Research topics

Light weight compression
GPU in databases
Searching and index structures
CPU-GPU hybrid processing
Metaprogramming for GPU
ETL processes optimization
Semistructured data processing
Fast text to time series conversion

Team

Krzysztof Kaczmarski Photo

Krzysztof Kaczmarski

Group Leader
Piotr Przymus Photo

Piotr Przymus

Researcher
Jakub Narębski Photo

Jakub Narębski

Researcher
Cezary Bella Photo

Cezary Bella

Teacher
Jan Bródka Photo

Jan Bródka

Teacher

Alumni

Albert Wolant Photo

Albert Wolant

Researcher
Stanisław Piotrowski Photo

Stanisław Piotrowski

Researcher
Paweł Wesołowski Photo

Paweł Wesołowski

Researcher

Grants

Optimization of data preprocessing for machine learning and data mining on GPU using metaprogrammingPOB Cybersecurity and data analysis of Warsaw University of Technology within the Excellence Initiative: Research University (IDUB) programme.18 monthsBudget: 196 650,00 pln
Budowa klastra obliczeniowego na potrzeby data-scienceMinisterstwo Nauki i Szkolnictwa Wyższego (rej. II/SP/453342/2020)Budget: 292 326,40 pln
A system for efficient time series creation from textual dataNarodowe Centrum Badań i Rozwoju, Tango 3 (ID: 416322)12 monthsBudget: 190.550 pln

Publications

Michal Wlasnowolski, Pawel Grabowski, Damian Roszczyk, Krzysztof Kaczmarski, Dariusz PlewczynskicudaMMC: GPU-enhanced multiscale Monte Carlo chromatin 3D modellingBioinformatics, Volume 39, Issue 10
Andrzej Lamecki, Krzysztof Kaczmarski, Joanna Porter-SobierajHierarchical data structures in rendering scenes containing a massive number of light sources.2022 17th Conference on Computer Science and Intelligence Systems (FedCSIS)
Krzysztof Kaczmarski, Jakub Narebski, Stanislaw Piotrowski, Piotr PrzymusFast JSON parser using metaprogramming on GPU.2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA)

Blog

Scaling up the training for multiple GPUs using pytorch lightning.

Mateusz Chiliński, June 10, 2024

This document presents information about training on different GPUs in a multi-GPU setting.

The process of a CUDA program compilation using the NVCC toolchain.

Dawid Szpejna, January 26, 2024

This document gathers and organizes available information on NVCC toolchain.

Building EdenN Cluster

Krzysztof Kaczmarski, January 01, 2021

Photographic relation from the installation of our new computers.