An Empirical Study on the Energy Usage and Performance of Pandas and Polars Data Analysis Python Libraries.
Felix NahrstedtMehdi KarmoucheKarolina BargielPouyeh BanijamaliApoorva Nalini Pradeep KumarIvano MalavoltaPublished in: EASE (2024)
Keyphrases
- data analysis
- energy consumption
- open source
- programming language
- data processing
- digital libraries
- data mining
- energy minimization
- data collection
- data visualization
- low energy
- rough sets
- energy saving
- big data
- business intelligence
- database
- multimedia
- machine learning
- data management
- usage patterns
- usage data
- multi aspect
- intelligent data analysis
- solar energy
- data mining applications
- object oriented
- knowledge discovery
- preprocessing
- databases
- data sets
- real time