| 2026 | ICCS | Containers Are (Almost) Free: Energy and Performance Analysis of AI Workloads Under CPU Virtualization and GPU Power Capping. | Michal Kosciowski, Jerzy Proficz, Pawel Czarnul |
| 2025 | ICCS | Investigation of CUDA Graphs Performance for Selected Parallel Applications. | Oksana Diakun, Pawel Czarnul |
| 2025 | ICCS | Performance-Energy Investigation of Selected Applications Using a Parallel Multi-GPU Genetic Algorithm Under Power Capping. | Filip Magdziak, Pawel Czarnul |
| 2025 | ICPADS | Dynamic Energy-Performance Optimization Tool Extension with Periodic Power Cap Tuning. | Dawid Szmidka, Adam Krzywaniak, Pawel Czarnul, Jerzy Proficz |
| 2024 | ICAART | Dataset Characteristics and Their Impact on Offline Policy Learning of Contextual Multi-Armed Bandits. | Piotr Januszewski, Dominik Grzegorzek, Pawel Czarnul |
| 2024 | ICCS | Teaching High-performance Computing Systems - A Case Study with Parallel Programming APIs: MPI, OpenMP and CUDA. | Pawel Czarnul, Mariusz R. Matuszek, Adam Krzywaniak |
| 2023 | EuroPar | Performance and Energy Aware Training of a Deep Neural Network in a Multi-GPU Environment with Power Capping. | Grzegorz Koszczal, Jan Dobrosolski, Mariusz R. Matuszek, Pawel Czarnul |
| 2023 | FedCSIS | Performance assessment of OpenMP constructs and benchmarks using modern compilers and multi-core CPUs. | Bartlomiej Gawrych, Pawel Czarnul |
| 2023 | ICCS | The Idea of a Student Research Project as a Method of Preparing a Student for Professional and Scientific Work. | Krzysztof Nowicki, Mariusz Kaczmarek, Pawel Czarnul |
| 2022 | ICCS | GPU Power Capping for Energy-Performance Trade-Offs in Training of Deep Convolutional Neural Networks for Image Recognition. | Adam Krzywaniak, Pawel Czarnul, Jerzy Proficz |
| 2022 | PPAM | Dataset Related Experimental Investigation of Chess Position Evaluation Using a Deep Neural Network. | Dawid Wieczerzak, Pawel Czarnul |
| 2021 | CSIT | Decomposition of the unit test generation task for parallel computations. | Roman P. Bazylevych, Pawel Czarnul, Andrii Franko |
| 2020 | CSIT | Unit Test Generation in a Cluster Using Parallel Computations and Control Flow Graph Analysis. | Roman P. Bazylevych, Pawel Czarnul, Andrii Franko |
| 2020 | ISPDC | Development and benchmarking a parallel Data AcQuisition framework using MPI with hash and hash+tree structures in a cluster environment. | Pawel Czarnul, Grzegorz Golaszewski, Grzegorz Jereczek, Maciej Maciejewski |
| 2019 | CSIT | Use of ICT infrastructure for teaching HPC. | Pawel Czarnul, Mariusz R. Matuszek |
| 2019 | PPAM | Performance/Energy Aware Optimization of Parallel Applications on GPUs Under Power Capping. | Adam Krzywaniak, Pawel Czarnul |
| 2018 | FedCSIS | Benchmarking overlapping communication and computations with multiple streams for modern GPUs. | Pawel Czarnul |
| 2018 | FedCSIS | Analyzing energy/performance trade-offs with power capping for parallel applications on modern multi and many core processors. | Adam Krzywaniak, Jerzy Proficz, Pawel Czarnul |
| 2018 | ICCS | Benchmarking Parallel Chess Search in Stockfish on Intel Xeon and Intel Xeon Phi Processors. | Pawel Czarnul |
| 2017 | ICCS | Multi-agent large-scale parallel crowd simulation. | Artur Malinowski, Pawel Czarnul, Krzysztof Czurylo, Maciej Maciejewski, Pawel Skowron |
| 2016 | FedCSIS | Modeling energy consumption of parallel applications. | Pawel Czarnul, Jaroslaw Kuchta, Pawel Rosciszewski, Jerzy Proficz |
| 2016 | FedCSIS | A Parallel MPI I/O Solution Supported by Byte-addressable Non-volatile RAM Distributed Cache. | Artur Malinowski, Pawel Czarnul, Piotr Dorozynski, Krzysztof Czurylo, Lukasz Dorau, Maciej Maciejewski, Pawel Skowron |
| 2016 | ICCS | Checkpointing of Parallel MPI Applications using MPI One-sided API with Support for Byte-addressable Non-volatile RAM. | Piotr Dorozynski, Pawel Czarnul, Artur Malinowski, Krzysztof Czurylo, Lukasz Dorau, Maciej Maciejewski, Pawel Skowron |
| 2015 | PPAM | Considerations of Computational Efficiency in Volunteer and Cluster Computing. | Pawel Czarnul, Mariusz R. Matuszek |
| 2015 | PPAM | Performance and Power-Aware Modeling of MPI Applications for Cluster Computing. | Jerzy Proficz, Pawel Czarnul |
| 2014 | ICCS | A Workflow Application for Parallel Processing of Big Data from an Internet Portal. | Pawel Czarnul |
| 2014 | ICCS | Teaching High Performance Computing Using BeesyCluster and Relevant Usage Statistics | Pawel Czarnul |
| 2014 | ICDCN | Optimization of Execution Time under Power Consumption Constraints in a Heterogeneous Parallel System with GPUs and CPUs. | Pawel Czarnul, Pawel Rosciszewski |
| 2013 | HSI | Design of a distributed system using mobile devices and workflow management for measurement and control of a smart home and health. | Pawel Czarnul |
| 2013 | PPAM | Parallel Computations in the Volunteer-Based Comcute System. | Pawel Czarnul, Jaroslaw Kuchta, Mariusz R. Matuszek |
| 2011 | PPAM | Dynamic Compatibility Matching of Services for Distributed Workflow Execution. | Pawel Czarnul, Michal Wjcik |
| 2009 | GPC | A JEE-Based Modelling and Execution Environment for Workflow Applications with Just-in-Time Service Selection. | Pawel Czarnul |
| 2007 | PPAM | BC-MPI: Running an MPI Application on Multiple Clusters with BeesyCluster Connectivity. | Pawel Czarnul |
| 2006 | ICCS | Integration of Compute-Intensive Tasks into Scientific Workflows in BeesyCluster, . | Pawel Czarnul |
| 2005 | PPAM | Remote Task Submission and Publishing in BeesyCluster: Security and Efficiency of Web Service Interface. | Pawel Czarnul, Michal Bajor, Marcin Fraczak, Anna Banaszczyk, Marcin Fiszer, Katarzyna Ramczykowska |
| 2004 | ICCS | Towards Efficient Parallel Image Processing on Cluster Grids Using GIMP. | Pawel Czarnul, Andrzej Ciereszko, Marcin Fraczak |
| 2003 | PPAM | Architecture and Implementation of Distributed Data Storage Using Web Services, CORBA and PVM. | Pawel Czarnul |