thanks Eric, 
Well the index was build from scratch with 4.1. Our IT Engineer was able to
take some CPU sampler and on analyzing it he mentioned that 
"While running I noticed that the method:
java.util.AbstractList$ltr.hasNext() (called by
org.apache.lucene.document.Document.getFields() ) taking a large chunk of
CPU time."

I can share the snapshot taken at different interval if required. The
confusion is that we have moved the same Index to another VM with virtually
same specs and it works fine over there. 



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