Merlin and the Auditors of the Round Table.

Source code for our paper "Fair Decentralized Learning" in SaTML 2025.

Releasing the spot availability traces used in "Can't Be Late" paper.

prime is a framework for efficient, globally distributed training of AI models over the internet.

SWIFT: Shared WaIt Free Transmission

A beautiful, simple, clean, and responsive Jekyll theme for academics

Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training

Source code to support the paper "Noiseless Privacy Preserving Decentralized Learning" at PoPETS 2025.

iPhone 11 emulated on QEMU

A simulator for Decentralized Learning algorithms, based on discrete-event simulation

Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

Curated collection of papers in machine learning systems

LORA (Low-Rank Adaptation) to showcase an efficient way to fine-tune deep learning models.

PyTorch native post-training library

Fast and memory-efficient exact attention

An attempt at rehosting iPod Nano 3G (and possibly others) in QEMU. Originally a fork of Devos50's QEMU fork which had work for the iPod Touch 1G which I used as a starting point.

A QEMU emulator for legacy Apple devices

This open source benchmarking framework allows you to build your own P2P learning algorithm and evaluate it in a simulated but realistic -- where you can model message delay, drop or churn -- netwo…

A decentralized learning research framework

Stochastic Gradient Push for Distributed Deep Learning

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

Decentralized Systems Benchmarking and Experiment Runner Framework

S5L8702 FMISS Peripheral Bytecode Tools and Documentation

Python module for simulating gossip learning.

🗼 collection of software development tips and principles

A PyTorch implementation of GraphSAGE. This package contains a PyTorch implementation of GraphSAGE.

A sybil-resilient distributed learning protocol.

HIDRA IPv8 project