Exponential backoff retries manage message processing failures without overwhelming services.
When a consumer fails to process a message, implementing retries with exponential backoff prevents repeated network strain. This involves retrying after progressively longer intervals. For example, if the payment service in an e-commerce system fails to process a payment event, it can retry after 1, 2, 4, and 8 seconds, allowing time for transient issues to resolve.