Energy Consumption of Dataframe Libraries for End-to-End Deep Learning Pipelines:A Comparative Analysis
arXiv:2511.08644v3 Announce Type: replace-cross
Abstract: This paper presents a detailed comparative analysis of the performance of three major Python data manipulation libraries – Pandas, Polars, and Dask – specifically when embedded within complete …