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
Group Leader
Piotr Przymus
Researcher
Jakub Narębski
Researcher
Cezary Bella
Teacher
Jan Bródka
TeacherAlumni
Albert Wolant
Researcher
Stanisław Piotrowski
Researcher
Paweł Wesołowski
ResearcherGrants
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, 2024This 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, 2024This document gathers and organizes available information on NVCC toolchain.
Building EdenN Cluster
Krzysztof Kaczmarski, January 01, 2021Photographic relation from the installation of our new computers.