Balancing Progress and Responsibility: A Synthesis of Sustainability Trade-Offs of AI-Based Systems
Fuente:
arXiv
Guardado en:
| Autores principales: | Kumar, Apoorva Nalini Pradeep, Bogner, Justus, Funke, Markus, Lago, Patricia |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System
por: Grote, Marcel, et al.
Publicado: (2023)
por: Grote, Marcel, et al.
Publicado: (2023)
How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
por: Habiba, Umm-e-, et al.
Publicado: (2024)
por: Habiba, Umm-e-, et al.
Publicado: (2024)
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository
por: Heiland, Lukas, et al.
Publicado: (2023)
por: Heiland, Lukas, et al.
Publicado: (2023)
Injecting Sustainability in Software Architecture: A Rapid Review
por: Funke, Markus, et al.
Publicado: (2025)
por: Funke, Markus, et al.
Publicado: (2025)
Towards an Architectural Perspective for Sustainability: Bundle the Needs from Industry
por: Funke, Markus, et al.
Publicado: (2025)
por: Funke, Markus, et al.
Publicado: (2025)
The More the Merrier? Navigating Accuracy vs. Energy Efficiency Design Trade-Offs in Ensemble Learning Systems
por: Omar, Rafiullah, et al.
Publicado: (2024)
por: Omar, Rafiullah, et al.
Publicado: (2024)
ICSE 2023 Sustainability Report
por: Lago, Patricia, et al.
Publicado: (2026)
por: Lago, Patricia, et al.
Publicado: (2026)
On the Effectiveness of Microservices Tactics and Patterns to Reduce Energy Consumption: An Experimental Study on Trade-Offs
por: Xiao, Xingwen, et al.
Publicado: (2025)
por: Xiao, Xingwen, et al.
Publicado: (2025)
ICSE 2022 Sustainability Report
por: Lago, Patricia, et al.
Publicado: (2026)
por: Lago, Patricia, et al.
Publicado: (2026)
Greening AI-enabled Systems with Software Engineering: A Research Agenda for Environmentally Sustainable AI Practices
por: Cruz, Luís, et al.
Publicado: (2025)
por: Cruz, Luís, et al.
Publicado: (2025)
Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements
por: Umm-e-Habiba, et al.
Publicado: (2022)
por: Umm-e-Habiba, et al.
Publicado: (2022)
Fairness-First Design Thinking for Software Architecture
por: Fatima, Iffat, et al.
Publicado: (2026)
por: Fatima, Iffat, et al.
Publicado: (2026)
A Synthesis of Green Architectural Tactics for ML-Enabled Systems
por: Järvenpää, Heli, et al.
Publicado: (2023)
por: Järvenpää, Heli, et al.
Publicado: (2023)
An Analysis of MLOps Architectures: A Systematic Mapping Study
por: Najafabadi, Faezeh Amou, et al.
Publicado: (2024)
por: Najafabadi, Faezeh Amou, et al.
Publicado: (2024)
Designing Value-Based Platforms: Architectural Strategies Derived from the Digital Markets Act
por: Stiehle, Fabian, et al.
Publicado: (2026)
por: Stiehle, Fabian, et al.
Publicado: (2026)
The Sustainability Assessment Framework Toolkit: A Decade of Modeling Experience
por: Lago, Patricia, et al.
Publicado: (2024)
por: Lago, Patricia, et al.
Publicado: (2024)
How to Sustainably Monitor ML-Enabled Systems? Accuracy and Energy Efficiency Tradeoffs in Concept Drift Detection
por: Omar, Rafiullah, et al.
Publicado: (2024)
por: Omar, Rafiullah, et al.
Publicado: (2024)
AI Techniques in the Microservices Life-Cycle: A Systematic Mapping Study
por: Moreschini, Sergio, et al.
Publicado: (2023)
por: Moreschini, Sergio, et al.
Publicado: (2023)
Analyzing the Evolution and Maintenance of ML Models on Hugging Face
por: Castaño, Joel, et al.
Publicado: (2023)
por: Castaño, Joel, et al.
Publicado: (2023)
Can We Make Code Green? Understanding Trade-Offs in LLMs vs. Human Code Optimizations
por: Rani, Pooja, et al.
Publicado: (2025)
por: Rani, Pooja, et al.
Publicado: (2025)
To Type or Not to Type? A Systematic Comparison of the Software Quality of JavaScript and TypeScript Applications on GitHub
por: Bogner, Justus, et al.
Publicado: (2022)
por: Bogner, Justus, et al.
Publicado: (2022)
On the Effectiveness of Proposed Techniques to Reduce Energy Consumption in RAG Systems: A Controlled Experiment
por: Guo, Zhinuan, et al.
Publicado: (2026)
por: Guo, Zhinuan, et al.
