Optimizing Data Pipelines for Green AI: A Comparative Analysis of Pandas, Polars, and PySpark for CO2 Emission Prediction

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Detalles Bibliográficos
Publicado en:	Computers vol. 14, no. 8 (2025), p. 319-343
Autor Principal:	Youssef, Mekouar
Outros autores:	Lahmer Mohammed, Karim, Mohammed
Publicado:	MDPI AG
Materias:	Computer centers Big Data Software Data processing Ingestion Performance evaluation Artificial intelligence Traffic Emissions Pipelining (computers) Optimization Energy efficiency Data science Carbon dioxide Libraries Machine learning Energy consumption Visualization Comparative analysis
Acceso en liña:	Citation/Abstract Full Text + Graphics Full Text - PDF
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