Skip to content

@LPD-EPFL Distributed Computing Laboratory, EPFL

Change the repository type filter

All

    Repositories list

    46 repositories

    • byzfl

      Public
      ByzFL: A Python library for Byzantine-resilient federated learning, offering robust aggregators, attack simulations, and ML pipelines for distributed systems. Compatible with PyTorch and NumPy.
      machine-learningrobustnessfederated-learningbyzantine-fault-tolerance
      Python
      •
      MIT License
      •0•0•0•0•Updated Jan 14, 2025Jan 14, 2025

    • CS453-2024-project

      Public
      Concurrent Computing Project 2024
      C++
      •3•2•0•0•Updated Nov 9, 2024Nov 9, 2024

    • CS451-2024-project

      Public
      Python
      •
      MIT License
      •12•2•1•0•Updated Oct 7, 2024Oct 7, 2024

    • swarm-artifacts

      Public
      Artifacts for SWARM: Replicating Shared Disaggregated-Memory Data in No Time
      Python
      •
      MIT License
      •0•7•0•0•Updated Sep 25, 2024Sep 25, 2024

    • swarm-kv

      Public
      A fault-tolerant RDMA-based disaggregated key-value store with 1-RTT UPDATEs and GETs thanks to the SWARM replication protocol
      C++
      •
      MIT License
      •1•10•0•0•Updated Sep 25, 2024Sep 25, 2024

    • dsig-artifacts

      Public
      Artifacts for DSig: Breaking the Barrier of Signatures in Data Centers
      Shell
      •0•3•0•0•Updated Apr 29, 2024Apr 29, 2024

    • dsig

      Public
      DSig: Breaking the Barrier of Signatures in Data Centers
      C++
      •1•0•0•0•Updated Apr 26, 2024Apr 26, 2024

    • CS453-2023-project

      Public archive
      Concurrent Computing Project 2023
      C++
      •7•3•0•0•Updated Oct 3, 2023Oct 3, 2023

    • robust-collaborative-learning

      Public
      Robust Collaborative Learning with Linear Gradient Overhead
      Python
      •
      MIT License
      •1•7•1•0•Updated May 30, 2023May 30, 2023

    • ubft

      Public
      uBFT: Microsecond-scale BFT using Disaggregated Memory
      C++
      •
      Creative Commons Attribution 4.0 International
      •2•8•0•0•Updated Mar 14, 2023Mar 14, 2023

    • ukharon

      Public
      uKharon: A Membership Service for Microsecond Applications
      C++
      •
      Creative Commons Attribution 4.0 International
      •2•3•0•0•Updated Mar 14, 2023Mar 14, 2023

    • nn-fault-tolerance

      Public
      The Probabilistic Fault Tolerance of Neural Networks in the Continuous Limit, El-Mahdi El-Mhamdi, Rachid Guerraoui, Andrei Kucharavy, Sergei Volodin
      fault-tolerancecontinuitytensorflowneural-networks
      Python
      •1•2•0•19•Updated Dec 8, 2022Dec 8, 2022

    • ubft-artifacts

      Public
      Artifact evaluation of uBFT
      C
      •0•0•0•0•Updated Nov 17, 2022Nov 17, 2022

    • CS453-2022-project

      Public archive
      Concurrent Algorithms Project 2022
      C++
      •6•3•1•0•Updated Oct 1, 2022Oct 1, 2022

    • ukharon-artifacts

      Public
      Artifact evaluation of uKharon
      Shell
      •0•2•0•0•Updated Jul 11, 2022Jul 11, 2022

    • Attack_Equivalence

      Public
      Jupyter Notebook
      •1•2•0•0•Updated Jun 17, 2022Jun 17, 2022

    • CS453-2021-project

      Public archive
      Concurrent Algorithms Project 2021
      C++
      •9•4•0•0•Updated Nov 30, 2021Nov 30, 2021

    • CLHT

      Public
      CLHT is a very fast and scalable (lock-based and lock-free) concurrent hash table with cache-line sized buckets.
      C
      •
      Other
      •23•152•6•0•Updated Oct 4, 2021Oct 4, 2021

    • Garfield

      Public
      System Support for Byzantine Machine Learning
      garfieldbyzantine-machine-learning
      Cuda
      •
      MIT License
      •9•10•0•0•Updated Oct 4, 2021Oct 4, 2021

    • ByzantineMomentum

      Public
      Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)
      mlpytorchsgdmomentumbyzantineiclr
      Python
      •
      Other
      •3•20•0•0•Updated May 6, 2021May 6, 2021

    • DifferentialByzantine

      Public
      Differential Privacy and Byzantine Resilience in SGD: Do They Add Up? (PODC 2021)
      pytorchdifferential-privacybyzantine-machine-learning
      Python
      •
      MIT License
      •1•4•0•0•Updated Apr 30, 2021Apr 30, 2021

    • AggregaThor

      Public
      Byzantine-resilient distributed SGD with TensorFlow.
      Python
      •10•37•1•0•Updated Jan 22, 2021Jan 22, 2021

    • FeGAN

      Public
      FeGAN: Scaling Distributed GANs
      pytorchfegan
      Python
      •
      MIT License
      •4•13•0•0•Updated Dec 31, 2020Dec 31, 2020

    • mu

      Public
      Mu: Microsecond Consensus for Microsecond Applications
      C++
      •4•39•0•0•Updated Oct 12, 2020Oct 12, 2020

    • krum

      Public
      just a pointer saying that Krum's code in the Aggregathor repo to reduce emails
      MIT License
      •0•1•0•0•Updated Feb 5, 2020Feb 5, 2020

    • rdma-playground

      Public
      C
      •0•0•0•0•Updated Jan 9, 2020Jan 9, 2020

    • nv-lf-structures

      Public
      lock-free concurrent data structures for non-volatile RAM
      C++
      •
      MIT License
      •4•6•0•0•Updated Nov 4, 2019Nov 4, 2019

    • libnvram

      Public
      memory management and utilities for concurrent data structures for non-volatile ram
      C++
      •
      MIT License
      •3•2•0•0•Updated Nov 4, 2019Nov 4, 2019

    • nv-jemalloc

      Public
      jemalloc for non-volatile ram with per-memory-area tracking
      C
      •
      Other
      •1•1•0•0•Updated Oct 13, 2019Oct 13, 2019

    • MVTIL

      Public
      Distributed transactions
      C++
      •
      GNU General Public License v2.0
      •0•13•0•0•Updated Sep 19, 2019Sep 19, 2019