Dataset Open Access

Characterizing Energy Consumption of Third-Party API Libraries using API Utilization Profiles (ESEM'2020 Dataset)

Andreas Schuler; Gabriele Kotsis

Motivation

This repository contains the data-set used as a basis for our ESEM'2020 paper Characterizing Energy Consumption of Third-Party API Libraries using API Utilization Profiles The dataset is comprised of 2 test scenarios: The first one is based on the paper from Rocha et al. (2019), the second one is based on the commonly known Google Gson library.

Description of the dataset

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

  • id - an individual identifier
  • 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
  • energyConsumption - computed energy consumption
  • watts - recorded wattage
  • uApi - the computed uAPI profile value

Besides the data, this repository also contains the result images from the ESEM'2020 paper in pdf-file format.

Android I/O Experiment

For the Android I/O Experiment we examined the correlation between API utilization and energy consumption. For the dataset, we took inspiration from Rocha et al. (2019). The dataset uses abbreviations for the examined classes which are further described in the readme.md file

  • Filename: io_test_052020.csv

Google Gson Experiment

The Google Gson dataset contains recordings for Google Gson version 2.8.5. Again, the dataset was used as a foundation for examining the correlation between the computed API profiles and energy consumption.

  • Filename: gson_test_052020.csv

License

Creative Commons CC-BY

Files (1.8 MB)
Name Size
attribution.pdf
md5:77a8744fafbebc1be62a52105baa5fda
77.9 kB Download
cg_computation.pdf
md5:2049e6e764f51cbe73f1b5c66189c0df
76.6 kB Download
compare_1.pdf
md5:3479f42830c2b36108796d0461f6608e
133.1 kB Download
compare_2.pdf
md5:208ecf6a5831eb1697c30e0cc80e65f4
14.3 kB Download
correlation_2.pdf
md5:7c0073096cf134cf900668fff9d4c250
12.2 kB Download
experiment_def.pdf
md5:7148685408561891276aec60011c6b5a
25.6 kB Download
gson_dataset_20072020.csv
md5:a8292ded4f2cd3a1a0c72adc5a239587
1.3 MB Download
io_dataset_052020.csv
md5:a9d0531cb83106d7bd4faeafb482ff51
16.3 kB Download
readme.md
md5:00d30086b355427694700e5c6ea61b70
3.2 kB Download
regression.pdf
md5:f0e2c295c4c8d647772abe510ef58065
26.3 kB Download
residuals.pdf
md5:3d994341b07b1a970a206e49e92c97b4
25.0 kB Download
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