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Institutt for informatikk qixia.zhang@uit.no +4796646705 Tromsø

Qixia Zhang

Postdoctor in Computer Science

Stillingsbeskrivelse

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

    • De 50 siste resultatene fra Cristin vises på siden. Se alle arbeider i Cristin her →

    Forskningsinteresser

    • 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)

    Undervisning

    Member of research group

    Arctic Green Computing (AGC)

    Arctic Centre for Sustainable Energy (ARC)

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