On Assessing Heterogeneity Management Solutions in Federated Learning Systems

This is the code made for simulating Federated Learning Algorithms assessment. and there is also a file containing the results of different simulations we have done and some comparison plots.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-10-24
DOI
https://doi.org/10.5281/zenodo.13987516
Primary Topic
Privacy-Preserving Technologies in Data
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

On Assessing Heterogeneity Management Solutions in Federated Learning Systems

Zenodo (CERN European Organization for Nuclear Research)
Privacy-Preserving Technologies in Data
article

On Assessing Heterogeneity Management Solutions in Federated Learning Systems

article en

Abstract

This is the code made for simulating Federated Learning Algorithms assessment. and there is also a file containing the results of different simulations we have done and some comparison plots.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 65%
Privacy-Preserving Technologies in Data
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

On Assessing Heterogeneity Management Solutions in Federated Learning Systems · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS