Grzegorz Kwasniewski

Most-cited papers

SeBS: a serverless benchmark suite for function-as-a-service computing
Marcin Copik, Grzegorz Kwasniewski, Maciej Besta, Michal Podstawski +1 more
2020International Middleware Conference253 citations
Semantic Scholar
Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0
O. Fuhrer, Tarun Chadha, T. Hoefler, Grzegorz Kwasniewski +7 more
2017188 citations Open access
Semantic Scholar
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Maciej Besta, Raghavendra Kanakagiri, Grzegorz Kwasniewski, Rachata Ausavarungnirun +15 more
2021Micro123 citations Open access
Semantic Scholar
Red-Blue Pebbling Revisited: Near Optimal Parallel Matrix-Matrix Multiplication
Grzegorz Kwasniewski, Marko Kabic, Maciej Besta, J. VandeVondele +2 more
2019International Conference for High Performance Computing, Networking, Storage and Analysis115 citations
Semantic Scholar
Flexible Communication Avoiding Matrix Multiplication on FPGA with High-Level Synthesis
J. de Fine Licht, Grzegorz Kwasniewski, T. Hoefler
2019Symposium on Field Programmable Gate Arrays58 citations Open access
Semantic Scholar
Motif Prediction with Graph Neural Networks
Maciej Besta, Raphael Grob, Cesare Miglioli, Nico Bernold +7 more
2021Knowledge Discovery and Data Mining48 citations Open access
Semantic Scholar
Using Compiler Techniques to Improve Automatic Performance Modeling
Arnamoy Bhattacharyya, Grzegorz Kwasniewski, T. Hoefler
2015International Conference on Parallel Architectures and Compilation Techniques34 citations
Semantic Scholar
High Performance Unstructured SpMM Computation Using Tensor Cores
Patrik Okanovic, Grzegorz Kwasniewski, P. S. Labini, Maciej Besta +2 more
2024International Conference for High Performance Computing, Networking, Storage and Analysis31 citations
Semantic Scholar
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra
Maciej Besta, Zur Vonarburg-Shmaria, Yannick Schaffner, L. Schwarz +15 more
2021Proceedings of the VLDB Endowment31 citations Open access
Semantic Scholar
A PCIe Congestion-Aware Performance Model for Densely Populated Accelerator Servers
Maxime Martinasso, Grzegorz Kwasniewski, S. Alam, T. Schulthess +1 more
2016International Conference for High Performance Computing, Networking, Storage and Analysis29 citations
Semantic Scholar
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs
Grzegorz Kwasniewski, Tal Ben-Nun, Lukas Gianinazzi, A. Calotoiu +4 more
2021ACM Symposium on Parallelism in Algorithms and Architectures20 citations Open access
Semantic Scholar
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations
Grzegorz Kwasniewski, Marko Kabic, Tal Ben-Nun, A. Ziogas +7 more
2021International Conference for High Performance Computing, Networking, Storage and Analysis19 citations Open access
Semantic Scholar
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations
Maciej Besta, Cesare Miglioli, P. S. Labini, Jakub Tětek +10 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis14 citations Open access
Semantic Scholar
Extreme Scale Plasma Turbulence Simulations on Top Supercomputers Worldwide
William M. Tang, Bei Wang, S. Ethier, Grzegorz Kwasniewski +7 more
2016International Conference for High Performance Computing, Networking, Storage and Analysis14 citations Open access
Semantic Scholar
Software for Exascale Computing - SPPEXA 2013-2015
F. Wolf, C. Bischof, A. Calotoiu, T. Hoefler +7 more
2016Software for Exascale Computing13 citations Open access
Semantic Scholar
Automatic complexity analysis of explicitly parallel programs
T. Hoefler, Grzegorz Kwasniewski
2014ACM Symposium on Parallelism in Algorithms and Architectures11 citations
Semantic Scholar
Ab-initio Quantum Transport with the GW Approximation, 42,240 Atoms, and Sustained Exascale Performance
N. Vetsch, A. Maeder, V. Maillou, A. Winka +6 more
2025International Conference on Software Composition8 citations Open access
Semantic Scholar
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations
Maciej Besta, Pawel Renc, Robert Gerstenberger, P. S. Labini +14 more
2023International Conference for High Performance Computing, Networking, Storage and Analysis8 citations Open access
Semantic Scholar
On the parallel I/O optimality of linear algebra kernels: near-optimal LU factorization
Grzegorz Kwasniewski, Tal Ben-Nun, A. Ziogas, Timo Schneider +2 more
2020ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming8 citations
Semantic Scholar
Deinsum: Practically I/O Optimal Multi-Linear Algebra
A. Ziogas, Grzegorz Kwasniewski, Tal Ben-Nun, Timo Schneider +1 more
2022International Conference for High Performance Computing, Networking, Storage and Analysis7 citations Open access
Semantic Scholar
Automatic Performance Modeling of HPC Applications
F. Wolf, C. Bischof, A. Calotoiu, T. Hoefler +7 more
2016Software for Exascale Computing7 citations
Semantic Scholar
Lifting C semantics for dataflow optimization
A. Calotoiu, Tal Ben-Nun, Grzegorz Kwasniewski, J. de Fine Licht +3 more
2021International Conference on Supercomputing6 citations Open access
Semantic Scholar
A scalable weakly-synchronous algorithm for solving partial differential equations
K. Aditya, Tobias Gysi, Grzegorz Kwasniewski, T. Hoefler +2 more
20195 citations
Semantic Scholar
BLaST: High Performance Inference and Pretraining using BLock Sparse Transformers
Patrik Okanovic, Sameer Deshmukh, Grzegorz Kwasniewski, Yi Zhu +7 more
2025arXiv.org4 citations
Semantic Scholar
Performance modeling and optimal schedules for data oblivious programs
Grzegorz Kwasniewski
20210 citations
Semantic Scholar
Scaling a Convection-Resolving RCM to Near-Global Scales
D. Leutwyler, O. Fuhrer, Tarun Chadha, Grzegorz Kwasniewski +7 more
20170 citations
Semantic Scholar