Applications are designed for scalability to focus on concurrency. An application should use asynchronous patterns to ensure that client requests do not wait indefinitely for acquiring resources if resources are busy serving other requests. Implementing asynchronous patterns in code ensures that threads do not wait for resources and systems gets exhausted of all available threads. Applications should implement the concept of timeouts if there are intermittent failures expected.