FedOps Simulation

FL Simulation on a Single Machine

  • For people who want to quickly use FL on a single machine

  • Configure a client/server environment by allocating user-customized resources with Ray-based VirtualClientEngine.
    (Reconstruction using Flower Simulation)

  • Apply custom data and models for FL

  • Has a Client Selection function based on Local Model Evaluation

  • Monitor model performance in real time

  • FedOps Simulation Guide