloud Computing, Green Computing & Energy Efficiency Optimization, etc.

My postdoc position is attached to the following research projects:

  • Efficient Machine Learning-Enhanced Modeling and Simulation on Exascale Architectures (EMLEMS)
  • eX3 - Experimental Infrastructure for Exploration of Exascale Computing, national project, funded by the Research Council of Norway

These projects aim at improving the efficiency and performance of scientific modeling and simulations on exascale architectures through machine learning-enabled adaptivity, providing scalable, robust solutions with guaranteed accuracy in the least amount of time.

 

  • Hao Chen, Qixia Zhang, Yngve Birkelund :
    Machine learning forecasts of Scandinavian numerical weather prediction wind model residuals with control theory for wind energy
    Energy Reports 2022 ARKIV / DOI

    • The 50 latest publications is shown on this page. See all publications in Cristin here →

    Research interests

    • 5G, Networking & Communication, Network Function Virtualization (NFV), Network Slicing
    • Cloud Computing, Edge Computing, Datacenter & Distributed System
    • Green Computing, Energy Efficiency Optimization, Renewable Energy
    • Machine Learning (especially Deep Reinforcement Learning)

    Teaching

    Member of research group

    Arctic Green Computing (AGC)

    Arctic Centre for Sustainable Energy (ARC)

    ResearchGate
    ORCID: https://orcid.org/ 0000-0002-2507-4773