Hi,
I am currently working on a web application which will call the spark mllib
algorithms using JERSEY ( REST API ). The problem that i am facing is that i
am frequently getting permgen space Java out of memory exception and also i
am not able to save decision tree models using model.save(sc,path).

I am currently using java for creating spark algorithms and tomcat for
running my web application. 


ensureFreeSpace(230688) called with curMem=0, maxMem=2061647216
Block broadcast_96 stored as values in memory (estimated size 225.3 KB, free
1965.9 MB)
Servlet.service() for servlet [abc] in context with path [/abc] threw
exception [org.glassfish.jersey.server.ContainerException:
java.lang.OutOfMemoryError: PermGen space] with root cause
java.lang.OutOfMemoryError: PermGen space

java.lang.OutOfMemoryError: PermGen space


Thank you !



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