Maciej Besta

基本信息

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职业迁徙

个人简介

My research interests focus on understanding and accelerating large-scale irregular [graph] processing in any types of settings and workloads. I approach this problem holistically at different abstraction levels, including (1) hardware, (2) network topologies, (3) the OS and runtime / middleware, (4) algorithms, and (5) programming models.

研究兴趣

论文共 73 篇作者统计合作学者相似作者

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Arrow Matrix Decomposition: A Novel Approach for Communication-Efficient Sparse Matrix Multiplication

Lukas Gianinazzi,Alexandros Nikolaos Ziogas,Langwen Huang, Piotr Luczynski,Saleh Ashkboos, Florian Scheidl, Armon Carigiet, Chio Ge,Nabil Abubaker,Maciej Besta, Tal Ben-Nun,Torsten Hoefler

ACM SIGPLAN Symposium on Principles & Practice of Parallel Programming (2024): 404-416

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Graph of Thoughts: Solving Elaborate Problems with Large Language Models

Maciej Besta,Nils Blach, Ales Kubicek, Robert Gerstenberger,Michal Podstawski,Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann,Hubert Niewiadomski, Piotr Nyczyk,Torsten Hoefler

AAAI 2024no. 16 (2024): 17682-17690

引用221浏览0EI引用

221

Demystifying Graph Databases: Analysis and Taxonomy of Data Organization, System Designs, and Graph Queries

Maciej Besta,Robert Gerstenberger, Emanuel Peter,Marc Fischer,Michal Podstawski,Claude Barthels,Gustavo Alonso,Torsten Hoefler

ACM COMPUTING SURVEYS（2024）

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Demystifying Chains, Trees, and Graphs of Thoughts

Maciej Besta, Florim Memedi, Zhenyu Zhang, Robert Gerstenberger,Guangyuan Piao, Nils Blach, Piotr Nyczyk,Marcin Copik,Grzegorz Kwaśniewski, Jürgen Müller,Lukas Gianinazzi, Ales Kubicek,

arxiv（2024）

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High-Performance Graph Databases That Are Portable, Programmable, and Scale to Hundreds of Thousands of Cores