Lukasz Szustak

According to our database, Lukasz Szustak authored at least 38 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Large-Scale Parallelization of Human Migration Simulation.

Derek Groen, Nikela Papadopoulou, Petros Anastasiadis, Marcin Lawenda, Lukasz Szustak, Sergiy Gogolenko, Hamid Arabnejad, Alireza Jahani

IEEE Trans. Comput. Soc. Syst., April, 2024

Special Issue on the pervasive nature of HPC (PN-HPC).

Marco Lapegna, Valeria Mele, Raffaele Montella, Lukasz Szustak

Concurr. Comput. Pract. Exp., 2024

2023

Profiling and optimization of Python-based social sciences applications on HPC systems by means of task and data parallelism.

Lukasz Szustak, Marcin Lawenda, Sebastian Arming, Gregor Bankhamer, Christoph Schweimer, Robert Elsässer

Future Gener. Comput. Syst., November, 2023

Reducing energy consumption using heterogeneous voltage frequency scaling of data-parallel applications for multicore systems.

Pawel Bratek, Lukasz Szustak, Roman Wyrzykowski, Tomasz Olas

J. Parallel Distributed Comput., May, 2023

Parallel Auto-Scheduling of Counting Queries in Machine Learning Applications on HPC Systems.

Pawel Bratek, Lukasz Szustak, Jaroslaw Zola

Proceedings of the Euro-Par 2023: Parallel Processing Workshops - Euro-Par 2023 International Workshops, Limassol, Cyprus, August 28, 2023

2022

Performance exploration of various C/C++ compilers for AMD EPYC processors in numerical modeling of solidification.

Kamil Halbiniak, Roman Wyrzykowski, Lukasz Szustak, Adam Kulawik, Norbert Meyer, Pawel Gepner

Adv. Eng. Softw., 2022

2021

Architectural Adaptation and Performance-Energy Optimization for CFD Application on AMD EPYC Rome.

Lukasz Szustak, Roman Wyrzykowski, Lukasz Kuczynski, Tomasz Olas

IEEE Trans. Parallel Distributed Syst., 2021

Exploration of OpenCL Heterogeneous Programming for Porting Solidification Modeling to CPU-GPU Platforms.

Kamil Halbiniak, Lukasz Szustak, Tomasz Olas, Roman Wyrzykowski, Pawel Gepner

Concurr. Comput. Pract. Exp., 2021

Dynamic workload prediction and distribution in numerical modeling of solidification on multi-/manycore architectures.

Kamil Halbiniak, Tomasz Olas, Lukasz Szustak, Adam Kulawik, Marco Lapegna

Concurr. Comput. Pract. Exp., 2021

About the granularity portability of block-based Krylov methods in heterogeneous computing environments.

Luisa Carracciuolo, Valeria Mele, Lukasz Szustak

Concurr. Comput. Pract. Exp., 2021

Parallelization and Auto-scheduling of Data Access Queries in ML Workloads.

Pawel Bratek, Lukasz Szustak, Jaroslaw Zola

Proceedings of the Euro-Par 2021: Parallel Processing Workshops, 2021

Heterogeneous Voltage Frequency Scaling of Data-Parallel Applications for Energy Saving on Homogeneous Multicore Platforms.

Pawel Bratek, Lukasz Szustak, Roman Wyrzykowski, Tomasz Olas, Tomasz Chmiel

Proceedings of the Euro-Par 2021: Parallel Processing Workshops, 2021

2020

Correlation of Performance Optimizations and Energy Consumption for Stencil-Based Application on Intel Xeon Scalable Processors.

Lukasz Szustak, Roman Wyrzykowski, Tomasz Olas, Valeria Mele

IEEE Trans. Parallel Distributed Syst., 2020

Performance enhancement of a dynamic K-means algorithm through a parallel adaptive strategy on multicore CPUs.

Giuliano Laccetti, Marco Lapegna, Valeria Mele, Diego Romano, Lukasz Szustak

J. Parallel Distributed Comput., 2020

2019

Unleashing the performance of ccNUMA multiprocessor architectures in heterogeneous stencil computations.

Lukasz Szustak, Kamil Halbiniak, Roman Wyrzykowski, Ondrej Jakl

J. Supercomput., 2019

Performance portable parallel programming of heterogeneous stencils across shared-memory platforms with modern Intel processors.

Lukasz Szustak, Pawel Bratek

Int. J. High Perform. Comput. Appl., 2019

Performance Optimizations for Parallel Modeling of Solidification with Dynamic Intensity of Computation.

Kamil Halbiniak, Lukasz Szustak, Adam Kulawik, Pawel Gepner

Proceedings of the Parallel Processing and Applied Mathematics, 2019

Toward Heterogeneous MPI+MPI Programming: Comparison of OpenMP and MPI Shared Memory Models.

Lukasz Szustak, Roman Wyrzykowski, Kamil Halbiniak, Pawel Bratek

Proceedings of the Euro-Par 2019: Parallel Processing Workshops, 2019

2018

Strategy for data-flow synchronizations in stencil parallel computations on multi-/manycore systems.

