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I have a production server running with the following flag: -XX:+HeapDumpOnOutOfMemoryError 
Last night it generated a java-38942.hprof file when our server encountered a heap error. It turns out that the developers of the system knew of the flag but no way to get any useful information from it. 
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If you want a fairly advanced tool to do some serious poking around, look at the Memory Analyzer projectat Eclipse, contributed to them by SAP. 
Some of what you can do is mind-blowingly good for finding memory leaks etc -- including running a form of limited SQL (OQL) against the in-memory objects, i.e. 
 
Totally brilliant. | |||||||||||||||||||||||||||||||||||||
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