Reusing ML Models in Dynamic Data Environments: Data Similarity-Based Approach for Efficient MLOps

The rapid integration of Machine Learning (ML) in organizational practices has driven demand for substantial computational resources, incurring both high economic costs and environmental impact, particularly from energy consumption. This challenge is amplified in dynamic data environments, where ML...

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Bibliographic Details

Main Authors:	Eduardo Peixoto, Diogo Torres, Davide Carneiro, Bruno Silva, Ruben Marques
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2025-02-01
Series:	Big Data and Cognitive Computing
Subjects:	MLOps frugal AI machine learning meta-learning
Online Access:	https://www.mdpi.com/2504-2289/9/2/47
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