Any system that requires scale and performance and in-depth monitoring. The one thing about Java that most people miss is the javaagent based instrumentation that is exemplary. So when you’re in trouble you always have jconsole . There’s an excellent APM that we use called glowroot which is open source.
Also what all others have mentioned below.