4. Algorithm Development

This section helps you to develop MPC and FL algorithms that are compatible with vantage6. You are not going to find a list of algorithms here or help on how to use them. In the Components the basic concepts and interface between node and algorithm is explained. Then in the Classic Tutorial a FL algorithm is build from scratch.

This section is to be extended with more examples in the future.

Contents:

• 4.1. Concepts
  • 4.1.1. Input & output
    • Environment variables
    • File mounts
  • 4.1.2. Wrappers
    • Federated function
    • Central function
    • Different wrappers
    • Data serialization
  • 4.1.3. Mock client
  • 4.1.4. Child containers
  • 4.1.5. Networking
    • VPN connection
  • 4.1.6. Cross language
  • 4.1.7. Package & distribute
    • Dockerfile
    • Build & upload
    • Signed images
• 4.2. Classic Tutorial
  • 4.2.1. Mathematical decomposition
  • 4.2.2. Federated implementation
    • Federated part
    • Central part
    • Local testing
  • 4.2.3. Vantage6 integration
    • 📂Algorithm Structure
    • Local testing
    • Building and Distributing
  • 4.2.4. Cross-language serialization