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Which design decisions in AI-enabled mobile applications contribute to greener AI?

Reference Type: 

Journal Article

Castanyer, Roger Creus, Silverio Martínez-Fernández, and Xavier Franch. 2023. “Which Design Decisions in AI-Enabled Mobile Applications Contribute to Greener AI?” Empirical Software Engineering 29 (1): 2.

The usage of complex artificial intelligence (AI) models demands expensive computational resources. While currently, available high-performance computing environments can support such complexity, the deployment of AI models in mobile devices, which is an increasing trend, is challenging. Environments with low computational resources imply limitations in the design decisions during the AI-enabled software engineering lifecycle that balance the trade-off between the accuracy and the complexity of the mobile applications.

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