Hiago Mayk G. de A. Rocha

22 papers A* 2C 3Journal 6Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Assuming the best: Towards a reliable protocol for resource usage prediction for high-performance computing based on machine learning.
Future Gener. Comput. Syst.
Alexandre H. L. Porto, Micaella Coelho, Hiago Mayk G. de A. Rocha, Carla Osthoff, Kary A. C. S. Ocaña, Douglas de O. Cardoso
2025 — conf
Energy-Efficient Execution of Parallel Regions on Heterogeneous Multi-Cores.
SBCCI
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Antonio Carlos S. Beck
2025 — conf
Exploiting Design Flexibility in Multi-Tenant Multi-FPGA Edge Systems.
LASCAS
Ian Kersz, Michael G. Jordan, Hiago Mayk G. de A. Rocha, Felipe Kalinski Ferreira, José Rodrigo Azambuja, Fernanda L. Kastensmidt, Antonio Carlos S. Beck
2025 — conf
GAAMP: Automatic Thread Count/Affinity and DVFS Tuning for Asymmetric Multicores.
ISVLSI
Marcelo K. Moori, Arthur Francisco Lorenzon, Hiago Mayk G. de A. Rocha, Antonio Carlos S. Beck
2025 J jnl
Integration framework for online thread throttling with thread and page mapping on NUMA systems.
J. Parallel Distributed Comput.
Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Samuel Xavier de Souza, Antonio Carlos S. Beck
2024 — conf
Adaptive and Offloaded CNNs for IoT-Edge FPGAs.
ISVLSI
Guilherme Korol, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck
2024 J jnl
Allok: a machine learning approach for efficient graph execution on CPU-GPU clusters.
J. Supercomput.
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio C. S. Beck
2024 — conf
Efficient Thread Tuning for Asymmetric Multicores.
SBCCI
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2024 — conf
Enhancing Graph Execution for Performance and Energy Efficiency on NUMA Machines.
ISVLSI
Hiago Mayk G. de A. Rocha, Marcelo K. Moori, Guilherme Korol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2023 C conf
Automatic CPU-GPU Allocation for Graph Execution.
PDP
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Matheus A. Silva, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2023 J jnl
Improving the efficiency of graph algorithm executions on high-performance computing.
Concurr. Comput. Pract. Exp.
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2023 — conf
Optimizing Single-Source Graph Execution on NUMA Machines.
SBESC
Hiago Mayk G. de A. Rocha, Vicenç Beltran Querol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2023 — conf
Searching for the Ideal Number of Threads on Asymmetric Multiprocessors.
SBESC
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2023 J jnl
Smart resource allocation of concurrent execution of parallel applications.
Concurr. Comput. Pract. Exp.
Vinicius S. da Silva, Angelo Gaspar Diniz Nogueira, Everton Camargo de Lima, Hiago Mayk G. de A. Rocha, Matheus S. Serpa, Marcelo Caggiani Luizelli, Fábio D. Rossi, Philippe O. A. Navaux, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon
2023 J jnl
Using evolutionary metaheuristics to solve the mapping and routing problem in networks on chip.
Des. Autom. Embed. Syst.
Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Márcio Eduardo Kreutz, Sílvia Maria Diniz Monteiro Maia, Monica Magalhães Pereira
2022 — conf
Smoothing on Dynamic Concurrency Throttling.
IPDPS Workshops
Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2022 A* conf
Using machine learning to optimize graph execution on NUMA machines.
DAC
Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2021 C conf
Boosting Graph Analytics by Tuning Threads and Data Affinity on NUMA Systems.
PDP
Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
2020 A* conf
A Machine Learning Approach for Reliability-Aware Application Mapping for Heterogeneous Multicores.
DAC
Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Gabriel L. Nazar, Antonio Carlos Schneider Beck
2020 C conf
A Reliability-Oriented Machine Learning Strategy for Heterogeneous Multicore Application Mapping.
ISCAS
Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Bruno Zatt, Antonio Carlos Schneider Beck, Gabriel L. Nazar
2020 — conf
A Routing based Genetic Algorithm for Task Mapping on MPSoC.
SBESC
Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Sílvia M. D. M. Maia, Márcio Eduardo Kreutz, Monica Magalhães Pereira
2020 — conf
Effective Exploration of Thread Throttling and Thread/Page Mapping on NUMA Systems.
HPCC/DSS/SmartCity
Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon