Silverio Martínez-Fernández
Universidad Politécnica de Cataluña
H-index: 19
Europe-Spain
Top articles of Silverio Martínez-Fernández
Identifying architectural design decisions for achieving green ML serving
arXiv preprint arXiv:2402.07585
2024/2/12
Silverio Martínez-Fernández
H-Index: 12
Patricia Lago
H-Index: 27
Lessons Learned from Mining the Hugging Face Repository
arXiv preprint arXiv:2402.07323
2024/2/11
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
GAISSALabel: A tool for energy labeling of ML models
arXiv preprint arXiv:2401.17150
2024/1/30
Cristina Gómez
H-Index: 14
Silverio Martínez-Fernández
H-Index: 12
Which design decisions in AI-enabled mobile applications contribute to greener AI?
Empirical Software Engineering
2024/1
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
Metrics for Code Smells of ML Pipelines
2023/12/2
Analyzing the evolution and maintenance of ml models on hugging face
arXiv preprint arXiv:2311.13380
2023/11/22
Training future ML engineers: a project-based course on MLOps
IEEE software
2023/9/7
Silverio Martínez-Fernández
H-Index: 12
Towards green AI-based software systems: an architecture-centric approach (GAISSA)
2023/9/6
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
Do DL models and training environments have an impact on energy consumption?
2023/9/6
Bayesian Network analysis of software logs for data‐driven software maintenance
IET Software
2023
Teaching MLOps in higher education through project-based learning
2023/5/14
Silverio Martínez-Fernández
H-Index: 12
A requirements engineering perspective to AI-based systems development: A vision paper
2023/4/4
Xavier Franch
H-Index: 27
Silverio Martínez-Fernández
H-Index: 12
Energy efficiency of training neural network architectures: An empirical study
arXiv preprint arXiv:2302.00967
2023/2/2
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
A review on green deployment for Edge AI-Abstract
2023
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
Exploring the carbon footprint of Hugging Face's ML models: a repository mining study
2023/10/26
Applying project-based learning to teach software analytics and best practices in data science
International journal of engineering education
2023
Energy Consumption of Automated Program Repair
arXiv preprint arXiv:2211.12104
2022/11/22
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
Domain-Independent Reference Architectures and Standards
2022/9/7
Silverio Martínez-Fernández
H-Index: 12
Xavier Franch
H-Index: 27
Architectural decisions in AI-based systems: An ontological view
2022/9/5
Guiding the retraining of convolutional neural networks against adversarial inputs
arXiv preprint arXiv:2207.03689
2022/7/8
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