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I don't have experience with Hadoop.

Almost all commercial JVMs have some form of AOT or JIT caching, specially those that target embedded systems.

Sun never added support to the reference JVM for political reasons, as they would rather push for plain JIT.

Oracle is now finally thinking about adding support for it, with no official statement if it will make it into 9 or later.

JEP 197 is the start of those changes, http://openjdk.java.net/jeps/197

Oracle Labs also has SubstrateVM, which is an AOT compiler built with Graal and Truffle.



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