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Mixed-Method Research in Action: A Researchers Experience in Scientific Software Performance and Energy Efficiency

Replication Package of the study:

Title: "Mixed-Method Research in Action: A Researchers Experience in Scientific Software Performance and Energy Efficiency"

Structure of the Repository

  • cli: Folder containing the command-line tool. The tool can orchestrate the experiment and query SLURM to retrieve job measurements and data.
  • data: Folder including the measurements of our experiment. The files follow different naming conventions. The files called [machine_names]_[file.id].txt contain the measurements sorted per machine, while those named data_[daa|dpp].csv include data per workflow. The Focus Group - HADDOCK.csv file contain the results of the focus group.
  • notebooks: Folder containing the Jupyter notebooks to replicate the data analysis.
  • runs: Folder including the logs of each run of our experiment.
  • requirements.txt: File including the list of packages required for data analysis.
  • TACTICS.pdf: File that contains the assessment of the tactics by HADDOCK's Team.

Install Data Analysis packages

Install Jupyter Notebook and required libraries

pip install jupyter
pip install -r requirements.txt

Launch Jupyter Notebook from the upmost folder of this repository (./haddock-tactics-rep-pkg)

jupyter notebook