A review of green artificial intelligence: Towards a more sustainable future
Indexed incrossref
Abstract
Green artificial intelligence (AI) is more environmentally friendly and inclusive than conventional AI, as it not only produces accurate results without increasing the computational cost but also ensures that any researcher with a laptop can perform high-quality research without the need for costly cloud servers. This paper discusses green AI as a pivotal approach to enhancing the environmental sustainability of AI systems. Described are AI solutions for eco-friendly practices in other fields (green-by AI), strategies for designing energy-efficient machine learning (ML) algorithms and models (green-in AI), and tools for accurately measuring and optimizing energy consumption. Also examined are the role of…
Citation impact
345
total citations
- FWCI
- 64.22
- Percentile
- 100%
- References
- 111
Citations per year
Authors
4Topics & keywords
Topics
Keywords
- Green computing
- Environmentally friendly
- Computer science
- Laptop
- Artificial intelligence
- Sustainability
- Energy consumption
- Efficient energy use
No related works found for this paper.