How do I optimize for multi-core and multi-CPU computers in Java?

I interpret this part of your question as meaning that you have already addressed the problem of making your application multi-thread capable. And despite that, it doesn't immediately start using multiple cores.

There are two basic ways to multi-thread in Java. Each logical task you create with these methods should run on a fresh core when needed and available.

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