Hiago Mayk G. de A. Rocha

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Machine Learning

Bipartite Graph

Concurrent Execution

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio C. S. Beck
Allok: a machine learning approach for efficient graph execution on CPU-GPU clusters. J. Supercomput. 80 (13) (2024)
Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Márcio Eduardo Kreutz, Sílvia Maria Diniz Monteiro Maia, Monica Magalhães Pereira
Using evolutionary metaheuristics to solve the mapping and routing problem in networks on chip. Des. Autom. Embed. Syst. 27 (1-2) (2023)
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Improving the efficiency of graph algorithm executions on high-performance computing. Concurr. Comput. Pract. Exp. 35 (18) (2023)
Hiago Mayk G. de A. Rocha, Vicenç Beltran Querol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Optimizing Single-Source Graph Execution on NUMA Machines. SBESC (2023)
Vinicius S. da Silva, Angelo G. D. 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
Smart resource allocation of concurrent execution of parallel applications. Concurr. Comput. Pract. Exp. 35 (17) (2023)
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Searching for the Ideal Number of Threads on Asymmetric Multiprocessors. SBESC (2023)
Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Matheus A. Silva, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Automatic CPU-GPU Allocation for Graph Execution. PDP (2023)
Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Using machine learning to optimize graph execution on NUMA machines. DAC (2022)
Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Smoothing on Dynamic Concurrency Throttling. IPDPS Workshops (2022)
Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck
Boosting Graph Analytics by Tuning Threads and Data Affinity on NUMA Systems. PDP (2021)
Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Sílvia M. D. M. Maia, Márcio Eduardo Kreutz, Monica Magalhães Pereira
A Routing based Genetic Algorithm for Task Mapping on MPSoC. SBESC (2020)
Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon
Effective Exploration of Thread Throttling and Thread/Page Mapping on NUMA Systems. HPCC/DSS/SmartCity (2020)
Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Gabriel L. Nazar, Antonio Carlos Schneider Beck
A Machine Learning Approach for Reliability-Aware Application Mapping for Heterogeneous Multicores. DAC (2020)
Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Bruno Zatt, Antonio Carlos Schneider Beck, Gabriel L. Nazar
A Reliability-Oriented Machine Learning Strategy for Heterogeneous Multicore Application Mapping. ISCAS (2020)