Open Science Artifact: Experimenting Architectural Patterns in Federated Learning Systems

Description

This package contains: (ii) the code and the link to the Github Repository of AP4FED and (i) the results of the performance analysis of architectural patterns examined in the article “Experimenting Architectural Patterns in Federated Learning Systems,” which was submitted for publication in the Journal of Systems and Software’s Special Issue on “Software Architecture for Trustworthy Software.”

Structure

Performance Analysis.xlsl (An excel file containing the results of the analysis)

AP4Fed-Main.zip (The code of the tool proposed. It contains a README.md file with instructions/specifications for running AP4FED)

To run and test AP4FED please follow the instruction on the README.md file in this repository or in the Github repository.

Repository Link: https://github.com/IvanComp/AP4Fed