• Introduction
  

     FATE (Federated AI Technology Enabler) is an open-source project initiated by Webank's AI Department to provide a secure computing framework to support the federated AI ecosystem. It implements secure computation protocols based on homomorphic encryption and multi-party computation (MPC). It supports federated learning architectures and secure computation of various machine learning algorithms, including logistic regression, tree-based algorithms, deep learning and transfer learning.

• License

     Apache License 2.0

• How to use this document

     Just follow the instruction.

• Deployment Architecture

• Pre-Installation Requirements

• Hardware Requirements

• Minimum Hardware Requirements

                           Single Machine with Linux or Mac system installed.

• Recommended Hardware Requirements

• Software Prerequisites

                           Software environment :jdk1.8+、Python3.6、python virtualenv、mysql5.6+、redis-5.0.2

Using KubeFATE, FATE can be deployed by either docker-compose or Kubernetes:

• For development or testing purposes, docker-compose is recommended. It only requires Docker enviroment. For more detail, please refer to Deployment by Docker Compose.

• For a production or a large scale deployment, Kubernetes is recommended as an underlying infrastructure to manage FATE system. For more detail, please refer to Deployment on Kubernetes.

More instructions can be found in KubeFATE.

• Database Prerequisites

• Schema scripts

• Other Installation Requirements

• Jump Host Requirements

• Network Requirements

• Bare Metal Node Requirements

• Execution Requirements (Bare Metal Only)

•    Installation High-Level Overview

• Bare Metal Deployment Guide

• Install Bare Metal Jump Host

• Creating a Node Inventory File

• Creating the Settings Files

• Running

• • Virtual Deployment Guide

    • Standard Deployment Overview

    • Snapshot Deployment Overview

    • Special Requirements for Virtual Deployments

    • Install Jump Host

    • Verifying the Setup - VMs

  • Upstream Deployment Guide

  • • Upstream Deployment Key Features

    • Special Requirements for Upstream Deployments

    • Scenarios and Deploy Settings for Upstream Deployments

    • Including Upstream Patches with Deployment

    • Running

    • Interacting with Containerized Overcloud

• Verifying the Setup as defined the Akraino validation feature project plus any additional testing specific to the blue print

• Developer Guide and Troubleshooting

• Utilization of Images

• Post-deployment Configuration

• Debugging Failures

• Reporting a Bug

• Uninstall Guide

• Troubleshooting

• Error Message Guide

• Maintenance

  • Blue Print Package Maintenance

    • Software maintenance
    • Hardware maintenance
  • Blue Print Deployment Maintenance

• Frequently Asked Questions

• License

• References

• Definitions, acronyms and abbreviations