Bogner, Justus
- Analyzing the Evolution and Maintenance of ML Models on Hugging Face
2023/11/22 by Castaño, Joel, Martínez-Fernández, Silverio, Franch, Xavier +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- On the Effectiveness of Microservices Tactics and Patterns to Reduce Energy Consumption: An Experimental Study on Trade-Offs
2025/01/24 by Xiao, Xingwen, Gao, Chushu, Bogner, Justus · 4 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
2024/09/11 by Umme Habiba, Markus Haug, Habiba, Umm-e- +5 · 3 citations
Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Engineering Techniques and Practices
- Designing Microservice Systems Using Patterns: An Empirical Study on Quality Trade-Offs
2022/01/10 by Vale, Guilherme, Correia, Filipe Figueiredo, Guerra, Eduardo Martins +3 · 1 citation
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- How Does Microservice Granularity Impact Energy Consumption and Performance? A Controlled Experiment
2025/02/01 by Zhao, Yiming, De Matteis, Tiziano, Bogner, Justus · 2 citations
#FOS: Computer and information sciences #Software Engineering (cs.SE)
- The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems
2024/07/03 by Rafiullah Omar, Omar, Rafiullah, Justus Bogner +9 · 1 citation
Computer Science · #Neural Networks and Applications
- AI Techniques in the Microservices Life-Cycle: A Systematic Mapping Study
2023/05/25 by Sergio Moreschini, Shahrzad M. Pour, Moreschini, Sergio +17 · 1 citation
Computer Science · #Software System Performance and Reliability #Cloud Computing and Resource Management #Software-Defined Networks and 5G
- How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration
2025/02/01 by Shreyas Kumar Parida, Parida, Shreyas Kumar, Ilias Gerostathopoulos +3 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Simulation Techniques and Applications #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)