Sotabase

Career

· Senior Researcher, ETH Future Computing Lab, ETH Zurich2021–
· Senior Researcher, Scalable Parallel Computing Lab, ETH Zurich2021–
· Doctor of Sciences, ETH Zurich2013–2021
· Intern, ETH Zurich2013–
· Research Assistant, ETH Zurich2013–2021
· Software developer, CERN (European Organization for Nuclear Research)2011–2012
· Project Leader, EaglesWings2011–2012
· Consultant, Phi Fiduciaire2011–2012
· Technical Student, CERN (European Organization for Nuclear Research)2010–2011
· Studies in Physics & Astronomy, Jagiellonian University2009–2010
· MS in Computer Science, AGH University of Science and Technology2006–2012
· ETH

Publications (86)

Graph of Thoughts: Solving Elaborate Problems with Large Language Models
AAAI Conference on Artificial Intelligence · 2023
1,095
cited
Slim Fly: A Cost Effective Low-Diameter Network Topology
International Conference for High Performance Computing, Networking, Storage and Analysis · 2014
285
cited
SeBS: a serverless benchmark suite for function-as-a-service computing
International Middleware Conference · 2020
200
cited
To Push or To Pull: On Reducing Communication and Synchronization in Graph Computations
IEEE International Symposium on High-Performance Parallel Distributed Computing · 2017
147
cited
Enabling highly-scalable remote memory access programming with MPI-3 one sided
2013 SC - International Conference for High Performance Computing, Networking, Storage and Analysis (SC) · 2013
139
cited
Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries
ACM Computing Surveys · 2019
130
cited
Survey and Taxonomy of Lossless Graph Compression and Space-Efficient Graph Representations
arXiv.org · 2018
108
cited
Red-Blue Pebbling Revisited: Near Optimal Parallel Matrix-Matrix Multiplication
International Conference for High Performance Computing, Networking, Storage and Analysis · 2019
106
cited
The future is big graphs
Communications of the ACM · 2020
105
cited
SISA: Set-Centric Instruction Set Architecture for Graph Mining on Processing-in-Memory Systems
Micro · 2021
103
cited
Transformations of High-Level Synthesis Codes for High-Performance Computing
IEEE Transactions on Parallel and Distributed Systems · 2018
103
cited
Evaluating the Cost of Atomic Operations on Modern Architectures
International Conference on Parallel Architectures and Compilation Techniques · 2015
98
cited
Scaling Betweenness Centrality using Communication-Efficient Sparse Matrix Multiplication
International Conference for High Performance Computing, Networking, Storage and Analysis · 2016
82
cited
A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning
IEEE International Parallel and Distributed Processing Symposium · 2019
79
cited
Communication-Efficient Jaccard similarity for High-Performance Distributed Genome Comparisons
IEEE International Parallel and Distributed Processing Symposium · 2019
79
cited
Parallel and Distributed Graph Neural Networks: An In-Depth Concurrency Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022
73
cited
Practice of Streaming Processing of Dynamic Graphs: Concepts, Models, and Systems
IEEE Transactions on Parallel and Distributed Systems · 2019
69
cited
SlimSell: A Vectorizable Graph Representation for Breadth-First Search
IEEE International Parallel and Distributed Processing Symposium · 2017
66
cited
Programming Abstractions for Data Locality
2014
58
cited
Demystifying Chains, Trees, and Graphs of Thoughts
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024
56
cited
Sotabase
Maciej Besta | Researcher Profile | Sotabase | Sotabase