Mariza Ferro

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 14

Top Topics

Environmentally Friendly

Decision Tree Algorithm

Scientific Computing

Energy Efficiency

Top Venues

Concurr. Comput. Pract. Exp.

Publications

André M. Yokoyama, Mariza Ferro, Bruno Schulze
Multi-objective hyperparameter optimization approach with genetic algorithms towards efficient and environmentally friendly machine learning. AI Commun. 37 (3) (2024)
Ana Cristina Bicharra Garcia, Mariza Ferro
Distilled insights from IBERAMIA 2022. AI Commun. 37 (3) (2024)
Mariza Ferro, Gabrieli Silva, Felipe B. de Paula, Vítor Vieira, Bruno Schulze
Towards a sustainable artificial intelligence: A case study of energy efficiency in decision tree algorithms. Concurr. Comput. Pract. Exp. 35 (17) (2023)
André M. Yokoyama, Mariza Ferro, Felipe B. de Paula, Vítor Vieira, Bruno Schulze
Investigating hardware and software aspects in the energy consumption of machine learning: A green AI-centric analysis. Concurr. Comput. Pract. Exp. 35 (24) (2023)
André M. Yokoyama, Mariza Ferro, Bruno Schulze
A Multi-objective Hyperparameter Optimization for Machine Learning Using Genetic Algorithms: A Green AI Centric Approach. IBERAMIA (2022)
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
Machine Learning Approaches to Extreme Weather Events Forecast in Urban Areas: Challenges and Initial Results. Supercomput. Front. Innov. 9 (1) (2022)
Henrique Kloh, Vinod E. F. Rebello, Cristina Boeres, Bruno Schulze, Mariza Ferro
Static job scheduling for environments with vertical elasticity. Concurr. Comput. Pract. Exp. 32 (19) (2020)
Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Mariza Ferro, Bruno Schulze
SMCis: Scientific Applications Monitoring Tool for HPC Environments. WSCAD (2018)
Vinícius Klôh, Daniel Yokoyama, Andre M. Yokoyama, Gabrieli Silva, Mariza Ferro, Bruno Schulze
Performance and Energy Efficiency Evaluation for HPC Applications in Heterogeneous Architectures. WSCAD (2018)
Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Matheus Gritz, Bruno Schulze, Mariza Ferro
SMCis: Scientific Applications Monitoring and Prediction for HPC Environments. WSCAD (Selected Papers) (2018)
Mariza Ferro, Gabrieli Silva, Vinícius Klôh, Andre M. Yokoyama, Antonio Roberto Mury, Bruno Schulze
Challenges in HPC Evaluation: Towards a Methodology for Scientific Application Requirements. TopHPC (2017)
Mariza Ferro, Marisa F. Nicolas, Quadalupe Del Rosario Q. Saji, Antonio Roberto Mury, Bruno Schulze
Leveraging High Performance Computing for Bioinformatics: A Methodology that Enables a Reliable Decision-Making. CCGrid (2016)
Mariza Ferro, Giacomo V. McEvoy, Bruno Schulze
Analysis of High Performance Applications Using Workload Requirements. VECPAR (2016)
Mariza Ferro, Antonio Roberto Mury, Bruno Schulze
A Gain Function for Architectural Decision-Making in Scientific Computing. CoRR (2016)
Mariza Ferro, Antonio Roberto Mury, Laion F. Manfroi, Bruno Schulze
High Performance Computing Evaluation A methodology based on Scientific Application Requirements. CoRR (2014)
Antonio Roberto Mury, Bruno Schulze, Fabio Licht, Luis Carlos Erpen De Bona, Mariza Ferro
A Concurrency Mitigation Proposal for Sharing Environments: An Affinity Approach Based on Applications Classes. ICC (2014)
Laion F. Manfroi, Mariza Ferro, Andre M. Yokoyama, Antonio Roberto Mury, Bruno Schulze
A Walking Dwarf on the Clouds. UCC (2013)
Mariza Ferro, Antonio Roberto Mury, Bruno Schulze
A proposal to apply inductive logic programming to self-healing problem in grid computing: How will it work? Concurr. Comput. Pract. Exp. 23 (17) (2011)