When requests to Step Function fail, Workflow Service performs exponential backoff retries to notify Step Function service. Number of retries = 3 The total duration of all attempts doesn't exceed 10 seconds.

Integer retrySeconds = 0;
for (int i = 1; i <= 3; i++) {
  retrySeconds += Math.pow(2, i - 1);
}