Cruz, Luís
- A Systematic Review of Green AI
2023/01/26 by Roberto Verdecchia, June Sallou, Verdecchia, Roberto +3 · 15 citations
Engineering · Environmental Science · #Green IT and Sustainability #Air Quality Monitoring and Forecasting #Smart Cities and Technologies
- AI Lifecycle Models Need To Be Revised. An Exploratory Study in Fintech
2020/10/03 by Haakman, Mark, Cruz, Luís, Huijgens, Hennie +1 · 6 citations
#68T01 #D.2.9 #FOS: Computer and information sciences #I.2.0 #Software Engineering (cs.SE)
- The Prevalence of Code Smells in Machine Learning projects
2021/03/06 by van Oort, Bart, Cruz, Luís, Aniche, Maurício +1 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Code Smells for Machine Learning Applications
2022/03/25 by Haiyin Zhang, Luís Cruz, Zhang, Haiyin +3 · 2 citations
Computer Science · Decision Sciences · #68-04 #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Software Engineering Research
- Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI
2023/03/24 by Tim Yarally, Luís Cruz, Yarally, Tim +7 · 2 citations
Environmental Science · Computer Science · Energy · #Air Quality Monitoring and Forecasting #Advanced Neural Network Applications #Energy, Environment, and Transportation Policies
- Estimating Deep Learning energy consumption based on model architecture and training environment
2023/07/07 by del Rey, Santiago, Cruz, Luís, Franch, Xavier +1 · 1 citation
#Computers and Society (cs.CY) #D.2 #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- On the Energy Footprint of Mobile Testing Frameworks
2019/10/19 by Luís Cruz, Cruz, Luís, Abreu, Rui · 1 citation
Computer Science · Engineering · #Caching and Content Delivery #FOS: Computer and information sciences #Green IT and Sustainability #Opportunistic and Delay-Tolerant Networks #Software Engineering (cs.SE)
- Green AI in Action: Strategic Model Selection for Ensembles in Production
2024/05/21 by Nijkamp, Nienke, Sallou, June, van der Heijden, Niels +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
2025/06/02 by Cruz, Luís, Fernandes, João Paulo, Kirkeby, Maja H. +22 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE)
- On the Effectiveness of the 'Follow-the-Sun' Strategy in Mitigating the Carbon Footprint of AI in Cloud Instances
2025/03/20 by Vergallo, Roberto, Cruz, Luís, Errico, Alessio +1 · 1 citation
#Artificial Intelligence (cs.AI) #Computational Engineering #Distributed #FOS: Computer and information sciences #Finance #I.2.0 #Parallel #Software Engineering (cs.SE) #and Cluster Computing (cs.DC) #and Science (cs.CE)