Hiago Rocha

According to our database, Hiago Rocha authored at least 18 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Allok: a machine learning approach for efficient graph execution on CPU-GPU clusters.

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio C. S. Beck

J. Supercomput., September, 2024

Efficient Thread Tuning for Asymmetric Multicores.

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the 37th SBC/SBMicro/IEEE Symposium on Integrated Circuits and Systems Design, 2024

Enhancing Graph Execution for Performance and Energy Efficiency on NUMA Machines.

Hiago Mayk G. de A. Rocha, Marcelo K. Moori, Guilherme Korol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

Adaptive and Offloaded CNNs for IoT-Edge FPGAs.

Guilherme Korol, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

2023

Using evolutionary metaheuristics to solve the mapping and routing problem in networks on chip.

Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Márcio Eduardo Kreutz, Sílvia Maria Diniz Monteiro Maia, Monica Magalhães Pereira

Des. Autom. Embed. Syst., June, 2023

Smart resource allocation of concurrent execution of parallel applications.

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

Concurr. Comput. Pract. Exp., 2023

Improving the efficiency of graph algorithm executions on high-performance computing.

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Concurr. Comput. Pract. Exp., 2023

Optimizing Single-Source Graph Execution on NUMA Machines.

Hiago Mayk G. de A. Rocha, Vicenç Beltran Querol, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the XIII Brazilian Symposium on Computing Systems Engineering, 2023

Searching for the Ideal Number of Threads on Asymmetric Multiprocessors.

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the XIII Brazilian Symposium on Computing Systems Engineering, 2023

Automatic CPU-GPU Allocation for Graph Execution.

Marcelo K. Moori, Hiago Mayk G. de A. Rocha, Matheus A. Silva, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the 31st Euromicro International Conference on Parallel, 2023

2022

Smoothing on Dynamic Concurrency Throttling.

Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022

Using machine learning to optimize graph execution on NUMA machines.

Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021

Boosting Graph Analytics by Tuning Threads and Data Affinity on NUMA Systems.

Hiago Mayk G. de A. Rocha, Janaina Schwarzrock, Arthur Francisco Lorenzon, Antonio Carlos Schneider Beck

Proceedings of the 29th Euromicro International Conference on Parallel, 2021

2020

A Routing based Genetic Algorithm for Task Mapping on MPSoC.

Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Sílvia M. D. M. Maia, Márcio Eduardo Kreutz, Monica Magalhães Pereira

Proceedings of the X Brazilian Symposium on Computing Systems Engineering, 2020

Firefly: An Open-source Rocket-based Intermittent Framework.

Hiago Rocha, Guilherme Korol, Michael Guilherme Jordan, Arthur M. Krause, Ronaldo Silveira, Caio Vieira, Philippe O. A. Navaux, Gabriel L. Nazar, Luigi Carro, Antonio Carlos Schneider Beck

Proceedings of the 33rd Symposium on Integrated Circuits and Systems Design, 2020

A Reliability-Oriented Machine Learning Strategy for Heterogeneous Multicore Application Mapping.

Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Bruno Zatt, Antonio Carlos Schneider Beck, Gabriel L. Nazar

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

Effective Exploration of Thread Throttling and Thread/Page Mapping on NUMA Systems.

Janaina Schwarzrock, Hiago Mayk G. de A. Rocha, Antonio Carlos Schneider Beck, Arthur Francisco Lorenzon

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

A Machine Learning Approach for Reliability-Aware Application Mapping for Heterogeneous Multicores.

Rafael Billig Tonetto, Hiago Mayk G. de A. Rocha, Gabriel L. Nazar, Antonio Carlos Schneider Beck

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020