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AWS Batch has a mechanism for job retry. Documentations here: https://docs.aws.amazon.com/batch/latest/userguide/job_retries.html
Some quote from the doc:
You can apply a retry strategy to your jobs and job definitions that allows your jobs to be automatically retried if they fail. Possible failure scenarios include:
Any non-zero exit code from a container job
Amazon EC2 instance failure or termination
Internal AWS service error or outage
When a job is submitted to a job queue and placed into the RUNNING state, that is considered an attempt. By default, each job is given one attempt to move to either the SUCCEEDED or FAILED job state. However, both the job definition and the job submission workflows allow you to specify a retry strategy with between 1 and 10 attempts. For more information, see Retry Strategy.
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