Matheus S. Serpa

Statistics

Publications

Citations

129

H-Index

Active since

2018

Affiliations

Universidade Federal do Rio Grande do Sul(Current)

Universitat Politècnica de Catalunya

Instituto Federal do Paraná

Universidade Federal do Pampa

University of Illinois Urbana-Champaign

Matheus S. Serpa is an author at Universidade Federal do Rio Grande do Sul specializing in computer science, parallel computing, and hardware acceleration.

ORCID

Publications per year

2018–2023

Publications

Challenges in High-Performance Computing

Philippe O. A. Navaux, Arthur F. Lorenzon, Matheus S. Serpa · Journal of the Brazilian Computer Society · 2023 · 50 citations · Full text

Computing, Computer Science, High-performance Computing +17

Optimizing Machine Learning Algorithms on Multi-Core and Many-Core Architectures Using Thread and Data Mapping

Matheus S. Serpa, Arthur M. Krause, Eduardo H. M. Cruz et al. · 2018 · 19 citations

Computing, Computer Engineering, Computer Science +17

Optimization strategies for geophysics models on manycore systems

Matheus S. Serpa, Eduardo HM Cruz, Matthias Diener et al. · The International Journal of High Performance Computing Applications · 2019 · 14 citations · Full text

Computing, Computer Science, High-performance Computing +13

An Unsupervised Learning Approach for I/O Behavior Characterization

Pablo José Pavan, Jean Luca Bez, Matheus S. Serpa et al. · 2019 · 12 citations · Full text

Computing, Computer Science, Computer Systems +10

Optimizing the EDP of OpenMP applications via concurrency throttling and frequency boosting

Sandro M. Marques, Matheus S. Serpa, Fábio Diniz Rossi et al. · Journal of Systems Architecture · 2022 · 12 citations

Computing, Computer Engineering, Computer Science +16

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