Lukasz Szustak

J. Supercomput., 2018

Assessment of offload-based programming environments for hybrid CPU-MIC platforms in numerical modeling of solidification.

Kamil Halbiniak, Roman Wyrzykowski, Lukasz Szustak, Tomasz Olas

Simul. Model. Pract. Theory, 2018

Porting and optimization of solidification application for CPU-MIC hybrid platforms.

Lukasz Szustak, Kamil Halbiniak, Lukasz Kuczynski, Joanna Wróbel, Adam Kulawik

Int. J. High Perform. Comput. Appl., 2018

How Pre-multicore Methods and Algorithms Perform in Multicore Era.

Alexey L. Lastovetsky, Muhammad Fahad, Hamidreza Khaleghzadeh, Semyon Khokhriakov, Ravi Reddy, Arsalan Shahid, Lukasz Szustak, Roman Wyrzykowski

Proceedings of the High Performance Computing, 2018

2017

Model-Based Optimization of EULAG Kernel on Intel Xeon Phi Through Load Imbalancing.

Alexey L. Lastovetsky, Lukasz Szustak, Roman Wyrzykowski

IEEE Trans. Parallel Distributed Syst., 2017

Islands-of-Cores Approach for Harnessing SMP/NUMA Architectures in Heterogeneous Stencil Computations.

Lukasz Szustak, Roman Wyrzykowski, Ondrej Jakl

Proceedings of the Parallel Computing Technologies, 2017

2016

Using hStreams Programming Library for Accelerating a Real-Life Application on Intel MIC.

Lukasz Szustak, Kamil Halbiniak, Adam Kulawik, Roman Wyrzykowski, Piotr Uminski, Marcin Sasinowski

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

Network-Aware Optimization of MPDATA on Homogeneous Multi-core Clusters with Heterogeneous Network.

Tania Malik, Lukasz Szustak, Roman Wyrzykowski, Alexey L. Lastovetsky

Proceedings of the Algorithms and Architectures for Parallel Processing, 2016

2015

Adaptation of MPDATA Heterogeneous Stencil Computation to Intel Xeon Phi Coprocessor.

Lukasz Szustak, Krzysztof Rojek, Tomasz Olas, Lukasz Kuczynski, Kamil Halbiniak, Pawel Gepner

Sci. Program., 2015

Model-based optimization of MPDATA on Intel Xeon Phi through load imbalancing.

Alexey L. Lastovetsky, Lukasz Szustak, Roman Wyrzykowski

CoRR, 2015

Adaptation of fluid model EULAG to graphics processing unit architecture.

Krzysztof Andrzej Rojek, Milosz Ciznicki, Bogdan Rosa, Piotr Kopta, Michal Kulczewski, Krzysztof Kurowski, Zbigniew Pawel Piotrowski, Lukasz Szustak, Damian Karol Wójcik, Roman Wyrzykowski

Concurr. Comput. Pract. Exp., 2015

Toward Parallel Modeling of Solidification Based on the Generalized Finite Difference Method Using Intel Xeon Phi.

Lukasz Szustak, Kamil Halbiniak, Adam Kulawik, Joanna Wróbel, Pawel Gepner

Proceedings of the Parallel Processing and Applied Mathematics, 2015

2014

Parallelization of 2D MPDATA EULAG algorithm on hybrid architectures with GPU accelerators.

Roman Wyrzykowski, Lukasz Szustak, Krzysztof Rojek

Parallel Comput., 2014

2013

Using Intel Xeon Phi Coprocessor to Accelerate Computations in MPDATA Algorithm.

Lukasz Szustak, Krzysztof Rojek, Pawel Gepner

Proceedings of the Parallel Processing and Applied Mathematics, 2013

Performance Analysis for Stencil-Based 3D MPDATA Algorithm on GPU Architecture.

Krzysztof Rojek, Lukasz Szustak, Roman Wyrzykowski

Proceedings of the Parallel Processing and Applied Mathematics, 2013

Towards Efficient Decomposition and Parallelization of MPDATA on Hybrid CPU-GPU Cluster.

Roman Wyrzykowski, Lukasz Szustak, Krzysztof Rojek, Adam Tomas

Proceedings of the Large-Scale Scientific Computing - 9th International Conference, 2013

2012

Model-driven adaptation of double-precision matrix multiplication to the Cell processor architecture.

Roman Wyrzykowski, Krzysztof Rojek, Lukasz Szustak

Parallel Comput., 2012

2011

Parallelization of EULAG Model on Multicore Architectures with GPU Accelerators.

Krzysztof Rojek, Lukasz Szustak

Proceedings of the Parallel Processing and Applied Mathematics, 2011

Using Blue Gene/P and GPUs to Accelerate Computations in the EULAG Model.

Roman Wyrzykowski, Krzysztof Rojek, Lukasz Szustak

Proceedings of the Large-Scale Scientific Computing - 8th International Conference, 2011

2009

Adaptation of Double-Precision Matrix Multiplication to the Cell Broadband Engine Architecture.

Krzysztof Rojek, Lukasz Szustak

Proceedings of the Parallel Processing and Applied Mathematics, 2009