• Install Python 3.10
• Install Pipenv: pip install pipenv

Install the dependencies by doing:

pipenv install --dev

Fill the Cloud configuration file with your credentials and parameters to be able to use the Cloud services:

cp .lithops_config.template .lithops_config

Run the reduction script by doing:

pipenv run reduct

This will run the analysis of the execution time of the parallel reduction algorithm depending on the number of workers. It will save the results in the metrics folder and show a plot of the results for each dataset.

To encrypt the cost column using the Paillier cryptosystem before performing the parallel reduction, add the --encrypt flag:

pipenv run reduct --encrypt

Romain Monier [ GitHub ] – Developer

Project Link: https://github.com/rmonier/parallel-reduction