The retries that finished the outage off

• A

  Retry with a fixed delay of one second between attempts

• B

  Do not retry at all, and surface the error to the user

• C

  Retry more aggressively so the request succeeds before the service fails

• D

  Exponential backoff with jitter, and a limit on retries in flight