Hey Ashish,
you could also try to set -Xms (which is the initial amount of memory KNIME starts with).
You can also set your node’s memory policy to “Keep all in memory”. To do so open the node dialog of the specific node and select the ‘Memory policy’ tab.
Cheers,
Julian