Data Mining Laboratory
Dr. Ivan Kholod
Head of laboratory
The key research areas include
  • Dynamic integration of heterogeneous data from multiple independent sources.
  • Development of lightweight data analysis algorithms for bringing computations closer to data sources
  • Optimization of the software implementation of the AI algorithms through the use of efficient implementation of the collective operations in RMA model and scalable shared data structures.
  • Application of the graphics accelerators and FPGAs to optimize the implementation of the AI algorithms
  • Development of the framework for optimization of the parallel programs execution in distributed computing environment