Publicado: (2026)
Notes On Writing Effective Empirical Software Engineering Papers: An Opinionated Primer
por: Verdecchia, Roberto, et al.
Publicado: (2025)
por: Verdecchia, Roberto, et al.
Publicado: (2025)
The Human Need for Storytelling: Reflections on Qualitative Software Engineering Research With a Focus Group of Experts
por: Verdecchia, Roberto, et al.
Publicado: (2025)
por: Verdecchia, Roberto, et al.
Publicado: (2025)
ACM SIGSOFT SEN Empirical Software Engineering: Introducing Our New Regular Column
por: Bogner, Justus, et al.
Publicado: (2025)
por: Bogner, Justus, et al.
Publicado: (2025)
How Do Model Export Formats Impact the Development of ML-Enabled Systems? A Case Study on Model Integration
por: Parida, Shreyas Kumar, et al.
Publicado: (2025)
por: Parida, Shreyas Kumar, et al.
Publicado: (2025)
Do RESTful API Design Rules Have an Impact on the Understandability of Web APIs? A Web-Based Experiment with API Descriptions
por: Bogner, Justus, et al.
Publicado: (2023)
por: Bogner, Justus, et al.
Publicado: (2023)
A Defect Classification Framework for AI-Based Software Systems (AI-ODC)
por: Alannsary, Mohammed O.
Publicado: (2025)
por: Alannsary, Mohammed O.
Publicado: (2025)
Insights into resource utilization of code small language models serving with runtime engines and execution providers
por: Durán, Francisco, et al.
Publicado: (2024)
por: Durán, Francisco, et al.
Publicado: (2024)
Are LLMs Ready for TOON? Benchmarking Structural Correctness-Sustainability Trade-offs in Novel Structured Output Formats
por: Masciari, Elio, et al.
Publicado: (2026)
por: Masciari, Elio, et al.
Publicado: (2026)
Ten Years of Teaching Empirical Software Engineering in the context of Energy-efficient Software
por: Malavolta, Ivano, et al.
Publicado: (2024)
por: Malavolta, Ivano, et al.
Publicado: (2024)
GenAI for Simulation Model in Model-Based Systems Engineering
por: Zhang, Lin, et al.
Publicado: (2025)
por: Zhang, Lin, et al.
Publicado: (2025)
PEFA-AI: Advancing Open-source LLMs for RTL generation using Progressive Error Feedback Agentic-AI
por: Narayanan, Athma, et al.
Publicado: (2025)
por: Narayanan, Athma, et al.
Publicado: (2025)
Decentralised Governance-Driven Architecture for Designing Foundation Model based Systems: Exploring the Role of Blockchain in Responsible AI
por: Liu, Yue, et al.
Publicado: (2023)
por: Liu, Yue, et al.
Publicado: (2023)
How Do Microservice API Patterns Impact Understandability? A Controlled Experiment
por: Bogner, Justus, et al.
Publicado: (2024)
por: Bogner, Justus, et al.
Publicado: (2024)
Beyond Self-Promotion: How Software Engineering Research Is Discussed on LinkedIn
por: Wyrich, Marvin, et al.
Publicado: (2024)
por: Wyrich, Marvin, et al.
Publicado: (2024)
Repository-Aware File Path Retrieval via Fine-Tuned LLMs
por: Yanuganti, Vasudha, et al.
Publicado: (2025)
por: Yanuganti, Vasudha, et al.
Publicado: (2025)
Carbon-Aware Governance Gates: An Architecture for Sustainable GenAI Development
por: Abbasi, Mateen A., et al.
Publicado: (2026)
por: Abbasi, Mateen A., et al.
Publicado: (2026)
A Multi-agent AI System for Deep Learning Model Migration from TensorFlow to JAX
por: Nikolov, Stoyan, et al.
Publicado: (2026)
por: Nikolov, Stoyan, et al.
Publicado: (2026)
AI Assurance: A Comprehensive Testing Strategy for Enterprise AI Systems
por: Badagi, Chitra, et al.
Publicado: (2026)
por: Badagi, Chitra, et al.
Publicado: (2026)
Ejemplares similares
-
A Case Study on AI Engineering Practices: Developing an Autonomous Stock Trading System
por: Grote, Marcel, et al.
Publicado: (2023) -
How Mature is Requirements Engineering for AI-based Systems? A Systematic Mapping Study on Practices, Challenges, and Future Research Directions
por: Habiba, Umm-e-, et al.
Publicado: (2024) -
Design Patterns for AI-based Systems: A Multivocal Literature Review and Pattern Repository
por: Heiland, Lukas, et al.
Publicado: (2023) -
Injecting Sustainability in Software Architecture: A Rapid Review
por: Funke, Markus, et al.
Publicado: (2025) -
Towards an Architectural Perspective for Sustainability: Bundle the Needs from Industry
por: Funke, Markus, et al.
Publicado: (2025)