Administer Promote

Alteryx Promote provides end-to-end data science system for developing, deploying and managing predictive models and real-time decision APIs. It allows data scientists and analytics teams to build, manage and deploy predictive models to production faster, and more reliably, without writing any custom deployment code.

The Promote architecture is a distributed system that relies upon the Raft consensus algorithm to distribute a state machine across a cluster of computing resources. This ensures that all services but specifically predictive models, are highly available.

The four main components to Promote are:

• Network Load Balancer: provides load balancing for all incoming traffic to deployed models
• PostgreSQL database: used to preserve state for the web application
• Promote Platform: renders the web application and receives new model deployments from users
• Model registry: a registry for preserving and sharing deployed models across the cluster