Bundled with the JDK distribution is hprof profiler. As it is present in all environments, this is the first profiler to be considered when harvesting information.

To run your application with hprof, you need to modify the startup scripts of the JVM similarly to the following example:

java -agentlib:hprof=heap=sites com.yourcompany.YourApplication

On application exit, it will dump the allocation information to a java.hprof.txt file to the working directory. Open the file with a text editor of your choice and search for the phrase “SITES BEGIN” giving you information similar to the following:

SITES BEGIN (ordered by live bytes) Tue Dec  8 11:16:15 2015
          percent          live          alloc'ed  stack class
 rank   self  accum     bytes objs     bytes  objs trace name
    1  64.43% 4.43%   8370336 20121  27513408 66138 302116 int[]
    2  3.26% 88.49%    482976 20124   1587696 66154 302104 java.util.ArrayList
    3  1.76% 88.74%    241704 20121   1587312 66138 302115 eu.plumbr.demo.largeheap.ClonableClass0006
    ... cut for brevity ...

From the above, we can see the allocations ranked by the number of objects created per allocation. The first line shows that 64.43% of all objects were integer arrays (int[]) created at the site identified by the number 302116. Searching the file for “TRACE 302116” gives us the following information:

TRACE 302116:
	sun.reflect.GeneratedConstructorAccessor7.newInstance(<Unknown Source>:Unknown line)

Now, knowing that 64.43% of the objects were allocated as integer arrays in the ClonableClass0006 constructor, in the line 11, you can proceed with optimizing the code to reduce the burden on GC.