Mariza Ferro

According to our database, Mariza Ferro authored at least 18 papers between 2011 and 2024.

Collaborative distances:

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

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

Distilled insights from IBERAMIA 2022.

Ana Cristina Bicharra Garcia, Mariza Ferro

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

Towards a sustainable artificial intelligence: A case study of energy efficiency in decision tree algorithms.

Mariza Ferro, Gabrieli Silva, Felipe B. de Paula, Vítor Vieira, Bruno Schulze

Concurr. Comput. Pract. Exp., 2023

2022

Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results.

Fábio Porto, Mariza Ferro, Eduardo S. Ogasawara, Thiago Moeda, Claudio Daniel Tenorio de Barros, Anderson Chaves da Silva, Rocío Zorrilla, Rafael Silva Pereira, Rafaela Nascimento Castro, João Victor Silva, Rebecca Salles, Augusto José Fonseca, Juliana Hermsdorff, Marcelo Magalhães, Vitor Sá, Adolfo Simões, Carlos Cardoso, Eduardo Bezerra

Supercomput. Front. Innov., 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

2020

Static job scheduling for environments with vertical elasticity.

Henrique Kloh, Vinod E. F. Rebello, Cristina Boeres, Bruno Schulze, Mariza Ferro

Concurr. Comput. Pract. Exp., 2020

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

2016

A Gain Function for Architectural Decision-Making in Scientific Computing.

Mariza Ferro, Antonio Roberto Mury, Bruno Schulze

CoRR, 2016

Analysis of High Performance Applications Using Workload Requirements.

Mariza Ferro, Giacomo V. McEvoy, Bruno Schulze

Proceedings of the High Performance Computing for Computational Science - VECPAR 2016, 2016

Leveraging High Performance Computing for Bioinformatics: A Methodology that Enables a Reliable Decision-Making.

Mariza Ferro, Marisa F. Nicolas, Quadalupe Del Rosario Q. Saji, Antonio Roberto Mury, Bruno Schulze

Proceedings of the IEEE/ACM 16th International Symposium on Cluster, 2016

2014

High Performance Computing Evaluation A methodology based on Scientific Application Requirements.

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

CoRR, 2014

A Concurrency Mitigation Proposal for Sharing Environments: An Affinity Approach Based on Applications Classes.

Antonio Roberto Mury, Bruno Schulze, Fabio Licht, Luis Carlos Erpen De Bona, Mariza Ferro

Proceedings of the Intelligent Cloud Computing - First International Conference, 2014

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

2011

A proposal to apply inductive logic programming to self-healing problem in grid computing: How will it work?

Mariza Ferro, Antonio Roberto Mury, Bruno Schulze

Concurr. Comput. Pract. Exp., 2011