Polyaxon comes with a built-in queue to process tasks in a more asynchronous fashion.

For example when a new event comes in instead of writing it to the database immediately, it schedules a task to the queue so that the request can be returned right away, and the background workers handle saving that data.

By default, Polyaxon does not deploy with a broker enabled.

Redis

Redis is the supported broker and will work in most situations. The primary limitation of using Redis is that all pending work must fit in memory.

Enable the bundled Redis deployment and select it as the broker:

redis:
  enabled: true

broker: redis

You can further customize the redis dependency or you can turn it off and provide your own instance configuration.