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Published February 28, 2025 | Version v3
Dataset Open

Open Science Artifact: Experimenting Architectural Patterns in Federated Learning Systems

  • 1. ROR icon Gran Sasso Science Institute

Description

Description

This package contains: (ii) the code and the link to the Github Repository of AP4FED and (i) the results of the analysis of architectural patterns in Federated Learning Systems, as examined in the article titled “Experimenting Architectural Patterns in Federated Learning Systems", which is under revision.

Structure

  • AP4Fed-Main.zip (The code of the tool proposed. It contains a README.md file with instructions/specifications for running AP4FED)
  • Performance Analysis.xlsl (An excel file containing the results of the analysis)

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

Files

AP4Fed-main.zip

Files (21.8 MB)

Name Size Download all
md5:ed721ed864d90b526e67106f5911bde3
21.0 MB Preview Download
md5:0dd2308812c5ea3c6285f2c757f97f54
777.1 kB Download

Additional details

Dates

Available
2025-02-28

Software

Repository URL
https://github.com/IvanComp/AP4Fed
Programming language
Python
Development Status
Active