Sotabase

Career

· CUDA Mathematical Libraries Engineer, NVIDIA2024–
· PhD Student, ETH Zurich2019–2022
· Master of Science, ETH Zurich2017–2019
· Bachelor of Science, Akademia Górniczo-Hutnicza im. Stanisława
· NextSilicon
· NVIDIA
· Exchange Student, University of Las Palmas de Gran Canaria
· Master of Science, Uniwersytet Komisji Edukacji Narodowej w Krakowie

Publications (29)

SeBS: a serverless benchmark suite for function-as-a-service computing
International Middleware Conference · 2020
200
cited
Near-global climate simulation at 1 km resolution: establishing a performance baseline on 4888 GPUs with COSMO 5.0
2017
179
cited
Red-Blue Pebbling Revisited: Near Optimal Parallel Matrix-Matrix Multiplication
International Conference for High Performance Computing, Networking, Storage and Analysis · 2019
106
cited
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Micro · 2021
103
cited
Demystifying Chains, Trees, and Graphs of Thoughts
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
56
cited
Flexible Communication Avoiding Matrix Multiplication on FPGA with High-Level Synthesis
Symposium on Field Programmable Gate Arrays · 2019
56
cited
Motif Prediction with Graph Neural Networks
Knowledge Discovery and Data Mining · 2021
44
cited
Reasoning Language Models: A Blueprint
arXiv.org · 2025
33
cited
Using Compiler Techniques to Improve Automatic Performance Modeling
International Conference on Parallel Architectures and Compilation Techniques · 2015
31
cited
A PCIe Congestion-Aware Performance Model for Densely Populated Accelerator Servers
International Conference for High Performance Computing, Networking, Storage and Analysis · 2016
28
cited
GraphMineSuite: Enabling High-Performance and Programmable Graph Mining Algorithms with Set Algebra
Proceedings of the VLDB Endowment · 2021
27
cited
Pebbles, Graphs, and a Pinch of Combinatorics: Towards Tight I/O Lower Bounds for Statically Analyzable Programs
ACM Symposium on Parallelism in Algorithms and Architectures · 2021
18
cited
On the Parallel I/O Optimality of Linear Algebra Kernels: Near-Optimal Matrix Factorizations
International Conference for High Performance Computing, Networking, Storage and Analysis · 2021
17
cited
Extreme Scale Plasma Turbulence Simulations on Top Supercomputers Worldwide
International Conference for High Performance Computing, Networking, Storage and Analysis · 2016
14
cited
High Performance Unstructured SpMM Computation Using Tensor Cores
International Conference for High Performance Computing, Networking, Storage and Analysis · 2024
14
cited
Software for Exascale Computing - SPPEXA 2013-2015
Software for Exascale Computing · 2016
13
cited
Automatic complexity analysis of explicitly parallel programs
ACM Symposium on Parallelism in Algorithms and Architectures · 2014
11
cited
ProbGraph: High-Performance and High-Accuracy Graph Mining with Probabilistic Set Representations
International Conference for High Performance Computing, Networking, Storage and Analysis · 2022
11
cited
High-Performance and Programmable Attentional Graph Neural Networks with Global Tensor Formulations
International Conference for High Performance Computing, Networking, Storage and Analysis · 2023
8
cited
On the parallel I/O optimality of linear algebra kernels: near-optimal LU factorization
ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming · 2020
8
cited
Sotabase
Grzegorz Kwasniewski | Researcher Profile | Sotabase | Sotabase