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Jaemin Shin's Projects

fedprox-pytorch icon fedprox-pytorch

PyTorch implementation of FedProx (Federated Optimization for Heterogeneous Networks, MLSys 2020).

fedscale icon fedscale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

flame icon flame

flame is a federated learning system for edge with flexibility and scalability at the core of its design.

flower-fedbalancer-testbed icon flower-fedbalancer-testbed

Testbed experiment implementation for FedBalancer (Jaemin Shin et al., ACM MobiSys'22) based on "Flower - A Friendly Federated Learning Framework"

jaemin-shin.github.io icon jaemin-shin.github.io

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

leaf-torch icon leaf-torch

Hey,this is a torch implementation of LEAF(a benchmark of FL)

phantomjs-render-large-page icon phantomjs-render-large-page

PhantomJS can't render very tall or wide pages (more than 30k pixels). This library is a workaround to do it anyway.

pinpoint icon pinpoint

Pinpoint is an open source APM (Application Performance Management) tool for large-scale distributed systems written in Java.

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