Why would you allocate a large chunk of memory, when you are using a garbage collected language?

There may be reasons to want to mix manual and automatic memory management. If you want to do that, there are language that support it. Like D.

Not necessarily allocating very large chunks in bulk but umm... Allocating nodes for a million nodes of a graph and subsequently processing them. Java JVM fragments memory heavily. En