Presentation of Degree Project E

  • Date:
  • Location: Ångströmlaboratoriet, Lägerhyddsvägen 1 Å64121, Ångströmlaboratoriet, Lägerhyddsvägen 1, Uppsala eller via Zoom-länken
  • Lecturer: Johannes Graner
  • Contact person: Raazesh Saiunudiin
  • Seminarium

Title: Scalable Algorithms in Non-parametric Computational Statistics


Three problems in distributed computing and non-parametric computational statistics are explored to develop scalable distributed algorithms. The problems are rigorous global optimization, trend detection in time series, and non- parametric density estimation with tree-based histograms. Scalable algorithms are implemented for each problem using the fault-tolerant distributed framework Apache Spark.