What are some real-world examples of retry strategies?

What are some real-world examples of retry strategies?

Retry strategies are techniques used to handle failures in processes. For example, in network communications, if a packet fails to send, the system might wait a moment and then try again.

Can you give me more examples in different contexts?

Sure! In web applications, if a user tries to log in and fails, the system might allow them to retry after a short delay. In payment processing, if a transaction fails, the system may automatically retry a few times before notifying the user.

What about in machine learning?

In machine learning, a retry strategy might involve re-running a training process if it fails due to resource constraints, like memory issues. This can help ensure that the model is trained successfully.

Are there any best practices for implementing these strategies?

Yes, best practices include implementing exponential backoff, setting a maximum number of retries, and providing user feedback during the retry process.