A simple, if imperfect analogy in the world of hardware would be the relationship of an electric light bulb (an application) to an electric power generation plant (a system).

Yet such distributed systems have their own problems. Depending on the application, you may need to solve complex issues of managing state in an unpredictable, failure-prone environment — one ...