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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| Hlavní autoři: | , , , , |
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| Médium: | Artigo |
| Jazyk: | Inglês |
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MDPI AG
2025-02-01
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| Edice: | Big Data and Cognitive Computing |
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| On-line přístup: | https://www.mdpi.com/2504-2289/9/2/47 |
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