André M. Yokoyama

According to our database, André M. Yokoyama authored at least 8 papers between 2013 and 2024.

Collaborative distances:

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

2024

Multi-objective hyperparameter optimization approach with genetic algorithms towards efficient and environmentally friendly machine learning.

André M. Yokoyama, Mariza Ferro, Bruno Schulze

AI Commun., 2024

2023

Investigating hardware and software aspects in the energy consumption of machine learning: A green AI-centric analysis.

André M. Yokoyama, Mariza Ferro, Felipe B. de Paula, Vítor Vieira, Bruno Schulze

Concurr. Comput. Pract. Exp., 2023

2022

A Multi-objective Hyperparameter Optimization for Machine Learning Using Genetic Algorithms: A Green AI Centric Approach.

André M. Yokoyama, Mariza Ferro, Bruno Schulze

Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2022, 2022

2018

SMCis: Scientific Applications Monitoring and Prediction for HPC Environments.

Gabrieli Silva, Vinícius Klôh, André M. Yokoyama, Matheus Gritz, Bruno Schulze, Mariza Ferro

Proceedings of the High Performance Computing Systems - 19th Symposium, 2018

SMCis: Scientific Applications Monitoring Tool for HPC Environments.

Gabrieli Silva, Vinícius Klôh, André M. Yokoyama, Mariza Ferro, Bruno Schulze

Proceedings of the Symposium on High Performance Computing Systems, 2018

Performance and Energy Efficiency Evaluation for HPC Applications in Heterogeneous Architectures.

Vinícius Klôh, Daniel Yokoyama, André M. Yokoyama, Gabrieli Silva, Mariza Ferro, Bruno Schulze

Proceedings of the Symposium on High Performance Computing Systems, 2018

2017

Challenges in HPC Evaluation: Towards a Methodology for Scientific Application Requirements.

Mariza Ferro, Gabrieli Silva, Vinícius Klôh, André M. Yokoyama, Antonio Roberto Mury, Bruno Schulze

Proceedings of the Big Data and HPC: Ecosystem and Convergence, TopHPC 2017, 2017

2013

A Walking Dwarf on the Clouds.

Laion F. Manfroi, Mariza Ferro, André M. Yokoyama, Antonio Roberto Mury, Bruno Schulze

Proceedings of the IEEE/ACM 6th International Conference on Utility and Cloud Computing, 2013