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1. Check whether the failure is recoverable. If not, then go to Failing state
2. Ask the configured RestartBackoffTimeStrategy whether we can restart. If not, then go to Failing state
3. Ask the configured RestartBackoffTimeStrategy for the backoff time between failure and restart

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ScaleUpController

Whenever the scheduler is in the Executing state and receives new slots, the scheduler checks whether the job can be run with an increased parallelism. If this is the case, then the scheduler will ask the ScaleUpController given the old and cumulative parallelism of all operators whether it should scale up or not.

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