GitHub topics: communication-efficiency
chaoyanghe/Awesome-Federated-Learning
FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
Size: 210 KB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 1,948 - Forks: 329

weimingwill/awesome-federated-learning
All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
Language: Shell - Size: 271 KB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 689 - Forks: 97

fzhu0628/AgeSel---Communication-efficient-local-SGD-with-age-based-worker-selection
This work is a journal paper published at The Journal of Supercomputing in 2023, focusing on improving communication efficiency of a distributed learning system using age-based worker selection techniques.
Language: Python - Size: 1.95 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

rezafotohi/FedAnilPlus
FedAnil+ is a novel lightweight, and secure Federated Deep Learning Model to address non-IID data, privacy concerns, and communication overhead. This repo hosts a simulation for FedAnil+ written in Python.
Language: Python - Size: 10.9 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 1 - Forks: 0

vtsouval/FedCode
Communication-Efficient Federated Learning via Transferring Codebooks
Size: 22.5 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

Natasha-R/Federated-Learning-Sparsification
The communication efficiency of federated learning is improved by sparsifying the parameters uploaded by the clients.
Language: Python - Size: 24.8 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Huangxy-Minel/System-Design-for-Federated-Learning
Paper list of federated learning: About system design
Size: 96.6 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 7 - Forks: 0
