Mining API Interactions to Analyze SoftwareRevisions for the Evolution of Energy Consumption (MSR'2021 Dataset)

Motivation

This repository contains the data-set used as a basis for our MSR'2021 paper Mining API Interactions to Analyze Software Revisions for the Evolution of Energy Consumption.

Description of the dataset

The dataset is stored in a file msr_2021_dataset.csv and contains the following data:

id - an individual identifier

sampleNr - a number identifying the group this sample relates to

name - the name of the library examined

className - the class name as an abbreviation

method - the name of the executed method

duration - duration of method execution

durationAdjusted - duration after alignment between method trace and energy profile

energyConsumption - computed energy consumption

watts - recorded wattage

`package-names` - per package uAPI profile

uApi - the computed uAPI profile value

The files joule_anova_posthoc_result.csv and uAPI_anova_posthoc_result.csv contain the results of the ANOVA and Tukey HSD posthoc analysis to determine accuracy and F1-score of the presented approach.

License

Creative Commons CC-BY