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Actor Design Patterns

This section is a collection of common design patterns (and anti-patterns) for Ray actors. It is meant as a handbook for both:

• New users trying to understand how to get started with Ray, and

• Advanced users trying to optimize their use of Ray actors

You may also be interested in visiting the design patterns section for tasks.

• Pattern: Tree of actors
  • Example use case
  • Notes
  • Code example
• Pattern: Multi-node synchronization using an Actor
  • Code example
• Pattern: Concurrent operations with async actor
  • Code example
• Pattern: Overlapping computation and communication
  • Notes
  • Code example
• Pattern: Fault Tolerance with Actor Checkpointing
  • Code example

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Pattern: Tree of actors